From d9fb9dbeb98630c37eb5da867994bf42afc81429 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Fri, 23 May 2025 07:49:35 -0400
Subject: [PATCH 01/27] Squash of eng-294-create-supabase-insertupdate-route
 Work by Sid: Hyde utility, embedding route, supabase insert routes
 Marc-Antoine: introduce generated types, further work on insert routes

---
 .../components/DiscourseContextOverlay.tsx    |   356 +-
 apps/roam/src/utils/hyde.ts                   |   373 +
 .../app/api/embeddings/openai/small/route.ts  |    97 +
 .../app/api/supabase/insert/account/route.ts  |   108 +
 .../app/api/supabase/insert/agents/route.ts   |    71 +
 .../insert/content-embedding/batch/route.ts   |   105 +
 .../insert/content-embedding/route.ts         |   249 +
 .../supabase/insert/content/batch/route.ts    |    63 +
 .../app/api/supabase/insert/content/route.ts  |   172 +
 .../app/api/supabase/insert/document/route.ts |   144 +
 .../app/api/supabase/insert/person/route.ts   |   199 +
 .../app/api/supabase/insert/platform/route.ts |    86 +
 .../app/api/supabase/insert/space/route.ts    |   121 +
 apps/website/app/utils/supabase/apiUtils.ts   |    88 +
 apps/website/app/utils/supabase/dbUtils.ts    |   425 +
 apps/website/app/utils/supabase/server.ts     |    44 +
 apps/website/app/utils/supabase/types.gen.ts  |   803 +
 apps/website/package.json                     |     2 +
 package-lock.json                             | 13262 ++++++----------
 19 files changed, 8538 insertions(+), 8230 deletions(-)
 create mode 100644 apps/roam/src/utils/hyde.ts
 create mode 100644 apps/website/app/api/embeddings/openai/small/route.ts
 create mode 100644 apps/website/app/api/supabase/insert/account/route.ts
 create mode 100644 apps/website/app/api/supabase/insert/agents/route.ts
 create mode 100644 apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
 create mode 100644 apps/website/app/api/supabase/insert/content-embedding/route.ts
 create mode 100644 apps/website/app/api/supabase/insert/content/batch/route.ts
 create mode 100644 apps/website/app/api/supabase/insert/content/route.ts
 create mode 100644 apps/website/app/api/supabase/insert/document/route.ts
 create mode 100644 apps/website/app/api/supabase/insert/person/route.ts
 create mode 100644 apps/website/app/api/supabase/insert/platform/route.ts
 create mode 100644 apps/website/app/api/supabase/insert/space/route.ts
 create mode 100644 apps/website/app/utils/supabase/apiUtils.ts
 create mode 100644 apps/website/app/utils/supabase/dbUtils.ts
 create mode 100644 apps/website/app/utils/supabase/server.ts
 create mode 100644 apps/website/app/utils/supabase/types.gen.ts

diff --git a/apps/roam/src/components/DiscourseContextOverlay.tsx b/apps/roam/src/components/DiscourseContextOverlay.tsx
index 25220de50..9f986aecd 100644
--- a/apps/roam/src/components/DiscourseContextOverlay.tsx
+++ b/apps/roam/src/components/DiscourseContextOverlay.tsx
@@ -1,4 +1,12 @@
-import { Button, Icon, Popover, Position, Tooltip } from "@blueprintjs/core";
+import {
+  Button,
+  Icon,
+  Popover,
+  Position,
+  Tooltip,
+  ControlGroup,
+  Spinner,
+} from "@blueprintjs/core";
 import React, { useCallback, useEffect, useMemo, useState } from "react";
 import ReactDOM from "react-dom";
 import { ContextContent } from "./DiscourseContext";
@@ -11,10 +19,23 @@ import nanoid from "nanoid";
 import getPageUidByPageTitle from "roamjs-components/queries/getPageUidByPageTitle";
 import getDiscourseContextResults from "~/utils/getDiscourseContextResults";
 import findDiscourseNode from "~/utils/findDiscourseNode";
-import getDiscourseNodes from "~/utils/getDiscourseNodes";
-import getDiscourseRelations from "~/utils/getDiscourseRelations";
+import getDiscourseNodes, { DiscourseNode } from "~/utils/getDiscourseNodes";
+import getDiscourseRelations, {
+  DiscourseRelation,
+} from "~/utils/getDiscourseRelations";
 import ExtensionApiContextProvider from "roamjs-components/components/ExtensionApiContext";
 import { OnloadArgs } from "roamjs-components/types/native";
+import AutocompleteInput from "roamjs-components/components/AutocompleteInput";
+import getAllPageNames from "roamjs-components/queries/getAllPageNames";
+import { Result } from "roamjs-components/types/query-builder";
+import createBlock from "roamjs-components/writes/createBlock";
+import { getBlockUidFromTarget } from "roamjs-components/dom";
+import {
+  findSimilarNodesUsingHyde,
+  SuggestedNode,
+  RelationDetails,
+  CandidateNodeWithEmbedding,
+} from "~/utils/hyde";
 
 type DiscourseData = {
   results: Awaited<ReturnType<typeof getDiscourseContextResults>>;
@@ -25,11 +46,13 @@ const cache: {
   [tag: string]: DiscourseData;
 } = {};
 
-const getOverlayInfo = async (tag: string): Promise<DiscourseData> => {
+const getOverlayInfo = async (
+  tag: string,
+  relations: ReturnType<typeof getDiscourseRelations>,
+): Promise<DiscourseData> => {
   try {
     if (cache[tag]) return cache[tag];
 
-    const relations = getDiscourseRelations();
     const nodes = getDiscourseNodes(relations);
 
     const [results, refs] = await Promise.all([
@@ -57,43 +80,267 @@ const getOverlayInfo = async (tag: string): Promise<DiscourseData> => {
   }
 };
 
-const DiscourseContextOverlay = ({ tag, id }: { tag: string; id: string }) => {
+const getAllReferencesOnPage = (pageTitle: string) => {
+  const referencedPages = window.roamAlphaAPI.data.q(
+    `[:find ?uid ?text
+      :where
+        [?page :node/title "${normalizePageTitle(pageTitle)}"]
+        [?b :block/page ?page]
+        [?b :block/refs ?refPage]
+        [?refPage :block/uid ?uid]
+        [?refPage :node/title ?text]]`,
+  );
+  return referencedPages.map(([uid, text]) => ({
+    uid,
+    text,
+  })) as Result[];
+};
+
+const DiscourseContextOverlay = ({
+  tag,
+  id,
+  parentEl,
+}: {
+  tag: string;
+  id: string;
+  parentEl: HTMLElement;
+}) => {
   const tagUid = useMemo(() => getPageUidByPageTitle(tag), [tag]);
+  const blockUid = useMemo(() => getBlockUidFromTarget(parentEl), [parentEl]);
   const [loading, setLoading] = useState(true);
   const [results, setResults] = useState<DiscourseData["results"]>([]);
   const [refs, setRefs] = useState(0);
   const [score, setScore] = useState<number | string>(0);
+  const [isSearchingHyde, setIsSearchingHyde] = useState(false);
+  const [hydeFilteredNodes, setHydeFilteredNodes] = useState<SuggestedNode[]>(
+    [],
+  );
+
+  const discourseNode = useMemo(() => findDiscourseNode(tagUid), [tagUid]);
+  const relations = useMemo(() => getDiscourseRelations(), []);
+  const allNodes = useMemo(() => getDiscourseNodes(), []);
+
   const getInfo = useCallback(
     () =>
-      getOverlayInfo(tag)
+      getOverlayInfo(tag, relations)
         .then(({ refs, results }) => {
-          const discourseNode = findDiscourseNode(tagUid);
-          if (discourseNode) {
-            const attribute = getSettingValueFromTree({
-              tree: getBasicTreeByParentUid(discourseNode.type),
-              key: "Overlay",
-              defaultValue: "Overlay",
-            });
-            return deriveDiscourseNodeAttribute({
-              uid: tagUid,
-              attribute,
-            }).then((score) => {
-              setResults(results);
-              setRefs(refs);
-              setScore(score);
-            });
-          }
+          if (!discourseNode) return;
+          const attribute = getSettingValueFromTree({
+            tree: getBasicTreeByParentUid(discourseNode.type),
+            key: "Overlay",
+            defaultValue: "Overlay",
+          });
+          return deriveDiscourseNodeAttribute({
+            uid: tagUid,
+            attribute,
+          }).then((score) => {
+            setResults(results);
+            setRefs(refs);
+            setScore(score);
+          });
         })
         .finally(() => setLoading(false)),
     [tag, setResults, setLoading, setRefs, setScore],
   );
+
   const refresh = useCallback(() => {
     setLoading(true);
     getInfo();
   }, [getInfo, setLoading]);
+
   useEffect(() => {
     getInfo();
   }, [refresh, getInfo]);
+
+  const suggestionContextData = useMemo(() => {
+    const selfNode = discourseNode;
+
+    if (!selfNode || !selfNode.text || !selfNode.format) {
+      return {
+        validTypes: [],
+        uniqueRelationTypeTriplets: [],
+      };
+    }
+    const selfType = selfNode.type;
+
+    const relationsConnectingToSelf = relations.filter(
+      (relation) =>
+        relation.source === selfType || relation.destination === selfType,
+    );
+
+    const uniqueTriplets = useMemo(() => {
+      const relatedNodeType = selfNode.type;
+
+      return relationsConnectingToSelf.flatMap((relation) => {
+        const isSelfSource = relation.source === relatedNodeType;
+        const isSelfDestination = relation.destination === relatedNodeType;
+
+        let targetNodeType: string;
+        let currentRelationLabel: string;
+
+        if (isSelfSource) {
+          targetNodeType = relation.destination;
+          currentRelationLabel = relation.label;
+        } else if (isSelfDestination) {
+          targetNodeType = relation.source;
+          currentRelationLabel = relation.complement;
+        } else {
+          return [];
+        }
+
+        const identifiedTargetNode = allNodes.find(
+          (node) => node.type === targetNodeType,
+        );
+
+        if (!identifiedTargetNode) {
+          return [];
+        }
+
+        const mappedItem: RelationDetails = {
+          relationLabel: currentRelationLabel,
+          relatedNodeText: identifiedTargetNode.text,
+          relatedNodeFormat: identifiedTargetNode.format,
+        };
+        return [mappedItem];
+      });
+    }, [relationsConnectingToSelf, selfNode.type, allNodes]);
+
+    const relationsInvolvingSelfBroadly = relations.filter((relation) =>
+      [relation.source, relation.destination, relation.label].includes(
+        selfType,
+      ),
+    );
+    const hasSelfRelation = relationsInvolvingSelfBroadly.some(
+      (relation) =>
+        relation.source === selfType && relation.destination === selfType,
+    );
+    const types = Array.from(
+      new Set(
+        relationsInvolvingSelfBroadly.flatMap((relation) => [
+          relation.source,
+          relation.destination,
+        ]),
+      ),
+    );
+    const filteredTypes = hasSelfRelation
+      ? types
+      : types.filter((type) => type !== selfType);
+
+    return {
+      validTypes: filteredTypes,
+      uniqueRelationTypeTriplets: uniqueTriplets,
+    };
+  }, [discourseNode, relations, allNodes]);
+
+  const { validTypes, uniqueRelationTypeTriplets } = suggestionContextData;
+
+  const [currentPageInput, setCurrentPageInput] = useState("");
+  const [selectedPage, setSelectedPage] = useState<string | null>(null);
+  const allPages = useMemo(() => getAllPageNames(), []);
+  useEffect(() => {
+    setSelectedPage(null);
+  }, [currentPageInput]);
+
+  useEffect(() => {
+    if (!selectedPage) {
+      setHydeFilteredNodes([]);
+      return;
+    }
+    const nodesOnPage = getAllReferencesOnPage(selectedPage);
+    const nodes = nodesOnPage
+      .map((n) => {
+        const node = findDiscourseNode(n.uid);
+        if (!node || node.backedBy === "default") return null;
+        if (!validTypes.includes(node.type)) return null;
+        return {
+          uid: n.uid,
+          text: n.text,
+          type: node.type,
+        };
+      })
+      .filter((node): node is SuggestedNode => node !== null)
+      .filter(
+        (node) =>
+          !results.some((r) =>
+            Object.values(r.results).some((result) => result.uid === node.uid),
+          ),
+      );
+
+    if (nodes.length > 0 && uniqueRelationTypeTriplets.length > 0) {
+      const performSearch = async () => {
+        setIsSearchingHyde(true);
+        setHydeFilteredNodes([]);
+        try {
+          const foundNodes = await runHydeSearch({
+            currentSuggestions: nodes,
+            currentNodeText: tag,
+            relationDetails: uniqueRelationTypeTriplets,
+          });
+          setHydeFilteredNodes(foundNodes);
+        } catch (error) {
+          console.error(
+            "Error during HyDE search operation in useEffect:",
+            error,
+          );
+          setHydeFilteredNodes([]);
+        } finally {
+          setIsSearchingHyde(false);
+        }
+      };
+      performSearch();
+    }
+  }, [selectedPage, results, validTypes, tag, uniqueRelationTypeTriplets]);
+
+  const handleCreateBlock = async (node: SuggestedNode) => {
+    await createBlock({
+      parentUid: blockUid,
+      node: { text: `[[${node.text}]]` },
+    });
+    setHydeFilteredNodes(hydeFilteredNodes.filter((n) => n.uid !== node.uid));
+  };
+
+  type RunHydeSearchArgs = {
+    currentSuggestions: SuggestedNode[];
+    currentNodeText: string;
+    relationDetails: RelationDetails[];
+  };
+
+  const runHydeSearch = async ({
+    currentSuggestions,
+    currentNodeText,
+    relationDetails,
+  }: RunHydeSearchArgs): Promise<SuggestedNode[]> => {
+    if (
+      !currentSuggestions.length ||
+      !currentNodeText ||
+      !relationDetails.length
+    ) {
+      return [];
+    }
+
+    try {
+      const candidateNodesForHyde = currentSuggestions.map((node) => ({
+        uid: node.uid,
+        text: node.text,
+        type: node.type,
+      }));
+
+      const foundNodes: SuggestedNode[] = await findSimilarNodesUsingHyde({
+        candidateNodes: candidateNodesForHyde,
+        currentNodeText: currentNodeText,
+        relationDetails: relationDetails,
+      });
+
+      return foundNodes;
+    } catch (error) {
+      console.error(
+        "Error during HyDE search with default RPC subset search:",
+        error,
+      );
+      return [];
+    }
+  };
+
   return (
     <Popover
       autoFocus={false}
@@ -104,6 +351,67 @@ const DiscourseContextOverlay = ({ tag, id }: { tag: string; id: string }) => {
           }`}
         >
           <ContextContent uid={tagUid} results={results} />
+          {/* Suggestive Mode */}
+          <div>
+            <div className="mt-6">
+              <label
+                htmlFor="suggest-page-input"
+                className="mb-1 block text-sm font-medium text-gray-700"
+              >
+                Add page to suggest relationships
+              </label>
+              <ControlGroup
+                className="flex gap-1"
+                onKeyDown={(e) => {
+                  if (e.key === "Enter") {
+                    setSelectedPage(currentPageInput);
+                  }
+                }}
+              >
+                <AutocompleteInput
+                  value={currentPageInput}
+                  placeholder="Enter page name..."
+                  setValue={setCurrentPageInput}
+                  options={allPages}
+                  maxItemsDisplayed={50}
+                />
+                <Button
+                  icon="tick"
+                  onClick={() => setSelectedPage(currentPageInput)}
+                  disabled={!currentPageInput}
+                  intent={selectedPage ? "success" : "none"}
+                />
+              </ControlGroup>
+            </div>
+            {selectedPage && (
+              <div className="mt-6">
+                <h3 className="mb-2 text-base font-semibold">
+                  Suggested Relationships
+                </h3>
+                {isSearchingHyde && (
+                  <Spinner size={Spinner.SIZE_SMALL} className="mb-2" />
+                )}
+                <ul className="space-y-2">
+                  {!isSearchingHyde && hydeFilteredNodes.length > 0
+                    ? hydeFilteredNodes.map((node) => (
+                        <li key={node.uid} className="">
+                          <span>{node.text}</span>
+                          <Button
+                            minimal
+                            icon="add"
+                            onClick={() => handleCreateBlock(node)}
+                            className="ml-2"
+                          />
+                        </li>
+                      ))
+                    : null}
+                  {!isSearchingHyde && hydeFilteredNodes.length === 0 && (
+                    <li>No relevant relations found.</li>
+                  )}
+                </ul>
+              </div>
+            )}
+          </div>
         </div>
       }
       target={
@@ -143,7 +451,7 @@ const Wrapper = ({ parent, tag }: { parent: HTMLElement; tag: string }) => {
     {},
   );
   return inViewport ? (
-    <DiscourseContextOverlay tag={tag} id={id} />
+    <DiscourseContextOverlay tag={tag} id={id} parentEl={parent} />
   ) : (
     <Button
       small
diff --git a/apps/roam/src/utils/hyde.ts b/apps/roam/src/utils/hyde.ts
new file mode 100644
index 000000000..de5f8b624
--- /dev/null
+++ b/apps/roam/src/utils/hyde.ts
@@ -0,0 +1,373 @@
+import { Result } from "./types";
+import { getNodeEnv } from "roamjs-components/util/env";
+
+type ApiEmbeddingResponse = {
+  data: Array<{
+    embedding: number[];
+  }>;
+};
+
+type ApiSupabaseResultItem = {
+  roam_uid: string;
+  text_content: string;
+  similarity: number;
+};
+
+export type EmbeddingVectorType = number[];
+
+export type CandidateNodeWithEmbedding = Result & {
+  type: string;
+};
+
+export type SuggestedNode = Result & {
+  type: string;
+};
+
+export type RelationDetails = {
+  relationLabel: string;
+  relatedNodeText: string;
+  relatedNodeFormat: string;
+};
+
+export type NodeSearchResult = {
+  object: { uid: string; text: string };
+  score: number;
+};
+
+type HypotheticalNodeGenerator = (params: {
+  node: string;
+  relationType: RelationDetails;
+}) => Promise<string>;
+
+type EmbeddingFunc = (text: string) => Promise<EmbeddingVectorType>;
+
+type SearchFunc = (params: {
+  queryEmbedding: EmbeddingVectorType;
+  indexData: CandidateNodeWithEmbedding[];
+}) => Promise<NodeSearchResult[]>;
+
+const API_CONFIG = {
+  LLM: {
+    URL: "https://discoursegraphs.com/api/llm/openai/chat",
+    MODEL: "gpt-4.1",
+    TIMEOUT_MS: 30_000,
+    MAX_TOKENS: 104,
+    TEMPERATURE: 0.9,
+  },
+  BASE_URL: {
+    DEV: "http://localhost:3000",
+    PROD: "https://discoursegraphs.com",
+  },
+  EMBEDDINGS: {
+    PATH: "/api/embeddings/openai/small",
+  },
+  SUPABASE: {
+    MATCH_EMBEDDINGS_PATH:
+      "/api/supabase/rpc/match-embeddings-for-subset-nodes",
+  },
+} as const;
+
+const getBaseUrl = (): string => {
+  const isDevelopment = getNodeEnv() === "development";
+  return isDevelopment ? API_CONFIG.BASE_URL.DEV : API_CONFIG.BASE_URL.PROD;
+};
+
+const handleApiError = async (
+  response: Response,
+  context: string,
+): Promise<never> => {
+  const errorText = await response.text();
+  let errorData;
+  try {
+    errorData = JSON.parse(errorText);
+  } catch (e) {
+    errorData = { error: `Server responded with ${response.status}` };
+  }
+  console.error(
+    `${context} failed with status ${response.status}. Error:`,
+    errorData,
+  );
+  throw new Error(
+    errorData.error ||
+      `${context} failed with status ${response.status}. Response: ${errorText}`,
+  );
+};
+
+const generateHypotheticalNode: HypotheticalNodeGenerator = async ({
+  node,
+  relationType,
+}) => {
+  const { relationLabel, relatedNodeText, relatedNodeFormat } = relationType;
+
+  const userPromptContent = `Given the source discourse node \`\`\`${node}\`\`\`, 
+and considering the relation \`\`\`${relationLabel}\`\`\` 
+which typically connects to a node of type \`\`\`${relatedNodeText}\`\`\` 
+(formatted like \`\`\`${relatedNodeFormat}\`\`\`), 
+generate a hypothetical related discourse node text that would plausibly fit this relationship. 
+Only return the text of the hypothetical node.`;
+  const requestBody = {
+    documents: [{ role: "user", content: userPromptContent }],
+    passphrase: "",
+    settings: {
+      model: API_CONFIG.LLM.MODEL,
+      maxTokens: API_CONFIG.LLM.MAX_TOKENS,
+      temperature: API_CONFIG.LLM.TEMPERATURE,
+    },
+  };
+
+  let response: Response | null = null;
+  try {
+    const signal = AbortSignal.timeout(API_CONFIG.LLM.TIMEOUT_MS);
+    response = await fetch(API_CONFIG.LLM.URL, {
+      method: "POST",
+      headers: {
+        "Content-Type": "application/json",
+      },
+      body: JSON.stringify(requestBody),
+      signal,
+    });
+
+    if (!response.ok) {
+      await handleApiError(response, "Hypothetical node generation");
+    }
+
+    return await response.text();
+  } catch (error: unknown) {
+    if (
+      error instanceof Error &&
+      (error.name === "AbortError" || error.name === "TimeoutError")
+    ) {
+      console.error("Hypothetical node generation timed out", error);
+      return `Error: Failed to generate hypothetical node. Request timed out.`;
+    }
+    console.error("Hypothetical node generation failed:", error);
+    return `Error: Failed to generate hypothetical node. ${
+      error instanceof Error ? error.message : String(error)
+    }`;
+  }
+};
+
+const createEmbedding: EmbeddingFunc = async (
+  text: string,
+): Promise<EmbeddingVectorType> => {
+  if (!text.trim()) throw new Error("Input text for embedding is empty.");
+
+  const apiUrl = `${getBaseUrl()}${API_CONFIG.EMBEDDINGS.PATH}`;
+
+  try {
+    const response = await fetch(apiUrl, {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({ input: text }),
+    });
+
+    if (!response.ok) {
+      await handleApiError(response, "Embedding creation");
+    }
+
+    const data = (await response.json()) as ApiEmbeddingResponse;
+    if (!data?.data?.[0]?.embedding) {
+      throw new Error("Invalid API response format from embedding service.");
+    }
+    return data.data[0].embedding;
+  } catch (error: unknown) {
+    console.error("Error creating embedding:", error);
+    throw error;
+  }
+};
+
+const searchEmbeddings: SearchFunc = async ({
+  queryEmbedding,
+  indexData,
+}): Promise<NodeSearchResult[]> => {
+  if (!indexData?.length) {
+    return [];
+  }
+
+  const subsetRoamUids = indexData.map((node) => node.uid);
+  const fullApiUrl = `${getBaseUrl()}${API_CONFIG.SUPABASE.MATCH_EMBEDDINGS_PATH}`;
+
+  try {
+    const response = await fetch(fullApiUrl, {
+      method: "POST",
+      headers: {
+        "Content-Type": "application/json",
+      },
+      body: JSON.stringify({
+        queryEmbedding: queryEmbedding,
+        subsetRoamUids: subsetRoamUids,
+      }),
+    });
+
+    if (!response.ok) {
+      await handleApiError(response, "Embedding search");
+    }
+
+    const results = await response.json();
+
+    if (!Array.isArray(results)) {
+      console.error("Embedding search response was not an array:", results);
+      throw new Error("Invalid API response format: Expected an array.");
+    }
+
+    const mappedResults = results.map((item: ApiSupabaseResultItem) => ({
+      object: { uid: item.roam_uid, text: item.text_content },
+      score: item.similarity,
+    }));
+    return mappedResults;
+  } catch (error: unknown) {
+    let errorMessage = `Embedding search failed for ${fullApiUrl}.`;
+    let errorStack;
+    if (error instanceof Error) {
+      errorMessage += ` Message: ${error.message}`;
+      errorStack = error.stack;
+    } else {
+      errorMessage += ` Error: ${String(error)}`;
+    }
+    console.error(
+      `Embedding search exception:`,
+      errorMessage,
+      errorStack && `Stack: ${errorStack}`,
+    );
+    return [];
+  }
+};
+
+const searchAgainstCandidates = async ({
+  hypotheticalTexts,
+  indexData,
+}: {
+  hypotheticalTexts: string[];
+  indexData: CandidateNodeWithEmbedding[];
+}): Promise<NodeSearchResult[][]> => {
+  if (!hypotheticalTexts?.length || !indexData?.length) {
+    return [];
+  }
+
+  const results = await Promise.all(
+    hypotheticalTexts.map(async (hypoText) => {
+      try {
+        const queryEmbedding = await createEmbedding(hypoText);
+        return await searchEmbeddings({
+          queryEmbedding,
+          indexData,
+        });
+      } catch (error: unknown) {
+        let errorMessage = `Search failed for hypothetical text "${hypoText}".`;
+        let errorStack;
+        if (error instanceof Error) {
+          errorMessage += ` Message: ${error.message}`;
+          errorStack = error.stack;
+        } else {
+          errorMessage += ` Error: ${String(error)}`;
+        }
+        console.error(
+          `Search exception:`,
+          errorMessage,
+          errorStack && `Stack: ${errorStack}`,
+        );
+        return [];
+      }
+    }),
+  );
+  return results;
+};
+
+const combineScores = (
+  allSearchResults: NodeSearchResult[][],
+): Map<string, number> => {
+  const maxScores = new Map<string, number>();
+  allSearchResults.forEach((resultSet) => {
+    resultSet.forEach((result) => {
+      const currentMax = maxScores.get(result.object.uid) ?? -Infinity;
+      if (result.score > currentMax) {
+        maxScores.set(result.object.uid, result.score);
+      }
+    });
+  });
+  return maxScores;
+};
+
+const rankNodes = ({
+  maxScores,
+  candidateNodes,
+}: {
+  maxScores: Map<string, number>;
+  candidateNodes: CandidateNodeWithEmbedding[];
+}): SuggestedNode[] => {
+  if (!candidateNodes?.length) {
+    return [];
+  }
+
+  const nodeMap = new Map<string, CandidateNodeWithEmbedding>(
+    candidateNodes.map((node) => [node.uid, node]),
+  );
+
+  const combinedResults: { node: SuggestedNode; score: number }[] = [];
+  maxScores.forEach((score, uid) => {
+    const fullNode = nodeMap.get(uid);
+    if (fullNode) {
+      const suggestedNodeObject: SuggestedNode = fullNode;
+      combinedResults.push({ node: suggestedNodeObject, score });
+    }
+  });
+
+  combinedResults.sort((a, b) => b.score - a.score);
+  return combinedResults.map((item) => item.node);
+};
+
+export const findSimilarNodesUsingHyde = async ({
+  candidateNodes,
+  currentNodeText,
+  relationDetails,
+}: {
+  candidateNodes: CandidateNodeWithEmbedding[];
+  currentNodeText: string;
+  relationDetails: RelationDetails[];
+}): Promise<SuggestedNode[]> => {
+  if (
+    !candidateNodes?.length ||
+    !currentNodeText?.trim() ||
+    !relationDetails?.length
+  ) {
+    return [];
+  }
+
+  try {
+    const hypotheticalTexts = (
+      await Promise.all(
+        relationDetails.map((relationType) =>
+          generateHypotheticalNode({ node: currentNodeText, relationType }),
+        ),
+      )
+    ).filter((text) => !text.startsWith("Error:"));
+
+    if (!hypotheticalTexts.length) {
+      console.warn("No valid hypothetical nodes were generated. Exiting.");
+      return [];
+    }
+
+    const allSearchResults = await searchAgainstCandidates({
+      hypotheticalTexts,
+      indexData: candidateNodes,
+    });
+
+    const maxScores = combineScores(allSearchResults);
+    return rankNodes({ maxScores, candidateNodes });
+  } catch (error: unknown) {
+    let errorMessage = "Failed to find similar nodes.";
+    let errorStack;
+    if (error instanceof Error) {
+      errorMessage += ` Message: ${error.message}`;
+      errorStack = error.stack;
+    } else {
+      errorMessage += ` Error: ${String(error)}`;
+    }
+    console.error(
+      "Similar nodes search exception:",
+      errorMessage,
+      errorStack && `Stack: ${errorStack}`,
+    );
+    return [];
+  }
+};
diff --git a/apps/website/app/api/embeddings/openai/small/route.ts b/apps/website/app/api/embeddings/openai/small/route.ts
new file mode 100644
index 000000000..988248acb
--- /dev/null
+++ b/apps/website/app/api/embeddings/openai/small/route.ts
@@ -0,0 +1,97 @@
+import { NextRequest, NextResponse } from "next/server";
+import OpenAI from "openai";
+import cors from "~/utils/llm/cors";
+
+const apiKey = process.env.OPENAI_API_KEY;
+
+if (!apiKey) {
+  console.error(
+    "Missing OPENAI_API_KEY environment variable. The embeddings API will not function.",
+  );
+}
+
+const openai = apiKey ? new OpenAI({ apiKey }) : null;
+
+type RequestBody = {
+  input: string | string[];
+  model?: string;
+  dimensions?: number;
+  encoding_format?: "float" | "base64";
+};
+
+const OPENAI_REQUEST_TIMEOUT_MS = 30000;
+
+export async function POST(req: NextRequest): Promise<NextResponse> {
+  let response: NextResponse;
+
+  if (!apiKey) {
+    response = NextResponse.json(
+      {
+        error: "Server configuration error.",
+        details: "Embeddings service is not configured.",
+      },
+      { status: 500 },
+    );
+    return cors(req, response) as NextResponse;
+  }
+
+  try {
+    const body: RequestBody = await req.json();
+    const {
+      input,
+      model = "text-embedding-3-small",
+      dimensions,
+      encoding_format = "float",
+    } = body;
+
+    if (!input || (Array.isArray(input) && input.length === 0)) {
+      response = NextResponse.json(
+        { error: "Input text cannot be empty." },
+        { status: 400 },
+      );
+      return cors(req, response) as NextResponse;
+    }
+
+    const options: OpenAI.EmbeddingCreateParams = {
+      model: model,
+      input: input,
+      encoding_format: encoding_format,
+    };
+
+    if (dimensions && model.startsWith("text-embedding-3")) {
+      options.dimensions = dimensions;
+    }
+
+    const embeddingsPromise = openai!.embeddings.create(options);
+    const timeoutPromise = new Promise((_, reject) =>
+      setTimeout(
+        () => reject(new Error("OpenAI API request timeout")),
+        OPENAI_REQUEST_TIMEOUT_MS,
+      ),
+    );
+
+    const openAIResponse = await Promise.race([
+      embeddingsPromise,
+      timeoutPromise,
+    ]);
+
+    response = NextResponse.json(openAIResponse, { status: 200 });
+  } catch (error: unknown) {
+    console.error("Error calling OpenAI Embeddings API:", error);
+    const errorMessage =
+      error instanceof Error ? error.message : "Unknown error";
+    response = NextResponse.json(
+      {
+        error: "Failed to generate embeddings.",
+        details: errorMessage,
+      },
+      { status: 500 },
+    );
+  }
+
+  return cors(req, response) as NextResponse;
+}
+
+export async function OPTIONS(req: NextRequest): Promise<NextResponse> {
+  return cors(req, new NextResponse(null, { status: 204 })) as NextResponse;
+}
diff --git a/apps/website/app/api/supabase/insert/account/route.ts b/apps/website/app/api/supabase/insert/account/route.ts
new file mode 100644
index 000000000..a5d642398
--- /dev/null
+++ b/apps/website/app/api/supabase/insert/account/route.ts
@@ -0,0 +1,108 @@
+import { createClient } from "~/utils/supabase/server";
+import { NextResponse, NextRequest } from "next/server";
+import {
+  getOrCreateEntity,
+  GetOrCreateEntityResult,
+} from "~/utils/supabase/dbUtils";
+import {
+  createApiResponse,
+  handleRouteError,
+  defaultOptionsHandler,
+} from "~/utils/supabase/apiUtils";
+import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
+
+type AccountDataInput = TablesInsert<"Account">;
+type AccountRecord = Tables<"Account">;
+
+const getOrCreateAccount = async (
+  supabasePromise: ReturnType<typeof createClient>,
+  accountData: AccountDataInput,
+): Promise<GetOrCreateEntityResult<AccountRecord>> => {
+  const {
+    person_id,
+    platform_id,
+    active = true,
+    write_permission = true,
+  } = accountData;
+
+  if (
+    person_id === undefined ||
+    person_id === null ||
+    platform_id === undefined ||
+    platform_id === null
+  ) {
+    return {
+      entity: null,
+      error: "Missing required fields: person_id or platform_id.",
+      details: "Both person_id and platform_id are required.",
+      created: false,
+      status: 400,
+    };
+  }
+
+  const supabase = await supabasePromise;
+
+  const result = await getOrCreateEntity<"Account">(
+    supabase,
+    "Account",
+    "id, person_id, platform_id, active, write_permission",
+    { person_id: person_id, platform_id: platform_id },
+    { person_id, platform_id, active, write_permission },
+    "Account",
+  );
+
+  if (
+    result.error &&
+    result.details &&
+    result.status === 400 &&
+    result.details.includes("violates foreign key constraint")
+  ) {
+    if (result.details.includes("Account_person_id_fkey")) {
+      return {
+        ...result,
+        error: `Invalid person_id: No Person record found for ID ${person_id}.`,
+      };
+    } else if (result.details.includes("Account_platform_id_fkey")) {
+      return {
+        ...result,
+        error: `Invalid platform_id: No Space record found for ID ${platform_id}.`,
+      };
+    }
+  }
+  return result;
+};
+
+export const POST = async (request: NextRequest): Promise<NextResponse> => {
+  const supabasePromise = createClient();
+
+  try {
+    const body: AccountDataInput = await request.json();
+
+    if (body.person_id === undefined || body.person_id === null) {
+      return createApiResponse(request, {
+        error: "Missing or invalid person_id.",
+        status: 400,
+      });
+    }
+    if (body.platform_id === undefined || body.platform_id === null) {
+      return createApiResponse(request, {
+        error: "Missing or invalid platform_id.",
+        status: 400,
+      });
+    }
+
+    const result = await getOrCreateAccount(supabasePromise, body);
+
+    return createApiResponse(request, {
+      data: result.entity,
+      error: result.error,
+      details: result.details,
+      status: result.status,
+      created: result.created,
+    });
+  } catch (e: unknown) {
+    return handleRouteError(request, e, "/api/supabase/insert/account");
+  }
+};
+
+export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/api/supabase/insert/agents/route.ts b/apps/website/app/api/supabase/insert/agents/route.ts
new file mode 100644
index 000000000..ea82d3829
--- /dev/null
+++ b/apps/website/app/api/supabase/insert/agents/route.ts
@@ -0,0 +1,71 @@
+import { createClient } from "~/utils/supabase/server";
+import { NextResponse, NextRequest } from "next/server";
+import {
+  getOrCreateEntity,
+  GetOrCreateEntityResult,
+} from "~/utils/supabase/dbUtils";
+import {
+  createApiResponse,
+  handleRouteError,
+  defaultOptionsHandler,
+} from "~/utils/supabase/apiUtils";
+import { Database, Tables, TablesInsert } from "~/utils/supabase/types.gen";
+
+type AgentDataInput = TablesInsert<"Agent">;
+type AgentRecord = Tables<"Agent">;
+
+const getOrCreateAgentByType = async (
+  supabasePromise: ReturnType<typeof createClient>,
+  agentType: Database["public"]["Enums"]["EntityType"],
+): Promise<GetOrCreateEntityResult<AgentRecord>> => {
+  if (!agentType) {
+    return {
+      entity: null,
+      error: "Missing or invalid 'type' for Agent.",
+      details: "Agent 'type' is required and cannot be empty.",
+      created: false,
+      status: 400,
+    };
+  }
+
+  const supabase = await supabasePromise;
+
+  return getOrCreateEntity<"Agent">(
+    supabase,
+    "Agent",
+    "id, type",
+    { type: agentType },
+    { type: agentType },
+    "Agent",
+  );
+};
+
+export const POST = async (request: NextRequest): Promise<NextResponse> => {
+  const supabasePromise = createClient();
+
+  try {
+    const body: AgentDataInput = await request.json();
+    const { type } = body;
+
+    if (!type || typeof type !== "string" || type.trim() === "") {
+      return createApiResponse(request, {
+        error: "Validation Error: Missing or invalid type for Agent.",
+        status: 400,
+      });
+    }
+
+    const result = await getOrCreateAgentByType(supabasePromise, type);
+
+    return createApiResponse(request, {
+      data: result.entity,
+      error: result.error,
+      details: result.details,
+      status: result.status,
+      created: result.created,
+    });
+  } catch (e: unknown) {
+    return handleRouteError(request, e, "/api/supabase/insert/agents");
+  }
+};
+
+export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts b/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
new file mode 100644
index 000000000..6e28cadf2
--- /dev/null
+++ b/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
@@ -0,0 +1,105 @@
+import { createClient } from "~/utils/supabase/server";
+import { NextResponse, NextRequest } from "next/server";
+import {
+  createApiResponse,
+  handleRouteError,
+  defaultOptionsHandler,
+} from "~/utils/supabase/apiUtils";
+import {
+  processAndInsertBatch,
+  BatchProcessResult,
+} from "~/utils/supabase/dbUtils";
+import {
+  inputProcessing,
+  outputProcessing,
+  type ApiInputEmbeddingItem,
+  type ApiOutputEmbeddingRecord,
+} from "../route";
+
+const batchInsertEmbeddingsProcess = async (
+  supabase: Awaited<ReturnType<typeof createClient>>,
+  embeddingItems: ApiInputEmbeddingItem[],
+): Promise<BatchProcessResult<ApiOutputEmbeddingRecord>> => {
+  // groupBy is node21 only. Group by model.
+  // Note: This means that later index values may be totally wrong.
+  const by_model: { [key: string]: ApiInputEmbeddingItem[] } = {};
+  for (let i = 0; i < embeddingItems.length; i++) {
+    const inputItem = embeddingItems[i];
+    if (inputItem !== undefined && inputItem.model !== undefined) {
+      if (by_model[inputItem.model] === undefined) {
+        by_model[inputItem.model] = [inputItem];
+      } else {
+        by_model[inputItem.model]!.push(inputItem);
+      }
+    } else {
+      return {
+        status: 400,
+        error: `Element ${i} undefined or does not have a model`,
+      };
+    }
+  }
+  const globalResults: ApiOutputEmbeddingRecord[] = [];
+  const partial_errors = [];
+  let created = true; // TODO: Maybe transmit from below
+  for (const table_name of Object.keys(by_model)) {
+    const embeddingItemsSet = by_model[table_name];
+    const results = await processAndInsertBatch<
+      "ContentEmbedding_openai_text_embedding_3_small_1536",
+      ApiInputEmbeddingItem,
+      ApiOutputEmbeddingRecord
+    >(
+      supabase,
+      embeddingItemsSet!,
+      table_name,
+      "*", // Select all fields, adjust if needed for ContentEmbeddingRecord
+      "ContentEmbedding",
+      inputProcessing!,
+      outputProcessing,
+    );
+    if (results.error || results.data === undefined)
+      return { ...results, data: undefined };
+    globalResults.push(...results.data);
+    if (results.partial_errors !== undefined)
+      partial_errors.push(...results.partial_errors);
+  }
+  return {
+    data: globalResults,
+    partial_errors,
+    status: created ? 201 : 200,
+  };
+};
+
+export const POST = async (request: NextRequest): Promise<NextResponse> => {
+  const supabase = await createClient();
+
+  try {
+    const body: ApiInputEmbeddingItem[] = await request.json();
+    if (!Array.isArray(body)) {
+      return createApiResponse(request, {
+        error: "Request body must be an array of embedding items.",
+        status: 400,
+      });
+    }
+
+    const result = await batchInsertEmbeddingsProcess(supabase, body);
+
+    return createApiResponse(request, {
+      data: result.data,
+      error: result.error,
+      details: result.details,
+      ...(result.partial_errors && {
+        meta: { partial_errors: result.partial_errors },
+      }),
+      status: result.status,
+      created: result.status === 201,
+    });
+  } catch (e: unknown) {
+    return handleRouteError(
+      request,
+      e,
+      `/api/supabase/insert/content-embedding/batch`,
+    );
+  }
+};
+
+export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/api/supabase/insert/content-embedding/route.ts b/apps/website/app/api/supabase/insert/content-embedding/route.ts
new file mode 100644
index 000000000..7e551738a
--- /dev/null
+++ b/apps/website/app/api/supabase/insert/content-embedding/route.ts
@@ -0,0 +1,249 @@
+import { createClient } from "~/utils/supabase/server";
+import { NextResponse, NextRequest } from "next/server";
+import {
+  createApiResponse,
+  handleRouteError,
+  defaultOptionsHandler,
+} from "~/utils/supabase/apiUtils";
+import {
+  getOrCreateEntity,
+  GetOrCreateEntityResult,
+  known_embedding_tables,
+  ItemProcessor,
+  ItemValidator,
+} from "~/utils/supabase/dbUtils";
+import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
+
+// Use the first known ContentEmbedding table, as they have the same structure
+export type ContentEmbeddingDataInput =
+  TablesInsert<"ContentEmbedding_openai_text_embedding_3_small_1536">;
+export type ContentEmbeddingRecord =
+  Tables<"ContentEmbedding_openai_text_embedding_3_small_1536">;
+
+export type ApiInputEmbeddingItem = Omit<
+  ContentEmbeddingDataInput,
+  "vector"
+> & {
+  vector: number[]; // Vector is passed in as a number[]
+};
+
+export type ApiOutputEmbeddingRecord = Omit<
+  ContentEmbeddingRecord,
+  "vector"
+> & {
+  vector: number[]; // Vector is passed in as a number[]
+};
+
+export const inputValidation: ItemValidator<ApiInputEmbeddingItem> = (data) => {
+  const { target_id, model, vector } = data;
+
+  // --- Start of validation ---
+  if (
+    target_id === undefined ||
+    target_id === null ||
+    typeof target_id !== "number"
+  ) {
+    return "Missing or invalid target_id.";
+  }
+  if (
+    !model ||
+    typeof model !== "string" ||
+    known_embedding_tables[model] == undefined
+  ) {
+    return "Missing or invalid model name.";
+  }
+  const { table_size } = known_embedding_tables[model];
+
+  if (
+    !vector ||
+    !Array.isArray(vector) ||
+    !vector.every((v) => typeof v === "number")
+  ) {
+    return "Missing or invalid vector. Must be an array of numbers.";
+  }
+  if (vector.length != table_size) {
+    return `Invalid vector length. Expected ${table_size}, got ${vector.length}.`;
+  }
+  if (data.obsolete !== undefined && typeof data.obsolete !== "boolean") {
+    // Check original data for obsolete presence
+    return "Invalid type for obsolete. Must be a boolean.";
+  }
+  return null;
+};
+
+export const inputProcessing: ItemProcessor<
+  ApiInputEmbeddingItem,
+  ContentEmbeddingDataInput
+> = (data) => {
+  const error = inputValidation(data);
+  if (error) {
+    return { valid: false, error };
+  }
+  return {
+    valid: true,
+    data: { ...data, vector: JSON.stringify(data.vector) },
+  };
+};
+
+export const outputValidation: ItemValidator<ApiOutputEmbeddingRecord> = (
+  data,
+) => {
+  const { model, vector } = data;
+  if (
+    !model ||
+    typeof model !== "string" ||
+    known_embedding_tables[model] == undefined
+  ) {
+    return "Missing or invalid model name.";
+  }
+
+  const { table_size } = known_embedding_tables[model];
+
+  if (vector.length != table_size) {
+    return `Invalid vector length. Expected ${table_size}, got ${vector.length}.`;
+  }
+  return null;
+};
+
+export const outputProcessing: ItemProcessor<
+  ContentEmbeddingRecord,
+  ApiOutputEmbeddingRecord
+> = (data) => {
+  try {
+    const processedData = { ...data, vector: JSON.parse(data.vector) };
+    const error = outputValidation(processedData);
+    if (error) {
+      return { valid: false, error };
+    }
+    return {
+      valid: true,
+      data: processedData,
+    };
+  } catch (error) {
+    if (error instanceof SyntaxError) {
+      return { valid: false, error: error.message };
+    }
+    throw error;
+  }
+};
+
+// Renamed and refactored
+const processAndCreateEmbedding = async (
+  supabasePromise: ReturnType<typeof createClient>,
+  data: ApiInputEmbeddingItem,
+): Promise<GetOrCreateEntityResult<ApiOutputEmbeddingRecord>> => {
+  const { valid, error, processedItem } = inputProcessing(data);
+  if (
+    !valid ||
+    processedItem === undefined ||
+    processedItem.model === undefined
+  ) {
+    return {
+      entity: null,
+      error: error || "unknown error",
+      created: false,
+      status: 400,
+    };
+  }
+  const supabase = await supabasePromise;
+  const table_data = known_embedding_tables[processedItem.model];
+
+  if (!table_data) {
+    return {
+      entity: null,
+      error: "unknown model",
+      created: false,
+      status: 400,
+    };
+  }
+
+  const { table_name } = table_data;
+  // Using getOrCreateEntity, forcing create path by providing non-matching criteria
+  // This standardizes return type and error handling (e.g., FK violations from dbUtils)
+  const result =
+    await getOrCreateEntity<"ContentEmbedding_openai_text_embedding_3_small_1536">(
+      supabase,
+      table_name,
+      "*", // Select all fields for the record
+      { id: -1 }, // Non-matching criteria to force "create" path
+      processedItem,
+      "ContentEmbedding",
+    );
+
+  // getOrCreateEntity handles general 23503, but we can make the message more specific if needed
+  if (
+    result.error &&
+    result.details &&
+    result.status === 400 &&
+    result.details.includes("violates foreign key constraint")
+  ) {
+    if (
+      result.details.toLowerCase().includes(
+        // Check for target_id FK, adapt if FK name is different
+        `${table_name.toLowerCase()}_target_id_fkey`,
+      ) ||
+      result.details.toLowerCase().includes("target_id")
+    ) {
+      return {
+        ...result,
+        entity: null,
+        error: `Invalid target_id: No Content record found for ID ${processedItem.target_id}.`,
+      };
+    }
+  }
+
+  if (result.error || !result.entity) {
+    return {
+      ...result,
+      entity: null,
+    };
+  }
+
+  const processedResult = outputProcessing(result.entity);
+  if (!processedResult.valid || !processedResult.processedItem)
+    return {
+      ...result,
+      error: processedResult.error || "unknown error",
+      entity: null,
+      status: 500,
+    };
+  return {
+    ...result,
+    entity: processedResult.processedItem,
+  };
+};
+
+export const POST = async (request: NextRequest): Promise<NextResponse> => {
+  const supabasePromise = createClient();
+
+  try {
+    const body: ApiInputEmbeddingItem = await request.json();
+
+    // Minimal validation here, more detailed in processAndCreateEmbedding
+    if (!body || typeof body !== "object") {
+      return createApiResponse(request, {
+        error: "Invalid request body: expected a JSON object.",
+        status: 400,
+      });
+    }
+
+    const result = await processAndCreateEmbedding(supabasePromise, body);
+
+    return createApiResponse(request, {
+      data: result.entity,
+      error: result.error,
+      details: result.details,
+      status: result.status,
+      created: result.created, // Will be true if successful create
+    });
+  } catch (e: unknown) {
+    return handleRouteError(
+      request,
+      e,
+      `/api/supabase/insert/content-embedding`,
+      // TODO replace with a generic name
+    );
+  }
+};
+
+export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/api/supabase/insert/content/batch/route.ts b/apps/website/app/api/supabase/insert/content/batch/route.ts
new file mode 100644
index 000000000..200fa720e
--- /dev/null
+++ b/apps/website/app/api/supabase/insert/content/batch/route.ts
@@ -0,0 +1,63 @@
+import { createClient } from "~/utils/supabase/server";
+import { NextResponse, NextRequest } from "next/server";
+import {
+  createApiResponse,
+  handleRouteError,
+  defaultOptionsHandler,
+} from "~/utils/supabase/apiUtils";
+import {
+  validateAndInsertBatch,
+  BatchProcessResult, // Import BatchProcessResult for the return type
+} from "~/utils/supabase/dbUtils"; // Ensure this path is correct
+import {
+  inputValidation,
+  type ContentDataInput,
+  type ContentRecord,
+} from "../route";
+
+// Updated batchInsertContentProcess to use the generic utility
+const batchInsertContentProcess = async (
+  supabase: Awaited<ReturnType<typeof createClient>>,
+  contentItems: ContentDataInput[],
+): Promise<BatchProcessResult<ContentRecord>> => {
+  return validateAndInsertBatch<"Content">(
+    supabase,
+    contentItems,
+    "Content", // Table name
+    "*", // Select query (can be more specific, e.g., "id, text, scale, ...")
+    "Content", // Entity name for logging
+    inputValidation,
+    null,
+  );
+};
+
+export const POST = async (request: NextRequest): Promise<NextResponse> => {
+  const supabase = await createClient();
+
+  try {
+    const body: ContentDataInput[] = await request.json();
+    if (!Array.isArray(body)) {
+      return createApiResponse(request, {
+        error: "Request body must be an array of content items.",
+        status: 400,
+      });
+    }
+
+    const result = await batchInsertContentProcess(supabase, body);
+
+    return createApiResponse(request, {
+      data: result.data,
+      error: result.error,
+      details: result.details,
+      ...(result.partial_errors && {
+        meta: { partial_errors: result.partial_errors },
+      }),
+      status: result.status,
+      created: result.status === 201,
+    });
+  } catch (e: unknown) {
+    return handleRouteError(request, e, "/api/supabase/insert/content/batch");
+  }
+};
+
+export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/api/supabase/insert/content/route.ts b/apps/website/app/api/supabase/insert/content/route.ts
new file mode 100644
index 000000000..dfba27b52
--- /dev/null
+++ b/apps/website/app/api/supabase/insert/content/route.ts
@@ -0,0 +1,172 @@
+import { createClient } from "~/utils/supabase/server";
+import { NextResponse, NextRequest } from "next/server";
+import {
+  getOrCreateEntity,
+  GetOrCreateEntityResult,
+  ItemValidator,
+} from "~/utils/supabase/dbUtils"; // Ensure path is correct
+import {
+  createApiResponse,
+  handleRouteError,
+  defaultOptionsHandler,
+} from "~/utils/supabase/apiUtils"; // Ensure path is correct
+import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
+
+export type ContentDataInput = TablesInsert<"Content">;
+export type ContentRecord = Tables<"Content">;
+
+export const inputValidation: ItemValidator<ContentDataInput> = (
+  data: ContentDataInput,
+) => {
+  const { author_id, created, last_modified, scale, space_id, text } = data;
+
+  // --- Start of extensive validation ---
+  if (!text || typeof text !== "string") return "Invalid or missing text.";
+  if (!scale || typeof scale !== "string") return "Invalid or missing scale.";
+  if (
+    space_id === undefined ||
+    space_id === null ||
+    typeof space_id !== "number"
+  )
+    return "Invalid or missing space_id.";
+  if (
+    author_id === undefined ||
+    author_id === null ||
+    typeof author_id !== "number"
+  )
+    return "Invalid or missing author_id.";
+  if (created)
+    try {
+      new Date(created); // Validate date format
+      new Date(last_modified); // Validate date format
+    } catch (e) {
+      return "Invalid date format for created or last_modified.";
+    }
+  if (last_modified)
+    try {
+      new Date(last_modified); // Validate date format
+    } catch (e) {
+      return "Invalid date format for created or last_modified.";
+    }
+  // --- End of extensive validation ---
+
+  return null;
+};
+
+// Renamed and refactored
+const processAndUpsertContentEntry = async (
+  supabasePromise: ReturnType<typeof createClient>,
+  data: ContentDataInput,
+): Promise<GetOrCreateEntityResult<ContentRecord>> => {
+  const { space_id, author_id, source_local_id, document_id, part_of_id } =
+    data;
+
+  const error = inputValidation(data);
+  if (error !== null) {
+    return {
+      entity: null,
+      error,
+      created: false,
+      status: 400,
+    };
+  }
+
+  const supabase = await supabasePromise;
+
+  let matchCriteria: Record<string, any> | null = null;
+  if (source_local_id && space_id !== undefined && space_id !== null) {
+    matchCriteria = { space_id: space_id, source_local_id: source_local_id };
+  }
+  // If no solid matchCriteria for a "get", getOrCreateEntity will likely proceed to "create".
+  // If there are unique constraints other than (space_id, source_local_id), it will handle race conditions.
+
+  const result = await getOrCreateEntity<"Content">(
+    supabase,
+    "Content",
+    "*", // Select all fields for ContentRecord
+    matchCriteria || { id: -1 }, // Use a non-matching criteria if no specific lookup needed, to force create path if not found
+    data, // This will be used for insert if not found or for update in some extended utilities.
+    "Content",
+  );
+
+  // Custom handling for specific foreign key errors
+  if (
+    result.error &&
+    result.details &&
+    result.status === 400 &&
+    result.details.includes("violates foreign key constraint")
+  ) {
+    const details = result.details.toLowerCase();
+    if (
+      details.includes("content_space_id_fkey") ||
+      details.includes("space_id")
+    ) {
+      // Be more general with FK name if it changes
+      return {
+        ...result,
+        error: `Invalid space_id: No Space record found for ID ${space_id}.`,
+      };
+    }
+    if (
+      details.includes("content_author_id_fkey") ||
+      details.includes("author_id")
+    ) {
+      return {
+        ...result,
+        error: `Invalid author_id: No Account record found for ID ${author_id}.`,
+      };
+    }
+    if (
+      document_id &&
+      (details.includes("content_document_id_fkey") ||
+        details.includes("document_id"))
+    ) {
+      return {
+        ...result,
+        error: `Invalid document_id: No Document record found for ID ${document_id}.`,
+      };
+    }
+    if (
+      part_of_id &&
+      (details.includes("content_part_of_id_fkey") ||
+        details.includes("part_of_id"))
+    ) {
+      return {
+        ...result,
+        error: `Invalid part_of_id: No Content record found for ID ${part_of_id}.`,
+      };
+    }
+  }
+  return result;
+};
+
+export const POST = async (request: NextRequest): Promise<NextResponse> => {
+  const supabasePromise = createClient();
+
+  try {
+    const body: ContentDataInput = await request.json();
+
+    // Most validation is now inside processAndUpsertContentEntry
+    // Minimal check here, or rely on processAndUpsertContentEntry for all field validation
+    if (!body || typeof body !== "object") {
+      return createApiResponse(request, {
+        error: "Invalid request body: expected a JSON object.",
+        status: 400,
+      });
+    }
+
+    const result = await processAndUpsertContentEntry(supabasePromise, body);
+
+    return createApiResponse(request, {
+      data: result.entity,
+      error: result.error,
+      details: result.details,
+      status: result.status,
+      created: result.created,
+    });
+  } catch (e: unknown) {
+    return handleRouteError(request, e, "/api/supabase/insert/content");
+  }
+};
+
+export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/api/supabase/insert/document/route.ts b/apps/website/app/api/supabase/insert/document/route.ts
new file mode 100644
index 000000000..faa1ec9c9
--- /dev/null
+++ b/apps/website/app/api/supabase/insert/document/route.ts
@@ -0,0 +1,144 @@
+import { createClient } from "~/utils/supabase/server";
+import { NextResponse, NextRequest } from "next/server";
+import {
+  getOrCreateEntity,
+  GetOrCreateEntityResult,
+} from "~/utils/supabase/dbUtils";
+import {
+  createApiResponse,
+  handleRouteError,
+  defaultOptionsHandler,
+} from "~/utils/supabase/apiUtils";
+import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
+
+type DocumentDataInput = TablesInsert<"Document">;
+type DocumentRecord = Tables<"Document">;
+
+const createDocument = async (
+  supabasePromise: ReturnType<typeof createClient>,
+  data: DocumentDataInput,
+): Promise<GetOrCreateEntityResult<DocumentRecord>> => {
+  const {
+    space_id,
+    source_local_id,
+    url,
+    metadata: rawMetadata,
+    created,
+    last_modified,
+    author_id,
+  } = data;
+
+  if (
+    space_id === undefined ||
+    space_id === null ||
+    !created ||
+    !last_modified ||
+    author_id === undefined ||
+    author_id === null
+  ) {
+    return {
+      entity: null,
+      error:
+        "Missing required fields: space_id, created, last_modified, or author_id.",
+      created: false,
+      status: 400,
+    };
+  }
+
+  const processedMetadata =
+    rawMetadata && typeof rawMetadata === "object"
+      ? JSON.stringify(rawMetadata)
+      : typeof rawMetadata === "string"
+        ? rawMetadata
+        : null;
+
+  const documentToInsert = {
+    space_id,
+    source_local_id: source_local_id || null,
+    url: url || null,
+    metadata: processedMetadata as any,
+    created,
+    last_modified,
+    author_id,
+  };
+
+  const supabase = await supabasePromise;
+
+  const result = await getOrCreateEntity<"Document">(
+    supabase,
+    "Document",
+    "id, space_id, source_local_id, url, metadata, created, last_modified, author_id",
+    { id: -1 },
+    documentToInsert,
+    "Document",
+  );
+
+  if (
+    result.error &&
+    result.details &&
+    result.status === 400 &&
+    result.details.includes("violates foreign key constraint")
+  ) {
+    if (result.details.includes("space_id_fkey")) {
+      return {
+        ...result,
+        error: `Invalid space_id: No Space record found for ID ${space_id}.`,
+      };
+    }
+    if (result.details.includes("author_id_fkey")) {
+      return {
+        ...result,
+        error: `Invalid author_id: No Account record found for ID ${author_id}.`,
+      };
+    }
+  }
+
+  return result;
+};
+
+export const POST = async (request: NextRequest): Promise<NextResponse> => {
+  const supabasePromise = createClient();
+
+  try {
+    const body: DocumentDataInput = await request.json();
+
+    if (body.space_id === undefined || body.space_id === null) {
+      return createApiResponse(request, {
+        error: "Missing required field: space_id.",
+        status: 400,
+      });
+    }
+    if (!body.created) {
+      return createApiResponse(request, {
+        error: "Missing required field: created.",
+        status: 400,
+      });
+    }
+    if (!body.last_modified) {
+      return createApiResponse(request, {
+        error: "Missing required field: last_modified.",
+        status: 400,
+      });
+    }
+    if (body.author_id === undefined || body.author_id === null) {
+      return createApiResponse(request, {
+        error: "Missing required field: author_id.",
+        status: 400,
+      });
+    }
+
+    const result = await createDocument(supabasePromise, body);
+
+    return createApiResponse(request, {
+      data: result.entity,
+      error: result.error,
+      details: result.details,
+      status: result.status,
+      created: result.created,
+    });
+  } catch (e: unknown) {
+    return handleRouteError(request, e, "/api/supabase/insert/document");
+  }
+};
+
+export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/api/supabase/insert/person/route.ts b/apps/website/app/api/supabase/insert/person/route.ts
new file mode 100644
index 000000000..c4f53f7e6
--- /dev/null
+++ b/apps/website/app/api/supabase/insert/person/route.ts
@@ -0,0 +1,199 @@
+import { createClient } from "~/utils/supabase/server";
+import { NextResponse, NextRequest } from "next/server";
+import {
+  getOrCreateEntity,
+  GetOrCreateEntityResult,
+} from "~/utils/supabase/dbUtils";
+import {
+  createApiResponse,
+  handleRouteError,
+  defaultOptionsHandler, // Assuming OPTIONS might be added later
+} from "~/utils/supabase/apiUtils";
+import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
+
+type PersonDataInput = TablesInsert<"Person">;
+type PersonRecord = Tables<"Person">;
+type AccountRecord = Tables<"Account">;
+
+// Kept for the final API response structure
+// type PersonWithAccountResult = {
+//   person: PersonRecord | null;
+//   account: AccountRecord | null;
+//   person_created?: boolean;
+//   account_created?: boolean;
+// };
+
+const getOrCreatePersonInternal = async (
+  supabasePromise: ReturnType<typeof createClient>,
+  email: string,
+  name: string,
+  orcid: string | null | undefined,
+): Promise<GetOrCreateEntityResult<PersonRecord>> => {
+  const supabase = await supabasePromise;
+  const agent_response = await getOrCreateEntity<"Agent">(
+    supabase,
+    "Agent",
+    "id, type",
+    { type: "Person" },
+    { type: "Person" },
+    "Agent",
+  );
+  if (agent_response.error || agent_response.entity === null)
+    return agent_response as any as GetOrCreateEntityResult<PersonRecord>;
+  return getOrCreateEntity<"Person">(
+    supabase,
+    "Person",
+    "id, name, email, orcid, type",
+    { email: email.trim() },
+    {
+      id: agent_response.entity.id,
+      email: email.trim(),
+      name: name.trim(),
+      orcid: orcid || null,
+    },
+    "Person",
+  );
+};
+
+const getOrCreateAccountInternal = async (
+  supabasePromise: ReturnType<typeof createClient>,
+  personId: number,
+  platformId: number,
+  isActive: boolean,
+  writePermission?: boolean,
+): Promise<GetOrCreateEntityResult<AccountRecord>> => {
+  const supabase = await supabasePromise;
+  const result = await getOrCreateEntity<"Account">(
+    supabase,
+    "Account",
+    "id, person_id, platform_id, active, write_permission",
+    { person_id: personId, platform_id: platformId },
+    {
+      person_id: personId,
+      platform_id: platformId,
+      active: isActive,
+      write_permission: writePermission === undefined ? true : writePermission, // Default to true if undefined
+    },
+    "Account",
+  );
+
+  // Custom handling for specific foreign key errors
+  if (
+    result.error &&
+    result.details &&
+    result.status === 400 &&
+    result.details.includes("violates foreign key constraint")
+  ) {
+    if (result.details.includes("Account_person_id_fkey")) {
+      return {
+        ...result,
+        error: `Invalid person_id for Account: No Person record found for ID ${personId}.`,
+      };
+    }
+    if (result.details.includes("Account_platform_id_fkey")) {
+      return {
+        ...result,
+        error: `Invalid platform_id for Account: No Space record found for ID ${platformId}.`,
+      };
+    }
+  }
+  return result;
+};
+
+export const POST = async (request: NextRequest): Promise<NextResponse> => {
+  const supabasePromise = createClient();
+
+  // MAP: Punting the joint creation of person and account. Create the account after the person.
+  try {
+    const body: PersonDataInput = await request.json();
+    const {
+      name,
+      email,
+      orcid = null, // Default from input
+      // account_platform_id,
+      // account_active = true, // Default from input
+      // account_write_permission, // No default here, handled in getOrCreateAccountInternal
+    } = body;
+
+    // Initial input validation
+    if (!name || typeof name !== "string" || name.trim() === "") {
+      return createApiResponse(request, {
+        error: "Missing or invalid name for Person.",
+        status: 400,
+      });
+    }
+    if (!email || typeof email !== "string" || email.trim() === "") {
+      return createApiResponse(request, {
+        error: "Missing or invalid email for Person.",
+        status: 400,
+      });
+    }
+    // if (
+    //   account_platform_id === undefined ||
+    //   account_platform_id === null ||
+    //   typeof account_platform_id !== "number"
+    // ) {
+    //   return createApiResponse(request, {
+    //     error: "Missing or invalid account_platform_id for Account.",
+    //     status: 400,
+    //   });
+    // }
+
+    // Get or Create Person
+    const personResult = await getOrCreatePersonInternal(
+      supabasePromise, // Pass the promise
+      email,
+      name,
+      orcid,
+    );
+
+    if (personResult.error || !personResult.entity) {
+      return createApiResponse(request, {
+        error: personResult.error || "Failed to process Person.",
+        details: personResult.details,
+        status: personResult.status || 500,
+      });
+    }
+
+    // // Get or Create Account
+    // const accountResult = await getOrCreateAccountInternal(
+    //   supabasePromise, // Pass the promise again, it will resolve the same client or a new one if needed by createClient impl.
+    //   personResult.entity.id,
+    //   account_platform_id,
+    //   account_active,
+    //   account_write_permission,
+    // );
+
+    // if (accountResult.error || !accountResult.entity) {
+    //   // If account creation fails, return error but include successfully processed person
+    //   return createApiResponse(request, {
+    //     error: accountResult.error || "Failed to process Account.",
+    //     details: accountResult.details,
+    //     status: accountResult.status || 500,
+    //     // Optionally include person data if account failed
+    //     // data: { person: personResult.entity, person_created: personResult.created }
+    //   });
+    // }
+
+    // const responsePayload: PersonWithAccountResult = {
+    //   person: personResult.entity,
+    //   account: accountResult.entity,
+    //   person_created: personResult.created,
+    //   account_created: accountResult.created,
+    // };
+
+    // const overallStatus =
+    //   personResult.created || accountResult.created ? 201 : 200;
+    const overallStatus = personResult.created ? 201 : 200;
+
+    return createApiResponse(request, {
+      data: personResult,
+      status: overallStatus,
+    });
+  } catch (e: unknown) {
+    return handleRouteError(request, e, "/api/supabase/insert/person");
+  }
+};
+
+// If you need an OPTIONS handler for this route:
+// export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/api/supabase/insert/platform/route.ts b/apps/website/app/api/supabase/insert/platform/route.ts
new file mode 100644
index 000000000..45a543af8
--- /dev/null
+++ b/apps/website/app/api/supabase/insert/platform/route.ts
@@ -0,0 +1,86 @@
+import { createClient } from "~/utils/supabase/server";
+import { NextResponse, NextRequest } from "next/server";
+import {
+  getOrCreateEntity,
+  GetOrCreateEntityResult,
+} from "~/utils/supabase/dbUtils";
+import {
+  createApiResponse,
+  handleRouteError,
+  defaultOptionsHandler,
+} from "~/utils/supabase/apiUtils";
+import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
+
+type PlatformDataInput = TablesInsert<"Platform">;
+type PlatformRecord = Tables<"Platform">;
+
+const getOrCreatePlatformFromURL = async (
+  supabase: ReturnType<typeof createClient>,
+  url: string,
+): Promise<GetOrCreateEntityResult<PlatformRecord>> => {
+  let platformName: string | null = null;
+  let platformUrl: string | null = null;
+  const lowerCaseURL = url.toLowerCase();
+
+  if (lowerCaseURL.includes("roamresearch.com")) {
+    platformName = "roamresearch";
+    platformUrl = "https://roamresearch.com";
+  } else {
+    console.warn("Could not determine platform from URL:", url);
+    return {
+      error: "Could not determine platform from URL.",
+      entity: null,
+      created: false,
+      status: 400,
+    };
+  }
+
+  if (!platformName || !platformUrl) {
+    return {
+      error: "Platform name or URL could not be derived.",
+      entity: null,
+      created: false,
+      status: 400,
+    };
+  }
+
+  const resolvedSupabaseClient = await supabase;
+  return getOrCreateEntity<"Platform">(
+    resolvedSupabaseClient,
+    "Platform",
+    "id, name, url",
+    { url: platformUrl },
+    { name: platformName, url: platformUrl },
+    "Platform",
+  );
+};
+
+export const POST = async (request: NextRequest): Promise<NextResponse> => {
+  const supabase = createClient();
+
+  try {
+    const body: PlatformDataInput = await request.json();
+    const { url } = body;
+
+    if (!url || typeof url !== "string") {
+      return createApiResponse(request, {
+        error: "Missing or invalid url in request body.",
+        status: 400,
+      });
+    }
+
+    const result = await getOrCreatePlatformFromURL(supabase, url);
+
+    return createApiResponse(request, {
+      data: result.entity,
+      error: result.error,
+      details: result.details,
+      status: result.status,
+      created: result.created,
+    });
+  } catch (e: unknown) {
+    return handleRouteError(request, e, "/api/supabase/insert/platform");
+  }
+};
+
+export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/api/supabase/insert/space/route.ts b/apps/website/app/api/supabase/insert/space/route.ts
new file mode 100644
index 000000000..d9dcd497a
--- /dev/null
+++ b/apps/website/app/api/supabase/insert/space/route.ts
@@ -0,0 +1,121 @@
+import { createClient } from "~/utils/supabase/server";
+import { NextResponse, NextRequest } from "next/server";
+import {
+  getOrCreateEntity,
+  GetOrCreateEntityResult,
+} from "~/utils/supabase/dbUtils";
+import {
+  createApiResponse,
+  handleRouteError,
+  defaultOptionsHandler,
+} from "~/utils/supabase/apiUtils";
+import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
+
+type SpaceDataInput = TablesInsert<"Space">;
+type SpaceRecord = Tables<"Space">;
+
+// Renamed and refactored helper function
+const processAndGetOrCreateSpace = async (
+  supabasePromise: ReturnType<typeof createClient>,
+  data: SpaceDataInput,
+): Promise<GetOrCreateEntityResult<SpaceRecord>> => {
+  const { name, url, platform_id } = data;
+
+  // --- Start of validation ---
+  if (!name || typeof name !== "string" || name.trim() === "") {
+    return {
+      entity: null,
+      error: "Missing or invalid name.",
+      created: false,
+      status: 400,
+    };
+  }
+  if (!url || typeof url !== "string" || url.trim() === "") {
+    return {
+      entity: null,
+      error: "Missing or invalid URL.",
+      created: false,
+      status: 400,
+    };
+  }
+  if (
+    platform_id === undefined ||
+    platform_id === null ||
+    typeof platform_id !== "number"
+  ) {
+    return {
+      entity: null,
+      error: "Missing or invalid platform_id.",
+      created: false,
+      status: 400,
+    };
+  }
+  // --- End of validation ---
+
+  const normalizedUrl = url.trim().replace(/\/$/, "");
+  const trimmedName = name.trim();
+  const supabase = await supabasePromise;
+
+  const result = await getOrCreateEntity<"Space">(
+    supabase,
+    "Space",
+    "id, name, url, platform_id",
+    { url: normalizedUrl, platform_id: platform_id },
+    {
+      name: trimmedName,
+      url: normalizedUrl,
+      platform_id: platform_id,
+    },
+    "Space",
+  );
+
+  // Custom handling for specific foreign key error related to platform_id
+  if (
+    result.error &&
+    result.details &&
+    result.status === 400 &&
+    result.details.includes("violates foreign key constraint")
+  ) {
+    if (
+      result.details.toLowerCase().includes("platform_id_fkey") ||
+      result.details.toLowerCase().includes("platform_id")
+    ) {
+      return {
+        ...result,
+        error: `Invalid platform_id: No Space record found for ID ${platform_id}.`,
+      };
+    }
+  }
+
+  return result;
+};
+
+export const POST = async (request: NextRequest): Promise<NextResponse> => {
+  const supabasePromise = createClient();
+
+  try {
+    const body: SpaceDataInput = await request.json();
+
+    // Minimal validation here, more detailed in the helper
+    if (!body || typeof body !== "object") {
+      return createApiResponse(request, {
+        error: "Invalid request body: expected a JSON object.",
+        status: 400,
+      });
+    }
+
+    const result = await processAndGetOrCreateSpace(supabasePromise, body);
+
+    return createApiResponse(request, {
+      data: result.entity,
+      error: result.error,
+      details: result.details,
+      status: result.status,
+      created: result.created,
+    });
+  } catch (e: unknown) {
+    return handleRouteError(request, e, "/api/supabase/insert/space");
+  }
+};
+
+export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/utils/supabase/apiUtils.ts b/apps/website/app/utils/supabase/apiUtils.ts
new file mode 100644
index 000000000..1703d27ec
--- /dev/null
+++ b/apps/website/app/utils/supabase/apiUtils.ts
@@ -0,0 +1,88 @@
+import { NextResponse, NextRequest } from "next/server";
+import cors from "~/utils/llm/cors"; // Assuming this path is correct and accessible
+
+/**
+ * Sends a standardized JSON response.
+ * @param request The original NextRequest.
+ * @param data The data payload for successful responses.
+ * @param error An error message string if the operation failed.
+ * @param details Optional detailed error information.
+ * @param status The HTTP status code for the response.
+ * @param created A boolean indicating if a resource was created (influences status code: 201 vs 200).
+ */
+export function createApiResponse<T>(
+  request: NextRequest,
+  payload: {
+    data?: T | null;
+    error?: string | null;
+    details?: string | null;
+    status: number;
+    created?: boolean;
+  },
+): NextResponse {
+  let response: NextResponse;
+  const { data, error, details, status, created } = payload;
+
+  if (error) {
+    // console.error(`API Error (status ${status}): ${error}`, details || ""); // Logging done by callers or specific error handlers
+    response = NextResponse.json(
+      { error, details: details || undefined },
+      { status },
+    );
+  } else if (data !== undefined && data !== null) {
+    const effectiveStatus = created ? 201 : status === 201 ? 200 : status;
+    response = NextResponse.json(data, { status: effectiveStatus });
+  } else {
+    // Fallback for unexpected state (e.g. no error, but no data for a success status)
+    console.error(
+      `API Response Error: Attempted to send success response (status ${status}) with no data and no error.`,
+    );
+    response = NextResponse.json(
+      {
+        error:
+          "An unexpected server error occurred during response generation.",
+      },
+      { status: 500 },
+    );
+  }
+  return cors(request, response) as NextResponse;
+}
+
+/**
+ * Handles errors caught in the main try-catch block of an API route.
+ * Differentiates JSON parsing errors from other errors.
+ */
+export function handleRouteError(
+  request: NextRequest,
+  error: unknown,
+  routeName: string,
+): NextResponse {
+  console.error(`API route error in ${routeName}:`, error);
+  if (
+    error instanceof SyntaxError &&
+    error.message.toLowerCase().includes("json")
+  ) {
+    return createApiResponse(request, {
+      error: "Invalid JSON in request body.",
+      status: 400,
+    });
+  }
+  const message =
+    error instanceof Error
+      ? error.message
+      : "An unexpected error occurred processing your request.";
+  return createApiResponse(request, {
+    error: message,
+    status: 500,
+  });
+}
+
+/**
+ * Default OPTIONS handler for CORS preflight requests.
+ */
+export async function defaultOptionsHandler(
+  request: NextRequest,
+): Promise<NextResponse> {
+  const response = new NextResponse(null, { status: 204 });
+  return cors(request, response) as NextResponse;
+}
diff --git a/apps/website/app/utils/supabase/dbUtils.ts b/apps/website/app/utils/supabase/dbUtils.ts
new file mode 100644
index 000000000..daf8533cb
--- /dev/null
+++ b/apps/website/app/utils/supabase/dbUtils.ts
@@ -0,0 +1,425 @@
+import type { SupabaseClient, PostgrestError } from "@supabase/supabase-js";
+import { OK } from "zod";
+import { Database, Tables, TablesInsert } from "~/utils/supabase/types.gen";
+
+export const known_embedding_tables: {
+  [key: string]: {
+    table_name: keyof Database["public"]["Tables"];
+    table_size: number;
+  };
+} = {
+  openai_text_embedding_3_small_1536: {
+    table_name: "ContentEmbedding_openai_text_embedding_3_small_1536",
+    table_size: 1536,
+  },
+};
+
+export type GetOrCreateEntityResult<T> = {
+  entity: T | null;
+  error: string | null;
+  details?: string; // For detailed error messages, e.g., from Supabase
+  created: boolean;
+  status: number; // HTTP status code to suggest
+};
+
+/**
+ * Generic function to get an entity or create it if it doesn't exist.
+ * Handles common race conditions for unique constraint violations.
+ *
+ * @param supabase Supabase client instance.
+ * @param tableName The name of the table.
+ * @param selectQuery The select string, e.g., "id, name, url".
+ * @param matchCriteria An object representing the WHERE clause for lookup, e.g., { url: "some-url" }.
+ * @param insertData Data to insert if the entity is not found.
+ * @param entityName A friendly name for the entity, used in logging and error messages.
+ * @returns Promise<GetOrCreateEntityResult<T>>
+ */
+export async function getOrCreateEntity<
+  TableName extends keyof Database["public"]["Tables"],
+>(
+  supabase: SupabaseClient<Database, "public", Database["public"]>,
+  tableName: keyof Database["public"]["Tables"],
+  selectQuery: string,
+  matchCriteria: Record<string, any>,
+  insertData: TablesInsert<TableName>, // Flexible insert data
+  entityName: string = tableName,
+): Promise<GetOrCreateEntityResult<Tables<TableName>>> {
+  // 1. Try to fetch existing entity
+  let queryBuilder = supabase.from(tableName).select(selectQuery);
+  for (const key in matchCriteria) {
+    queryBuilder = queryBuilder.eq(key, matchCriteria[key]);
+  }
+  const { data: existingEntity, error: fetchError } =
+    await queryBuilder.maybeSingle<Tables<TableName>>();
+
+  if (fetchError) {
+    console.error(`Error fetching ${entityName} by`, matchCriteria, fetchError);
+    return {
+      entity: null,
+      error: `Database error while fetching ${entityName}.`,
+      details: fetchError.message,
+      created: false,
+      status: 500,
+    };
+  }
+
+  if (existingEntity) {
+    console.log(`Found existing ${entityName}:`, existingEntity);
+    return {
+      entity: existingEntity,
+      error: null,
+      created: false,
+      status: 200,
+    };
+  }
+
+  // 2. Create new entity if not found
+  console.log(
+    `${entityName} not found with criteria`,
+    matchCriteria,
+    `creating new one...`,
+  );
+  const { data: newEntity, error: insertError } = await supabase
+    .from(tableName)
+    .insert(insertData)
+    .select(selectQuery)
+    .single<Tables<TableName>>();
+
+  if (insertError) {
+    console.error(
+      `Error inserting new ${entityName}:`,
+      insertData,
+      insertError,
+    );
+    // Handle race condition: unique constraint violation (PostgreSQL error code '23505')
+    if (insertError.code === "23505") {
+      console.warn(
+        `Unique constraint violation on ${entityName} insert for`,
+        matchCriteria,
+        `Attempting to re-fetch.`,
+      );
+      let reFetchQueryBuilder = supabase.from(tableName).select(selectQuery);
+      for (const key in matchCriteria) {
+        reFetchQueryBuilder = reFetchQueryBuilder.eq(key, matchCriteria[key]);
+      }
+      const { data: reFetchedEntity, error: reFetchError } =
+        await reFetchQueryBuilder.maybeSingle<Tables<TableName>>();
+
+      if (reFetchError) {
+        console.error(
+          `Error re-fetching ${entityName} after unique constraint violation:`,
+          reFetchError,
+        );
+        return {
+          entity: null,
+          error: `Database error after unique constraint violation for ${entityName}.`,
+          details: reFetchError.message,
+          created: false,
+          status: 500,
+        };
+      }
+      if (reFetchedEntity) {
+        console.log(`Found ${entityName} on re-fetch:`, reFetchedEntity);
+        return {
+          entity: reFetchedEntity,
+          error: null,
+          created: false,
+          status: 200, // Successfully fetched, though not created by this call
+        };
+      }
+      return {
+        entity: null,
+        error: `Unique constraint violation on ${entityName} insert, and re-fetch failed to find the entity.`,
+        details: insertError.message, // Original insert error
+        created: false,
+        status: 409, // Conflict, and couldn't resolve by re-fetching
+      };
+    }
+    // Handle foreign key constraint violations (PostgreSQL error code '23503')
+    if (insertError.code === "23503") {
+      return {
+        entity: null,
+        error: `Invalid reference: A foreign key constraint was violated while creating ${entityName}.`,
+        details: insertError.message, // Specific FK details are in the message
+        created: false,
+        status: 400, // Usually due to bad input ID
+      };
+    }
+
+    return {
+      entity: null,
+      error: `Database error while inserting ${entityName}.`,
+      details: insertError.message,
+      created: false,
+      status: 500,
+    };
+  }
+
+  if (!newEntity) {
+    // This case should ideally not be reached if insertError is null and .single() is used.
+    console.error(
+      `New ${entityName} was not returned after insert, despite no reported Supabase error.`,
+    );
+    return {
+      entity: null,
+      error: `Failed to retrieve new ${entityName} after insert operation.`,
+      details:
+        "The insert operation might have appeared successful but returned no data.",
+      created: false, // Unsure if created
+      status: 500,
+    };
+  }
+
+  console.log(`Created new ${entityName}:`, newEntity);
+  return { entity: newEntity, error: null, created: true, status: 201 };
+}
+
+export type BatchItemValidator<TInput, TProcessed> = (
+  item: TInput,
+  index: number,
+) => { valid: boolean; error?: string; processedItem?: TProcessed };
+
+export type ItemProcessor<TInput, TProcessed> = (item: TInput) => {
+  valid: boolean;
+  error?: string;
+  processedItem?: TProcessed;
+};
+
+export type ItemValidator<T> = (item: T) => string | null;
+
+export type BatchProcessResult<TRecord> = {
+  data?: TRecord[];
+  error?: string;
+  details?: string; // For DB error details
+  partial_errors?: { index: number; error: string }[];
+  status: number; // HTTP status to suggest
+};
+
+export async function InsertValidatedBatch<
+  TableName extends keyof Database["public"]["Tables"],
+>(
+  supabase: SupabaseClient<any, "public", any>,
+  items: TablesInsert<TableName>[],
+  tableName: string,
+  selectQuery: string, // e.g., "id, field1, field2" or "*"
+  entityName: string = tableName, // For logging
+): Promise<BatchProcessResult<Tables<TableName>>> {
+  const { data: newRecords, error: insertError } = await supabase
+    .from(tableName)
+    .insert(items)
+    .select(selectQuery); // Use the provided select query
+
+  if (insertError) {
+    console.error(`Error batch inserting ${entityName}:`, insertError);
+    return {
+      error: `Database error during batch insert of ${entityName}.`,
+      details: insertError.message,
+      status: 500,
+    };
+  }
+
+  const newRecordsTyped = newRecords as Tables<TableName>[]; // Assert type
+
+  if (!newRecordsTyped || newRecordsTyped.length !== items.length) {
+    console.warn(
+      `Batch insert ${entityName}: Mismatch between processed count (${items.length}) and DB returned count (${newRecordsTyped?.length || 0}).`,
+    );
+    return {
+      error: `Batch insert of ${entityName} might have partially failed or returned unexpected data.`,
+      status: 500, // Or a more specific error
+    };
+  }
+
+  console.log(
+    `Successfully batch inserted ${newRecordsTyped.length} ${entityName} records.`,
+  );
+  return { data: newRecordsTyped, status: 201 };
+}
+
+export async function validateAndInsertBatch<
+  TableName extends keyof Database["public"]["Tables"],
+>(
+  supabase: SupabaseClient<any, "public", any>,
+  items: TablesInsert<TableName>[],
+  tableName: string,
+  selectQuery: string, // e.g., "id, field1, field2" or "*"
+  entityName: string = tableName, // For logging
+  inputValidator: ItemValidator<TablesInsert<TableName>> | null,
+  outputValidator: ItemValidator<Tables<TableName>> | null,
+): Promise<BatchProcessResult<Tables<TableName>>> {
+  let validatedItems: TablesInsert<TableName>[] = [];
+  const validationErrors: { index: number; error: string }[] = [];
+  if (!Array.isArray(items) || items.length === 0) {
+    return {
+      error: `Request body must be a non-empty array of ${entityName} items.`,
+      status: 400,
+    };
+  }
+
+  if (inputValidator !== null) {
+    for (let i = 0; i < items.length; i++) {
+      const item = items[i];
+      if (!item) {
+        // Handles undefined/null items in the array itself
+        validationErrors.push({
+          index: i,
+          error: "Item is undefined or null.",
+        });
+        continue;
+      }
+      const error = inputValidator(item);
+      if (error !== null) {
+        validationErrors.push({
+          index: i,
+          error: error || "Validation failed.",
+        });
+      } else {
+        validatedItems.push(item);
+      }
+    }
+
+    if (validationErrors.length > 0) {
+      return {
+        error: `Validation failed for one or more ${entityName} items.`,
+        partial_errors: validationErrors,
+        status: 400,
+      };
+    }
+  } else {
+    validatedItems = items;
+  }
+  const result = await InsertValidatedBatch<TableName>(
+    supabase,
+    validatedItems,
+    tableName,
+    selectQuery,
+    entityName,
+  );
+  if (result.error || !result.data) {
+    return result;
+  }
+  if (outputValidator !== null) {
+    const validatedResults: Tables<TableName>[] = [];
+    for (let i = 0; i < result.data.length; i++) {
+      const item = result.data[i];
+      if (!item) {
+        // Handles undefined/null items in the array itself
+        validationErrors.push({
+          index: i,
+          error: "Returned item is undefined or null.",
+        });
+        continue;
+      }
+      const error = outputValidator(item);
+      if (error !== null) {
+        validationErrors.push({
+          index: i,
+          error: error || "Validation failed.",
+        });
+      } else {
+        validatedResults.push(item);
+      }
+    }
+
+    if (validationErrors.length > 0) {
+      return {
+        error: `Validation failed for one or more ${entityName} results.`,
+        partial_errors: validationErrors,
+        status: 500,
+      };
+    }
+  }
+  return result;
+}
+
+export async function processAndInsertBatch<
+  TableName extends keyof Database["public"]["Tables"],
+  InputType,
+  OutputType,
+>(
+  supabase: SupabaseClient<any, "public", any>,
+  items: InputType[],
+  tableName: string,
+  selectQuery: string, // e.g., "id, field1, field2" or "*"
+  entityName: string = tableName, // For logging
+  inputProcessor: ItemProcessor<InputType, TablesInsert<TableName>>,
+  outputProcessor: ItemProcessor<Tables<TableName>, OutputType>,
+): Promise<BatchProcessResult<OutputType>> {
+  let processedItems: TablesInsert<TableName>[] = [];
+  const validationErrors: { index: number; error: string }[] = [];
+  if (!Array.isArray(items) || items.length === 0) {
+    return {
+      error: `Request body must be a non-empty array of ${entityName} items.`,
+      status: 400,
+    };
+  }
+
+  for (let i = 0; i < items.length; i++) {
+    const item = items[i];
+    if (!item) {
+      // Handles undefined/null items in the array itself
+      validationErrors.push({
+        index: i,
+        error: "Item is undefined or null.",
+      });
+      continue;
+    }
+    const { valid, error, processedItem } = inputProcessor(item);
+    if (!valid || !processedItem) {
+      validationErrors.push({
+        index: i,
+        error: error || "Validation failed.",
+      });
+    } else {
+      processedItems.push(processedItem);
+    }
+  }
+
+  if (validationErrors.length > 0) {
+    return {
+      error: `Validation failed for one or more ${entityName} items.`,
+      partial_errors: validationErrors,
+      status: 400,
+    };
+  }
+  const result = await InsertValidatedBatch<TableName>(
+    supabase,
+    processedItems,
+    tableName,
+    selectQuery,
+    entityName,
+  );
+  if (result.error || !result.data) {
+    return { ...result, data: [] };
+  }
+  const processedResults: OutputType[] = [];
+  for (let i = 0; i < result.data.length; i++) {
+    const item = result.data[i];
+    if (!item) {
+      // Handles undefined/null items in the array itself
+      validationErrors.push({
+        index: i,
+        error: "Returned item is undefined or null.",
+      });
+      continue;
+    }
+    const { valid, error, processedItem } = outputProcessor(item);
+    if (!valid || !processedItem) {
+      validationErrors.push({
+        index: i,
+        error: error || "Result validation failed.",
+      });
+    } else {
+      processedResults.push(processedItem);
+    }
+  }
+
+  if (validationErrors.length > 0) {
+    return {
+      error: `Validation failed for one or more ${entityName} results.`,
+      partial_errors: validationErrors,
+      status: 500,
+    };
+  }
+  return { ...result, data: processedResults };
+}
diff --git a/apps/website/app/utils/supabase/server.ts b/apps/website/app/utils/supabase/server.ts
new file mode 100644
index 000000000..1434dbebf
--- /dev/null
+++ b/apps/website/app/utils/supabase/server.ts
@@ -0,0 +1,44 @@
+import { createServerClient, type CookieOptions } from "@supabase/ssr";
+import { cookies } from "next/headers";
+import { Database } from "~/utils/supabase/types.gen";
+
+export async function createClient() {
+  const cookieStore = await cookies();
+
+  return createServerClient<Database>(
+    process.env.NEXT_PUBLIC_SUPABASE_URL!,
+    process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY!,
+    {
+      cookies: {
+        getAll() {
+          return cookieStore.getAll();
+        },
+        setAll(
+          cookiesToSet: {
+            name: string;
+            value: string;
+            options: CookieOptions;
+          }[],
+        ) {
+          try {
+            cookiesToSet.forEach(
+              ({
+                name,
+                value,
+                options,
+              }: {
+                name: string;
+                value: string;
+                options: CookieOptions;
+              }) => cookieStore.set(name, value, options),
+            );
+          } catch {
+            // The `setAll` method was called from a Server Component.
+            // This can be ignored if you have middleware refreshing
+            // user sessions.
+          }
+        },
+      },
+    },
+  );
+}
diff --git a/apps/website/app/utils/supabase/types.gen.ts b/apps/website/app/utils/supabase/types.gen.ts
new file mode 100644
index 000000000..a3981b363
--- /dev/null
+++ b/apps/website/app/utils/supabase/types.gen.ts
@@ -0,0 +1,803 @@
+export type Json =
+  | string
+  | number
+  | boolean
+  | null
+  | { [key: string]: Json | undefined }
+  | Json[]
+
+export type Database = {
+  public: {
+    Tables: {
+      Account: {
+        Row: {
+          active: boolean
+          id: number
+          person_id: number
+          platform_id: number
+          write_permission: boolean
+        }
+        Insert: {
+          active?: boolean
+          id?: number
+          person_id: number
+          platform_id: number
+          write_permission: boolean
+        }
+        Update: {
+          active?: boolean
+          id?: number
+          person_id?: number
+          platform_id?: number
+          write_permission?: boolean
+        }
+        Relationships: [
+          {
+            foreignKeyName: "Account_person_id_fkey"
+            columns: ["person_id"]
+            isOneToOne: false
+            referencedRelation: "Agent"
+            referencedColumns: ["id"]
+          },
+          {
+            foreignKeyName: "Account_platform_id_fkey"
+            columns: ["platform_id"]
+            isOneToOne: false
+            referencedRelation: "Platform"
+            referencedColumns: ["id"]
+          },
+        ]
+      }
+      Agent: {
+        Row: {
+          id: number
+          type: Database["public"]["Enums"]["EntityType"]
+        }
+        Insert: {
+          id?: number
+          type: Database["public"]["Enums"]["EntityType"]
+        }
+        Update: {
+          id?: number
+          type?: Database["public"]["Enums"]["EntityType"]
+        }
+        Relationships: []
+      }
+      AutomatedAgent: {
+        Row: {
+          deterministic: boolean | null
+          id: number
+          metadata: Json
+          name: string
+          version: string | null
+        }
+        Insert: {
+          deterministic?: boolean | null
+          id: number
+          metadata?: Json
+          name: string
+          version?: string | null
+        }
+        Update: {
+          deterministic?: boolean | null
+          id?: number
+          metadata?: Json
+          name?: string
+          version?: string | null
+        }
+        Relationships: [
+          {
+            foreignKeyName: "automated_agent_id_fkey"
+            columns: ["id"]
+            isOneToOne: true
+            referencedRelation: "Agent"
+            referencedColumns: ["id"]
+          },
+        ]
+      }
+      Concept: {
+        Row: {
+          arity: number
+          author_id: number | null
+          content: Json
+          created: string
+          description: string | null
+          epistemic_status: Database["public"]["Enums"]["EpistemicStatus"]
+          id: number
+          is_schema: boolean
+          last_modified: string
+          name: string
+          represented_by_id: number | null
+          schema_id: number | null
+          space_id: number | null
+        }
+        Insert: {
+          arity?: number
+          author_id?: number | null
+          content?: Json
+          created: string
+          description?: string | null
+          epistemic_status?: Database["public"]["Enums"]["EpistemicStatus"]
+          id?: number
+          is_schema?: boolean
+          last_modified: string
+          name: string
+          represented_by_id?: number | null
+          schema_id?: number | null
+          space_id?: number | null
+        }
+        Update: {
+          arity?: number
+          author_id?: number | null
+          content?: Json
+          created?: string
+          description?: string | null
+          epistemic_status?: Database["public"]["Enums"]["EpistemicStatus"]
+          id?: number
+          is_schema?: boolean
+          last_modified?: string
+          name?: string
+          represented_by_id?: number | null
+          schema_id?: number | null
+          space_id?: number | null
+        }
+        Relationships: [
+          {
+            foreignKeyName: "Concept_author_id_fkey"
+            columns: ["author_id"]
+            isOneToOne: false
+            referencedRelation: "Agent"
+            referencedColumns: ["id"]
+          },
+          {
+            foreignKeyName: "Concept_represented_by_id_fkey"
+            columns: ["represented_by_id"]
+            isOneToOne: false
+            referencedRelation: "Content"
+            referencedColumns: ["id"]
+          },
+          {
+            foreignKeyName: "Concept_schema_id_fkey"
+            columns: ["schema_id"]
+            isOneToOne: false
+            referencedRelation: "Concept"
+            referencedColumns: ["id"]
+          },
+          {
+            foreignKeyName: "Concept_space_id_fkey"
+            columns: ["space_id"]
+            isOneToOne: false
+            referencedRelation: "Space"
+            referencedColumns: ["id"]
+          },
+        ]
+      }
+      concept_contributors: {
+        Row: {
+          concept_id: number
+          contributor_id: number
+        }
+        Insert: {
+          concept_id: number
+          contributor_id: number
+        }
+        Update: {
+          concept_id?: number
+          contributor_id?: number
+        }
+        Relationships: [
+          {
+            foreignKeyName: "concept_contributors_concept_id_fkey"
+            columns: ["concept_id"]
+            isOneToOne: false
+            referencedRelation: "Concept"
+            referencedColumns: ["id"]
+          },
+          {
+            foreignKeyName: "concept_contributors_contributor_id_fkey"
+            columns: ["contributor_id"]
+            isOneToOne: false
+            referencedRelation: "Agent"
+            referencedColumns: ["id"]
+          },
+        ]
+      }
+      Content: {
+        Row: {
+          author_id: number | null
+          created: string
+          creator_id: number | null
+          document_id: number
+          id: number
+          last_modified: string
+          metadata: Json
+          part_of_id: number | null
+          scale: Database["public"]["Enums"]["Scale"]
+          source_local_id: string | null
+          space_id: number | null
+          text: string
+        }
+        Insert: {
+          author_id?: number | null
+          created: string
+          creator_id?: number | null
+          document_id: number
+          id?: number
+          last_modified: string
+          metadata?: Json
+          part_of_id?: number | null
+          scale: Database["public"]["Enums"]["Scale"]
+          source_local_id?: string | null
+          space_id?: number | null
+          text: string
+        }
+        Update: {
+          author_id?: number | null
+          created?: string
+          creator_id?: number | null
+          document_id?: number
+          id?: number
+          last_modified?: string
+          metadata?: Json
+          part_of_id?: number | null
+          scale?: Database["public"]["Enums"]["Scale"]
+          source_local_id?: string | null
+          space_id?: number | null
+          text?: string
+        }
+        Relationships: [
+          {
+            foreignKeyName: "Content_author_id_fkey"
+            columns: ["author_id"]
+            isOneToOne: false
+            referencedRelation: "Agent"
+            referencedColumns: ["id"]
+          },
+          {
+            foreignKeyName: "Content_creator_id_fkey"
+            columns: ["creator_id"]
+            isOneToOne: false
+            referencedRelation: "Agent"
+            referencedColumns: ["id"]
+          },
+          {
+            foreignKeyName: "Content_document_id_fkey"
+            columns: ["document_id"]
+            isOneToOne: false
+            referencedRelation: "Document"
+            referencedColumns: ["id"]
+          },
+          {
+            foreignKeyName: "Content_part_of_id_fkey"
+            columns: ["part_of_id"]
+            isOneToOne: false
+            referencedRelation: "Content"
+            referencedColumns: ["id"]
+          },
+          {
+            foreignKeyName: "Content_space_id_fkey"
+            columns: ["space_id"]
+            isOneToOne: false
+            referencedRelation: "Space"
+            referencedColumns: ["id"]
+          },
+        ]
+      }
+      content_contributors: {
+        Row: {
+          content_id: number
+          contributor_id: number
+        }
+        Insert: {
+          content_id: number
+          contributor_id: number
+        }
+        Update: {
+          content_id?: number
+          contributor_id?: number
+        }
+        Relationships: [
+          {
+            foreignKeyName: "content_contributors_content_id_fkey"
+            columns: ["content_id"]
+            isOneToOne: false
+            referencedRelation: "Content"
+            referencedColumns: ["id"]
+          },
+          {
+            foreignKeyName: "content_contributors_contributor_id_fkey"
+            columns: ["contributor_id"]
+            isOneToOne: false
+            referencedRelation: "Agent"
+            referencedColumns: ["id"]
+          },
+        ]
+      }
+      ContentEmbedding_openai_text_embedding_3_small_1536: {
+        Row: {
+          model: Database["public"]["Enums"]["EmbeddingName"]
+          obsolete: boolean | null
+          target_id: number
+          vector: string
+        }
+        Insert: {
+          model?: Database["public"]["Enums"]["EmbeddingName"]
+          obsolete?: boolean | null
+          target_id: number
+          vector: string
+        }
+        Update: {
+          model?: Database["public"]["Enums"]["EmbeddingName"]
+          obsolete?: boolean | null
+          target_id?: number
+          vector?: string
+        }
+        Relationships: [
+          {
+            foreignKeyName: "ContentEmbedding_openai_text_embedding_3_small_1_target_id_fkey"
+            columns: ["target_id"]
+            isOneToOne: true
+            referencedRelation: "Content"
+            referencedColumns: ["id"]
+          },
+        ]
+      }
+      Document: {
+        Row: {
+          author_id: number
+          contents: unknown | null
+          created: string
+          id: number
+          last_modified: string
+          metadata: Json
+          source_local_id: string | null
+          space_id: number | null
+          url: string | null
+        }
+        Insert: {
+          author_id: number
+          contents?: unknown | null
+          created: string
+          id?: number
+          last_modified: string
+          metadata?: Json
+          source_local_id?: string | null
+          space_id?: number | null
+          url?: string | null
+        }
+        Update: {
+          author_id?: number
+          contents?: unknown | null
+          created?: string
+          id?: number
+          last_modified?: string
+          metadata?: Json
+          source_local_id?: string | null
+          space_id?: number | null
+          url?: string | null
+        }
+        Relationships: [
+          {
+            foreignKeyName: "Document_author_id_fkey"
+            columns: ["author_id"]
+            isOneToOne: false
+            referencedRelation: "Agent"
+            referencedColumns: ["id"]
+          },
+          {
+            foreignKeyName: "Document_space_id_fkey"
+            columns: ["space_id"]
+            isOneToOne: false
+            referencedRelation: "Space"
+            referencedColumns: ["id"]
+          },
+        ]
+      }
+      Person: {
+        Row: {
+          email: string
+          id: number
+          name: string
+          orcid: string | null
+        }
+        Insert: {
+          email: string
+          id: number
+          name: string
+          orcid?: string | null
+        }
+        Update: {
+          email?: string
+          id?: number
+          name?: string
+          orcid?: string | null
+        }
+        Relationships: [
+          {
+            foreignKeyName: "person_id_fkey"
+            columns: ["id"]
+            isOneToOne: true
+            referencedRelation: "Agent"
+            referencedColumns: ["id"]
+          },
+        ]
+      }
+      Platform: {
+        Row: {
+          id: number
+          name: string
+          url: string
+        }
+        Insert: {
+          id?: number
+          name: string
+          url: string
+        }
+        Update: {
+          id?: number
+          name?: string
+          url?: string
+        }
+        Relationships: []
+      }
+      Space: {
+        Row: {
+          id: number
+          name: string
+          platform_id: number
+          url: string | null
+        }
+        Insert: {
+          id?: number
+          name: string
+          platform_id: number
+          url?: string | null
+        }
+        Update: {
+          id?: number
+          name?: string
+          platform_id?: number
+          url?: string | null
+        }
+        Relationships: [
+          {
+            foreignKeyName: "Space_platform_id_fkey"
+            columns: ["platform_id"]
+            isOneToOne: false
+            referencedRelation: "Platform"
+            referencedColumns: ["id"]
+          },
+        ]
+      }
+      SpaceAccess: {
+        Row: {
+          account_id: number
+          editor: boolean
+          id: number
+          space_id: number | null
+        }
+        Insert: {
+          account_id: number
+          editor: boolean
+          id?: number
+          space_id?: number | null
+        }
+        Update: {
+          account_id?: number
+          editor?: boolean
+          id?: number
+          space_id?: number | null
+        }
+        Relationships: [
+          {
+            foreignKeyName: "SpaceAccess_account_id_fkey"
+            columns: ["account_id"]
+            isOneToOne: false
+            referencedRelation: "Account"
+            referencedColumns: ["id"]
+          },
+          {
+            foreignKeyName: "SpaceAccess_space_id_fkey"
+            columns: ["space_id"]
+            isOneToOne: false
+            referencedRelation: "Space"
+            referencedColumns: ["id"]
+          },
+        ]
+      }
+      sync_info: {
+        Row: {
+          failure_count: number | null
+          id: number
+          last_task_end: string | null
+          last_task_start: string | null
+          status: Database["public"]["Enums"]["task_status"] | null
+          sync_function: string | null
+          sync_target: number | null
+          task_times_out_at: string | null
+          worker: string
+        }
+        Insert: {
+          failure_count?: number | null
+          id?: number
+          last_task_end?: string | null
+          last_task_start?: string | null
+          status?: Database["public"]["Enums"]["task_status"] | null
+          sync_function?: string | null
+          sync_target?: number | null
+          task_times_out_at?: string | null
+          worker: string
+        }
+        Update: {
+          failure_count?: number | null
+          id?: number
+          last_task_end?: string | null
+          last_task_start?: string | null
+          status?: Database["public"]["Enums"]["task_status"] | null
+          sync_function?: string | null
+          sync_target?: number | null
+          task_times_out_at?: string | null
+          worker?: string
+        }
+        Relationships: []
+      }
+    }
+    Views: {
+      [_ in never]: never
+    }
+    Functions: {
+      end_sync_task: {
+        Args: {
+          s_target: number
+          s_function: string
+          s_worker: string
+          s_status: Database["public"]["Enums"]["task_status"]
+        }
+        Returns: undefined
+      }
+      get_nodes_needing_sync: {
+        Args: { nodes_from_roam: Json }
+        Returns: {
+          uid_to_sync: string
+        }[]
+      }
+      match_content_embeddings: {
+        Args: {
+          query_embedding: string
+          match_threshold: number
+          match_count: number
+          current_document_id?: number
+        }
+        Returns: {
+          content_id: number
+          roam_uid: string
+          text_content: string
+          similarity: number
+        }[]
+      }
+      match_embeddings_for_subset_nodes: {
+        Args: { p_query_embedding: string; p_subset_roam_uids: string[] }
+        Returns: {
+          content_id: number
+          roam_uid: string
+          text_content: string
+          similarity: number
+        }[]
+      }
+      propose_sync_task: {
+        Args: {
+          s_target: number
+          s_function: string
+          s_worker: string
+          timeout: unknown
+          task_interval: unknown
+        }
+        Returns: unknown
+      }
+    }
+    Enums: {
+      EmbeddingName:
+        | "openai_text_embedding_ada2_1536"
+        | "openai_text_embedding_3_small_512"
+        | "openai_text_embedding_3_small_1536"
+        | "openai_text_embedding_3_large_256"
+        | "openai_text_embedding_3_large_1024"
+        | "openai_text_embedding_3_large_3072"
+      EntityType:
+        | "Platform"
+        | "Space"
+        | "Account"
+        | "Person"
+        | "AutomatedAgent"
+        | "Document"
+        | "Content"
+        | "Concept"
+        | "ConceptSchema"
+        | "ContentLink"
+        | "Occurrence"
+      EpistemicStatus:
+        | "certainly_not"
+        | "strong_evidence_against"
+        | "could_be_false"
+        | "unknown"
+        | "uncertain"
+        | "contentious"
+        | "could_be_true"
+        | "strong_evidence_for"
+        | "certain"
+      Scale:
+        | "document"
+        | "post"
+        | "chunk_unit"
+        | "section"
+        | "block"
+        | "field"
+        | "paragraph"
+        | "quote"
+        | "sentence"
+        | "phrase"
+      task_status: "active" | "timeout" | "complete" | "failed"
+    }
+    CompositeTypes: {
+      [_ in never]: never
+    }
+  }
+}
+
+type DefaultSchema = Database[Extract<keyof Database, "public">]
+
+export type Tables<
+  DefaultSchemaTableNameOrOptions extends
+    | keyof (DefaultSchema["Tables"] & DefaultSchema["Views"])
+    | { schema: keyof Database },
+  TableName extends DefaultSchemaTableNameOrOptions extends {
+    schema: keyof Database
+  }
+    ? keyof (Database[DefaultSchemaTableNameOrOptions["schema"]]["Tables"] &
+        Database[DefaultSchemaTableNameOrOptions["schema"]]["Views"])
+    : never = never,
+> = DefaultSchemaTableNameOrOptions extends { schema: keyof Database }
+  ? (Database[DefaultSchemaTableNameOrOptions["schema"]]["Tables"] &
+      Database[DefaultSchemaTableNameOrOptions["schema"]]["Views"])[TableName] extends {
+      Row: infer R
+    }
+    ? R
+    : never
+  : DefaultSchemaTableNameOrOptions extends keyof (DefaultSchema["Tables"] &
+        DefaultSchema["Views"])
+    ? (DefaultSchema["Tables"] &
+        DefaultSchema["Views"])[DefaultSchemaTableNameOrOptions] extends {
+        Row: infer R
+      }
+      ? R
+      : never
+    : never
+
+export type TablesInsert<
+  DefaultSchemaTableNameOrOptions extends
+    | keyof DefaultSchema["Tables"]
+    | { schema: keyof Database },
+  TableName extends DefaultSchemaTableNameOrOptions extends {
+    schema: keyof Database
+  }
+    ? keyof Database[DefaultSchemaTableNameOrOptions["schema"]]["Tables"]
+    : never = never,
+> = DefaultSchemaTableNameOrOptions extends { schema: keyof Database }
+  ? Database[DefaultSchemaTableNameOrOptions["schema"]]["Tables"][TableName] extends {
+      Insert: infer I
+    }
+    ? I
+    : never
+  : DefaultSchemaTableNameOrOptions extends keyof DefaultSchema["Tables"]
+    ? DefaultSchema["Tables"][DefaultSchemaTableNameOrOptions] extends {
+        Insert: infer I
+      }
+      ? I
+      : never
+    : never
+
+export type TablesUpdate<
+  DefaultSchemaTableNameOrOptions extends
+    | keyof DefaultSchema["Tables"]
+    | { schema: keyof Database },
+  TableName extends DefaultSchemaTableNameOrOptions extends {
+    schema: keyof Database
+  }
+    ? keyof Database[DefaultSchemaTableNameOrOptions["schema"]]["Tables"]
+    : never = never,
+> = DefaultSchemaTableNameOrOptions extends { schema: keyof Database }
+  ? Database[DefaultSchemaTableNameOrOptions["schema"]]["Tables"][TableName] extends {
+      Update: infer U
+    }
+    ? U
+    : never
+  : DefaultSchemaTableNameOrOptions extends keyof DefaultSchema["Tables"]
+    ? DefaultSchema["Tables"][DefaultSchemaTableNameOrOptions] extends {
+        Update: infer U
+      }
+      ? U
+      : never
+    : never
+
+export type Enums<
+  DefaultSchemaEnumNameOrOptions extends
+    | keyof DefaultSchema["Enums"]
+    | { schema: keyof Database },
+  EnumName extends DefaultSchemaEnumNameOrOptions extends {
+    schema: keyof Database
+  }
+    ? keyof Database[DefaultSchemaEnumNameOrOptions["schema"]]["Enums"]
+    : never = never,
+> = DefaultSchemaEnumNameOrOptions extends { schema: keyof Database }
+  ? Database[DefaultSchemaEnumNameOrOptions["schema"]]["Enums"][EnumName]
+  : DefaultSchemaEnumNameOrOptions extends keyof DefaultSchema["Enums"]
+    ? DefaultSchema["Enums"][DefaultSchemaEnumNameOrOptions]
+    : never
+
+export type CompositeTypes<
+  PublicCompositeTypeNameOrOptions extends
+    | keyof DefaultSchema["CompositeTypes"]
+    | { schema: keyof Database },
+  CompositeTypeName extends PublicCompositeTypeNameOrOptions extends {
+    schema: keyof Database
+  }
+    ? keyof Database[PublicCompositeTypeNameOrOptions["schema"]]["CompositeTypes"]
+    : never = never,
+> = PublicCompositeTypeNameOrOptions extends { schema: keyof Database }
+  ? Database[PublicCompositeTypeNameOrOptions["schema"]]["CompositeTypes"][CompositeTypeName]
+  : PublicCompositeTypeNameOrOptions extends keyof DefaultSchema["CompositeTypes"]
+    ? DefaultSchema["CompositeTypes"][PublicCompositeTypeNameOrOptions]
+    : never
+
+export const Constants = {
+  public: {
+    Enums: {
+      EmbeddingName: [
+        "openai_text_embedding_ada2_1536",
+        "openai_text_embedding_3_small_512",
+        "openai_text_embedding_3_small_1536",
+        "openai_text_embedding_3_large_256",
+        "openai_text_embedding_3_large_1024",
+        "openai_text_embedding_3_large_3072",
+      ],
+      EntityType: [
+        "Platform",
+        "Space",
+        "Account",
+        "Person",
+        "AutomatedAgent",
+        "Document",
+        "Content",
+        "Concept",
+        "ConceptSchema",
+        "ContentLink",
+        "Occurrence",
+      ],
+      EpistemicStatus: [
+        "certainly_not",
+        "strong_evidence_against",
+        "could_be_false",
+        "unknown",
+        "uncertain",
+        "contentious",
+        "could_be_true",
+        "strong_evidence_for",
+        "certain",
+      ],
+      Scale: [
+        "document",
+        "post",
+        "chunk_unit",
+        "section",
+        "block",
+        "field",
+        "paragraph",
+        "quote",
+        "sentence",
+        "phrase",
+      ],
+      task_status: ["active", "timeout", "complete", "failed"],
+    },
+  },
+} as const
+
diff --git a/apps/website/package.json b/apps/website/package.json
index 95e1e794d..8cd22fa07 100644
--- a/apps/website/package.json
+++ b/apps/website/package.json
@@ -14,8 +14,10 @@
     "@repo/types": "*",
     "@repo/ui": "*",
     "@sindresorhus/slugify": "^2.2.1",
+    "@supabase/ssr": "^0.6.1",
     "gray-matter": "^4.0.3",
     "next": "^15.0.3",
+    "openai": "^4.97.0",
     "react": "19.0.0-rc-66855b96-20241106",
     "react-dom": "19.0.0-rc-66855b96-20241106",
     "rehype-parse": "^9.0.1",
diff --git a/package-lock.json b/package-lock.json
index 87d8011db..fd2877119 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -47,847 +47,527 @@
         "typescript": "4.7.4"
       }
     },
-    "apps/obsidian/node_modules/@esbuild/android-arm": {
+    "apps/obsidian/node_modules/@esbuild/darwin-arm64": {
       "version": "0.17.3",
-      "resolved": "https://registry.npmjs.org/@esbuild/android-arm/-/android-arm-0.17.3.tgz",
-      "integrity": "sha512-1Mlz934GvbgdDmt26rTLmf03cAgLg5HyOgJN+ZGCeP3Q9ynYTNMn2/LQxIl7Uy+o4K6Rfi2OuLsr12JQQR8gNg==",
       "cpu": [
-        "arm"
+        "arm64"
       ],
       "dev": true,
       "license": "MIT",
       "optional": true,
       "os": [
-        "android"
+        "darwin"
       ],
       "engines": {
         "node": ">=12"
       }
     },
-    "apps/obsidian/node_modules/@esbuild/android-arm64": {
-      "version": "0.17.3",
-      "resolved": "https://registry.npmjs.org/@esbuild/android-arm64/-/android-arm64-0.17.3.tgz",
-      "integrity": "sha512-XvJsYo3dO3Pi4kpalkyMvfQsjxPWHYjoX4MDiB/FUM4YMfWcXa5l4VCwFWVYI1+92yxqjuqrhNg0CZg3gSouyQ==",
-      "cpu": [
-        "arm64"
-      ],
+    "apps/obsidian/node_modules/@types/node": {
+      "version": "16.18.125",
+      "dev": true,
+      "license": "MIT"
+    },
+    "apps/obsidian/node_modules/@typescript-eslint/eslint-plugin": {
+      "version": "5.29.0",
       "dev": true,
       "license": "MIT",
-      "optional": true,
-      "os": [
-        "android"
-      ],
+      "dependencies": {
+        "@typescript-eslint/scope-manager": "5.29.0",
+        "@typescript-eslint/type-utils": "5.29.0",
+        "@typescript-eslint/utils": "5.29.0",
+        "debug": "^4.3.4",
+        "functional-red-black-tree": "^1.0.1",
+        "ignore": "^5.2.0",
+        "regexpp": "^3.2.0",
+        "semver": "^7.3.7",
+        "tsutils": "^3.21.0"
+      },
       "engines": {
-        "node": ">=12"
+        "node": "^12.22.0 || ^14.17.0 || >=16.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/typescript-eslint"
+      },
+      "peerDependencies": {
+        "@typescript-eslint/parser": "^5.0.0",
+        "eslint": "^6.0.0 || ^7.0.0 || ^8.0.0"
+      },
+      "peerDependenciesMeta": {
+        "typescript": {
+          "optional": true
+        }
       }
     },
-    "apps/obsidian/node_modules/@esbuild/android-x64": {
-      "version": "0.17.3",
-      "resolved": "https://registry.npmjs.org/@esbuild/android-x64/-/android-x64-0.17.3.tgz",
-      "integrity": "sha512-nuV2CmLS07Gqh5/GrZLuqkU9Bm6H6vcCspM+zjp9TdQlxJtIe+qqEXQChmfc7nWdyr/yz3h45Utk1tUn8Cz5+A==",
-      "cpu": [
-        "x64"
-      ],
+    "apps/obsidian/node_modules/@typescript-eslint/parser": {
+      "version": "5.29.0",
       "dev": true,
-      "license": "MIT",
-      "optional": true,
-      "os": [
-        "android"
-      ],
+      "license": "BSD-2-Clause",
+      "dependencies": {
+        "@typescript-eslint/scope-manager": "5.29.0",
+        "@typescript-eslint/types": "5.29.0",
+        "@typescript-eslint/typescript-estree": "5.29.0",
+        "debug": "^4.3.4"
+      },
       "engines": {
-        "node": ">=12"
+        "node": "^12.22.0 || ^14.17.0 || >=16.0.0"
+      },
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       "dependencies": {
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@@ -904,2800 +584,1704 @@
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       "dependencies": {
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+    "apps/roam/node_modules/@radix-ui/rect": {
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       "dependencies": {
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+      "bin": {
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       },
       "engines": {
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       "peer": true,
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       "license": "Apache-2.0",
       "peer": true,
       "dependencies": {
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         "node": ">=14.0.0"
       }
     },
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       "license": "0BSD",
       "peer": true
     },
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       "license": "Apache-2.0",
       "peer": true,
       "dependencies": {
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-    },
-    "apps/roam/node_modules/@smithy/util-defaults-mode-node": {
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       "license": "Apache-2.0",
       "peer": true,
       "dependencies": {
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       }
     },
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       "license": "0BSD",
       "peer": true
     },
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-    "apps/roam/node_modules/@smithy/util-hex-encoding/node_modules/tslib": {
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       "version": "2.6.2",
       "license": "0BSD",
       "peer": true
     },
-    "apps/roam/node_modules/@smithy/util-middleware": {
-      "version": "2.0.2",
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       "license": "Apache-2.0",
       "peer": true,
       "dependencies": {
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         "node": ">=14.0.0"
       }
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       "license": "0BSD",
       "peer": true
     },
-    "apps/roam/node_modules/@smithy/util-retry": {
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       "license": "Apache-2.0",
       "peer": true,
       "dependencies": {
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+        "@smithy/node-config-provider": "^2.0.12",
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         "@smithy/types": "^2.3.3",
+        "@smithy/url-parser": "^2.0.9",
         "tslib": "^2.5.0"
       },
       "engines": {
-        "node": ">= 14.0.0"
+        "node": ">=14.0.0"
       }
     },
-    "apps/roam/node_modules/@smithy/util-retry/node_modules/tslib": {
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       "license": "0BSD",
       "peer": true
     },
-    "apps/roam/node_modules/@smithy/util-stream": {
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       "license": "Apache-2.0",
       "peer": true,
       "dependencies": {
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-        "@smithy/util-buffer-from": "^2.0.0",
+        "@aws-crypto/crc32": "3.0.0",
+        "@smithy/types": "^2.3.3",
         "@smithy/util-hex-encoding": "^2.0.0",
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-        "node": ">=14.0.0"
       }
     },
-    "apps/roam/node_modules/@smithy/util-stream/node_modules/tslib": {
+    "apps/roam/node_modules/@smithy/eventstream-codec/node_modules/tslib": {
       "version": "2.6.2",
       "license": "0BSD",
       "peer": true
     },
-    "apps/roam/node_modules/@smithy/util-uri-escape": {
-      "version": "2.0.0",
+    "apps/roam/node_modules/@smithy/eventstream-serde-browser": {
+      "version": "2.0.9",
       "license": "Apache-2.0",
       "peer": true,
       "dependencies": {
+        "@smithy/eventstream-serde-universal": "^2.0.9",
+        "@smithy/types": "^2.3.3",
         "tslib": "^2.5.0"
       },
       "engines": {
         "node": ">=14.0.0"
       }
     },
-    "apps/roam/node_modules/@smithy/util-uri-escape/node_modules/tslib": {
+    "apps/roam/node_modules/@smithy/eventstream-serde-browser/node_modules/tslib": {
       "version": "2.6.2",
       "license": "0BSD",
       "peer": true
     },
-    "apps/roam/node_modules/@smithy/util-utf8": {
-      "version": "2.0.0",
+    "apps/roam/node_modules/@smithy/eventstream-serde-config-resolver": {
+      "version": "2.0.9",
       "license": "Apache-2.0",
       "peer": true,
       "dependencies": {
-        "@smithy/util-buffer-from": "^2.0.0",
+        "@smithy/types": "^2.3.3",
         "tslib": "^2.5.0"
       },
       "engines": {
         "node": ">=14.0.0"
       }
     },
-    "apps/roam/node_modules/@smithy/util-utf8/node_modules/tslib": {
+    "apps/roam/node_modules/@smithy/eventstream-serde-config-resolver/node_modules/tslib": {
       "version": "2.6.2",
       "license": "0BSD",
       "peer": true
     },
-    "apps/roam/node_modules/@smithy/util-waiter": {
+    "apps/roam/node_modules/@smithy/eventstream-serde-node": {
       "version": "2.0.9",
       "license": "Apache-2.0",
       "peer": true,
       "dependencies": {
-        "@smithy/abort-controller": "^2.0.9",
+        "@smithy/eventstream-serde-universal": "^2.0.9",
         "@smithy/types": "^2.3.3",
         "tslib": "^2.5.0"
       },
@@ -3705,2931 +2289,3052 @@
         "node": ">=14.0.0"
       }
     },
-    "apps/roam/node_modules/@smithy/util-waiter/node_modules/tslib": {
+    "apps/roam/node_modules/@smithy/eventstream-serde-node/node_modules/tslib": {
       "version": "2.6.2",
       "license": "0BSD",
       "peer": true
     },
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-        "pretty-format": "^27.0.2"
-      },
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-      }
-    },
-    "apps/roam/node_modules/@testing-library/react": {
-      "version": "14.0.0",
-      "license": "MIT",
+    "apps/roam/node_modules/@smithy/eventstream-serde-universal": {
+      "version": "2.0.9",
+      "license": "Apache-2.0",
       "peer": true,
       "dependencies": {
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-        "@testing-library/dom": "^9.0.0",
-        "@types/react-dom": "^18.0.0"
-      },
-      "engines": {
-        "node": ">=14"
+        "@smithy/eventstream-codec": "^2.0.9",
+        "@smithy/types": "^2.3.3",
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       },
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-        "react-dom": "^18.0.0"
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-      "license": "Apache-2.0",
-      "dependencies": {
-        "@tldraw/tlschema": "2.0.0-canary.ffda4cfb"
+        "node": ">=14.0.0"
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+      "peer": true
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       "license": "MIT",
       "peer": true,
       "dependencies": {
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+        "@babel/runtime": "^7.1.2",
+        "@hypnosphi/create-react-context": "^0.3.1",
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+        "prop-types": "^15.6.1",
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+        "warning": "^4.0.2"
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     },
-    "apps/roam/node_modules/url/node_modules/punycode": {
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-      "license": "MIT"
-    },
-    "apps/roam/node_modules/use-callback-ref": {
-      "version": "1.3.0",
+    "apps/roam/node_modules/react-remove-scroll": {
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       "license": "MIT",
       "dependencies": {
-        "tslib": "^2.0.0"
+        "react-remove-scroll-bar": "^2.3.3",
+        "react-style-singleton": "^2.2.1",
+        "tslib": "^2.1.0",
+        "use-callback-ref": "^1.3.0",
+        "use-sidecar": "^1.1.2"
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@@ -6644,10 +5349,18 @@
         }
       }
     },
-    "apps/roam/node_modules/use-isomorphic-layout-effect": {
-      "version": "1.1.2",
+    "apps/roam/node_modules/react-remove-scroll-bar": {
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       "license": "MIT",
+      "dependencies": {
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+        "tslib": "^2.0.0"
+      },
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+        "node": ">=10"
+      },
       "peerDependencies": {
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         "react": "^16.8.0 || ^17.0.0 || ^18.0.0"
       },
       "peerDependenciesMeta": {
@@ -6656,18 +5369,19 @@
         }
       }
     },
-    "apps/roam/node_modules/use-sidecar": {
-      "version": "1.1.2",
+    "apps/roam/node_modules/react-style-singleton": {
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       "license": "MIT",
       "dependencies": {
-        "detect-node-es": "^1.1.0",
+        "get-nonce": "^1.0.0",
+        "invariant": "^2.2.4",
         "tslib": "^2.0.0"
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         "node": ">=10"
       },
       "peerDependencies": {
-        "@types/react": "^16.9.0 || ^17.0.0 || ^18.0.0",
+        "@types/react": "^16.8.0 || ^17.0.0 || ^18.0.0",
         "react": "^16.8.0 || ^17.0.0 || ^18.0.0"
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@@ -6676,1676 +5390,1350 @@
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-      "resolved": "https://registry.npmjs.org/vfile-message/-/vfile-message-4.0.2.tgz",
-      "integrity": "sha512-jRDZ1IMLttGj41KcZvlrYAaI3CfqpLpfpf+Mfig13viT6NKvRzWZ+lXz0Y5D60w6uJIBAOGq9mSHf0gktF0duw==",
       "license": "MIT",
       "dependencies": {
         "@types/unist": "^3.0.0",
@@ -19833,16 +16708,12 @@
     },
     "node_modules/w3c-keyname": {
       "version": "2.2.8",
-      "resolved": "https://registry.npmjs.org/w3c-keyname/-/w3c-keyname-2.2.8.tgz",
-      "integrity": "sha512-dpojBhNsCNN7T82Tm7k26A6G9ML3NkhDsnw9n/eoxSRlVBB4CEtIQ/KTCLI2Fwf3ataSXRhYFkQi3SlnFwPvPQ==",
       "dev": true,
       "license": "MIT",
       "peer": true
     },
     "node_modules/wcwidth": {
       "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/wcwidth/-/wcwidth-1.0.1.tgz",
-      "integrity": "sha512-XHPEwS0q6TaxcvG85+8EYkbiCux2XtWG2mkc47Ng2A77BQu9+DqIOJldST4HgPkuea7dvKSj5VgX3P1d4rW8Tg==",
       "license": "MIT",
       "dependencies": {
         "defaults": "^1.0.3"
@@ -19850,8 +16721,6 @@
     },
     "node_modules/web-namespaces": {
       "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/web-namespaces/-/web-namespaces-2.0.1.tgz",
-      "integrity": "sha512-bKr1DkiNa2krS7qxNtdrtHAmzuYGFQLiQ13TsorsdT6ULTkPLKuu5+GsFpDlg6JFjUTwX2DyhMPG2be8uPrqsQ==",
       "license": "MIT",
       "funding": {
         "type": "github",
@@ -19859,29 +16728,34 @@
       }
     },
     "node_modules/web-streams-polyfill": {
-      "version": "3.3.3",
-      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
-      "integrity": "sha512-d2JWLCivmZYTSIoge9MsgFCZrt571BikcWGYkjC1khllbTeDlGqZ2D8vD8E/lJa8WGWbb7Plm8/XJYV7IJHZZw==",
-      "dev": true,
+      "version": "4.0.0-beta.3",
       "license": "MIT",
       "engines": {
-        "node": ">= 8"
+        "node": ">= 14"
       }
     },
     "node_modules/web-vitals": {
       "version": "4.2.4",
-      "resolved": "https://registry.npmjs.org/web-vitals/-/web-vitals-4.2.4.tgz",
-      "integrity": "sha512-r4DIlprAGwJ7YM11VZp4R884m0Vmgr6EAKe3P+kO0PPj3Unqyvv59rczf6UiGcb9Z8QxZVcqKNwv/g0WNdWwsw==",
       "license": "Apache-2.0"
     },
+    "node_modules/webidl-conversions": {
+      "version": "3.0.1",
+      "license": "BSD-2-Clause"
+    },
     "node_modules/website": {
       "resolved": "apps/website",
       "link": true
     },
+    "node_modules/whatwg-url": {
+      "version": "5.0.0",
+      "license": "MIT",
+      "dependencies": {
+        "tr46": "~0.0.3",
+        "webidl-conversions": "^3.0.0"
+      }
+    },
     "node_modules/which": {
       "version": "2.0.2",
-      "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
-      "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
       "license": "ISC",
       "dependencies": {
         "isexe": "^2.0.0"
@@ -19895,8 +16769,6 @@
     },
     "node_modules/which-boxed-primitive": {
       "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/which-boxed-primitive/-/which-boxed-primitive-1.0.2.tgz",
-      "integrity": "sha512-bwZdv0AKLpplFY2KZRX6TvyuN7ojjr7lwkg6ml0roIy9YeuSr7JS372qlNW18UQYzgYK9ziGcerWqZOmEn9VNg==",
       "license": "MIT",
       "dependencies": {
         "is-bigint": "^1.0.1",
@@ -19911,8 +16783,6 @@
     },
     "node_modules/which-builtin-type": {
       "version": "1.1.4",
-      "resolved": "https://registry.npmjs.org/which-builtin-type/-/which-builtin-type-1.1.4.tgz",
-      "integrity": "sha512-bppkmBSsHFmIMSl8BO9TbsyzsvGjVoppt8xUiGzwiu/bhDCGxnpOKCxgqj6GuyHE0mINMDecBFPlOm2hzY084w==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -19938,8 +16808,6 @@
     },
     "node_modules/which-collection": {
       "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/which-collection/-/which-collection-1.0.2.tgz",
-      "integrity": "sha512-K4jVyjnBdgvc86Y6BkaLZEN933SwYOuBFkdmBu9ZfkcAbdVbpITnDmjvZ/aQjRXQrv5EPkTnD1s39GiiqbngCw==",
       "license": "MIT",
       "dependencies": {
         "is-map": "^2.0.3",
@@ -19956,8 +16824,6 @@
     },
     "node_modules/which-typed-array": {
       "version": "1.1.15",
-      "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.15.tgz",
-      "integrity": "sha512-oV0jmFtUky6CXfkqehVvBP/LSWJ2sy4vWMioiENyJLePrBO/yKyV9OyJySfAKosh+RYkIl5zJCNZ8/4JncrpdA==",
       "license": "MIT",
       "dependencies": {
         "available-typed-arrays": "^1.0.7",
@@ -19975,8 +16841,6 @@
     },
     "node_modules/word-wrap": {
       "version": "1.2.5",
-      "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.5.tgz",
-      "integrity": "sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==",
       "dev": true,
       "license": "MIT",
       "engines": {
@@ -19985,15 +16849,11 @@
     },
     "node_modules/wordwrap": {
       "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/wordwrap/-/wordwrap-1.0.0.tgz",
-      "integrity": "sha512-gvVzJFlPycKc5dZN4yPkP8w7Dc37BtP1yczEneOb4uq34pXZcvrtRTmWV8W+Ume+XCxKgbjM+nevkyFPMybd4Q==",
       "dev": true,
       "license": "MIT"
     },
     "node_modules/wrap-ansi": {
       "version": "6.2.0",
-      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-6.2.0.tgz",
-      "integrity": "sha512-r6lPcBGxZXlIcymEu7InxDMhdW0KDxpLgoFLcguasxCaJ/SOIZwINatK9KY/tf+ZrlywOKU0UDj3ATXUBfxJXA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -20008,8 +16868,6 @@
     "node_modules/wrap-ansi-cjs": {
       "name": "wrap-ansi",
       "version": "7.0.0",
-      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
-      "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
       "license": "MIT",
       "dependencies": {
         "ansi-styles": "^4.0.0",
@@ -20025,8 +16883,6 @@
     },
     "node_modules/wrap-ansi-cjs/node_modules/ansi-styles": {
       "version": "4.3.0",
-      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz",
-      "integrity": "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==",
       "license": "MIT",
       "dependencies": {
         "color-convert": "^2.0.1"
@@ -20040,8 +16896,6 @@
     },
     "node_modules/wrap-ansi-cjs/node_modules/color-convert": {
       "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-2.0.1.tgz",
-      "integrity": "sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==",
       "license": "MIT",
       "dependencies": {
         "color-name": "~1.1.4"
@@ -20052,14 +16906,10 @@
     },
     "node_modules/wrap-ansi-cjs/node_modules/color-name": {
       "version": "1.1.4",
-      "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.4.tgz",
-      "integrity": "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==",
       "license": "MIT"
     },
     "node_modules/wrap-ansi/node_modules/ansi-styles": {
       "version": "4.3.0",
-      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz",
-      "integrity": "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -20074,8 +16924,6 @@
     },
     "node_modules/wrap-ansi/node_modules/color-convert": {
       "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-2.0.1.tgz",
-      "integrity": "sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -20087,15 +16935,11 @@
     },
     "node_modules/wrap-ansi/node_modules/color-name": {
       "version": "1.1.4",
-      "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.4.tgz",
-      "integrity": "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==",
       "dev": true,
       "license": "MIT"
     },
     "node_modules/wrappy": {
       "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
-      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
       "license": "ISC"
     },
     "node_modules/write-file-atomic": {
@@ -20125,10 +16969,28 @@
         "url": "https://github.com/sponsors/isaacs"
       }
     },
+    "node_modules/ws": {
+      "version": "8.18.2",
+      "license": "MIT",
+      "peer": true,
+      "engines": {
+        "node": ">=10.0.0"
+      },
+      "peerDependencies": {
+        "bufferutil": "^4.0.1",
+        "utf-8-validate": ">=5.0.2"
+      },
+      "peerDependenciesMeta": {
+        "bufferutil": {
+          "optional": true
+        },
+        "utf-8-validate": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/xtend": {
       "version": "4.0.2",
-      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
-      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
       "license": "MIT",
       "engines": {
         "node": ">=0.4"
@@ -20136,15 +16998,11 @@
     },
     "node_modules/yallist": {
       "version": "3.1.1",
-      "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
-      "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
       "dev": true,
       "license": "ISC"
     },
     "node_modules/yaml": {
       "version": "2.6.1",
-      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.6.1.tgz",
-      "integrity": "sha512-7r0XPzioN/Q9kXBro/XPnA6kznR73DHq+GXh5ON7ZozRO6aMjbmiBuKste2wslTFkC5d1dw0GooOCepZXJ2SAg==",
       "license": "ISC",
       "bin": {
         "yaml": "bin.mjs"
@@ -20155,8 +17013,6 @@
     },
     "node_modules/yn": {
       "version": "3.1.1",
-      "resolved": "https://registry.npmjs.org/yn/-/yn-3.1.1.tgz",
-      "integrity": "sha512-Ux4ygGWsu2c7isFWe8Yu1YluJmqVhxqK2cLXNQA5AcC3QfbGNpM7fu0Y8b/z16pXLnFxZYvWhd3fhBY9DLmC6Q==",
       "license": "MIT",
       "engines": {
         "node": ">=6"
@@ -20164,8 +17020,6 @@
     },
     "node_modules/yocto-queue": {
       "version": "0.1.0",
-      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
-      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
       "license": "MIT",
       "engines": {
         "node": ">=10"
@@ -20176,8 +17030,6 @@
     },
     "node_modules/zod": {
       "version": "3.24.1",
-      "resolved": "https://registry.npmjs.org/zod/-/zod-3.24.1.tgz",
-      "integrity": "sha512-muH7gBL9sI1nciMZV67X5fTKKBLtwpZ5VBp1vsOQzj1MhrBZ4wlVCm3gedKZWLp0Oyel8sIGfeiz54Su+OVT+A==",
       "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
@@ -20185,8 +17037,6 @@
     },
     "node_modules/zwitch": {
       "version": "2.0.4",
-      "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz",
-      "integrity": "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==",
       "license": "MIT",
       "funding": {
         "type": "github",

From 4c70142f3d368b2be1c888400747e9e6f6d12a63 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Fri, 23 May 2025 10:34:01 -0400
Subject: [PATCH 02/27] Adopt most coderabbit suggestions.

---
 apps/roam/src/utils/hyde.ts                   |   12 +-
 .../app/api/embeddings/openai/small/route.ts  |   23 +-
 .../app/api/supabase/insert/account/route.ts  |    2 +-
 .../insert/content-embedding/batch/route.ts   |   27 +-
 .../insert/content-embedding/route.ts         |    2 +-
 .../app/api/supabase/insert/content/route.ts  |    5 +-
 .../app/api/supabase/insert/document/route.ts |   80 +-
 .../app/api/supabase/insert/person/route.ts   |   97 -
 apps/website/app/utils/supabase/dbUtils.ts    |    1 -
 apps/website/app/utils/supabase/server.ts     |   70 +-
 apps/website/package.json                     |    2 +-
 package-lock.json                             | 4134 +++++++++++++++--
 12 files changed, 3887 insertions(+), 568 deletions(-)

diff --git a/apps/roam/src/utils/hyde.ts b/apps/roam/src/utils/hyde.ts
index de5f8b624..d287fcec9 100644
--- a/apps/roam/src/utils/hyde.ts
+++ b/apps/roam/src/utils/hyde.ts
@@ -99,11 +99,11 @@ const generateHypotheticalNode: HypotheticalNodeGenerator = async ({
 }) => {
   const { relationLabel, relatedNodeText, relatedNodeFormat } = relationType;
 
-  const userPromptContent = `Given the source discourse node \`\`\`${node}\`\`\`, 
-and considering the relation \`\`\`${relationLabel}\`\`\` 
-which typically connects to a node of type \`\`\`${relatedNodeText}\`\`\` 
-(formatted like \`\`\`${relatedNodeFormat}\`\`\`), 
-generate a hypothetical related discourse node text that would plausibly fit this relationship. 
+  const userPromptContent = `Given the source discourse node \`\`\`${node}\`\`\`,
+and considering the relation \`\`\`${relationLabel}\`\`\`
+which typically connects to a node of type \`\`\`${relatedNodeText}\`\`\`
+(formatted like \`\`\`${relatedNodeFormat}\`\`\`),
+generate a hypothetical related discourse node text that would plausibly fit this relationship.
 Only return the text of the hypothetical node.`;
   const requestBody = {
     documents: [{ role: "user", content: userPromptContent }],
@@ -155,10 +155,12 @@ const createEmbedding: EmbeddingFunc = async (
   const apiUrl = `${getBaseUrl()}${API_CONFIG.EMBEDDINGS.PATH}`;
 
   try {
+    const signal = AbortSignal.timeout(30000); // 30 second timeout
     const response = await fetch(apiUrl, {
       method: "POST",
       headers: { "Content-Type": "application/json" },
       body: JSON.stringify({ input: text }),
+      signal,
     });
 
     if (!response.ok) {
diff --git a/apps/website/app/api/embeddings/openai/small/route.ts b/apps/website/app/api/embeddings/openai/small/route.ts
index 988248acb..341816fc8 100644
--- a/apps/website/app/api/embeddings/openai/small/route.ts
+++ b/apps/website/app/api/embeddings/openai/small/route.ts
@@ -53,33 +53,34 @@ export async function POST(req: NextRequest): Promise<NextResponse> {
     }
 
     const options: OpenAI.EmbeddingCreateParams = {
-      model: model,
-      input: input,
-      encoding_format: encoding_format,
+      model,
+      input,
+      dimensions,
+      encoding_format,
     };
 
-    if (dimensions && model.startsWith("text-embedding-3")) {
-      options.dimensions = dimensions;
-    }
-
     const embeddingsPromise = openai!.embeddings.create(options);
-    const timeoutPromise = new Promise((_, reject) =>
+    const timeoutPromise = new Promise<never>((_, reject) =>
       setTimeout(
         () => reject(new Error("OpenAI API request timeout")),
         OPENAI_REQUEST_TIMEOUT_MS,
       ),
     );
 
-    const openAIResponse = await Promise.race([
+    const openAIResponse = (await Promise.race([
       embeddingsPromise,
       timeoutPromise,
-    ]);
+    ])) as OpenAI.CreateEmbeddingResponse;
 
     response = NextResponse.json(openAIResponse, { status: 200 });
   } catch (error: unknown) {
     console.error("Error calling OpenAI Embeddings API:", error);
     const errorMessage =
-      error instanceof Error ? error.message : "Unknown error";
+      process.env.NODE_ENV === "development"
+        ? error instanceof Error
+          ? error.message
+          : "Unknown error"
+        : "Internal server error";
     response = NextResponse.json(
       {
         error: "Failed to generate embeddings.",
diff --git a/apps/website/app/api/supabase/insert/account/route.ts b/apps/website/app/api/supabase/insert/account/route.ts
index a5d642398..a7e30fae9 100644
--- a/apps/website/app/api/supabase/insert/account/route.ts
+++ b/apps/website/app/api/supabase/insert/account/route.ts
@@ -65,7 +65,7 @@ const getOrCreateAccount = async (
     } else if (result.details.includes("Account_platform_id_fkey")) {
       return {
         ...result,
-        error: `Invalid platform_id: No Space record found for ID ${platform_id}.`,
+        error: `Invalid platform_id: No Platform record found for ID ${platform_id}.`,
       };
     }
   }
diff --git a/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts b/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
index 6e28cadf2..6b916c3a9 100644
--- a/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
+++ b/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
@@ -23,27 +23,34 @@ const batchInsertEmbeddingsProcess = async (
   // groupBy is node21 only. Group by model.
   // Note: This means that later index values may be totally wrong.
   const by_model: { [key: string]: ApiInputEmbeddingItem[] } = {};
-  for (let i = 0; i < embeddingItems.length; i++) {
-    const inputItem = embeddingItems[i];
-    if (inputItem !== undefined && inputItem.model !== undefined) {
-      if (by_model[inputItem.model] === undefined) {
-        by_model[inputItem.model] = [inputItem];
-      } else {
-        by_model[inputItem.model]!.push(inputItem);
+  try {
+    embeddingItems.reduce((acc, item, index) => {
+      if (!item?.model) {
+        throw new Error(`Element ${index} undefined or does not have a model`);
+      }
+      if (acc[item.model] === undefined) {
+        acc[item.model] = [];
       }
-    } else {
+      acc[item.model]!.push(item);
+      return acc;
+    }, by_model);
+  } catch (error) {
+    if (error instanceof Error) {
       return {
         status: 400,
-        error: `Element ${i} undefined or does not have a model`,
+        error: error.message,
       };
     }
+    throw error;
   }
+
   const globalResults: ApiOutputEmbeddingRecord[] = [];
   const partial_errors = [];
   let created = true; // TODO: Maybe transmit from below
   for (const table_name of Object.keys(by_model)) {
     const embeddingItemsSet = by_model[table_name];
     const results = await processAndInsertBatch<
+      // any table for type checking purposes only
       "ContentEmbedding_openai_text_embedding_3_small_1536",
       ApiInputEmbeddingItem,
       ApiOutputEmbeddingRecord
@@ -53,7 +60,7 @@ const batchInsertEmbeddingsProcess = async (
       table_name,
       "*", // Select all fields, adjust if needed for ContentEmbeddingRecord
       "ContentEmbedding",
-      inputProcessing!,
+      inputProcessing,
       outputProcessing,
     );
     if (results.error || results.data === undefined)
diff --git a/apps/website/app/api/supabase/insert/content-embedding/route.ts b/apps/website/app/api/supabase/insert/content-embedding/route.ts
index 7e551738a..ad23c6075 100644
--- a/apps/website/app/api/supabase/insert/content-embedding/route.ts
+++ b/apps/website/app/api/supabase/insert/content-embedding/route.ts
@@ -14,7 +14,7 @@ import {
 } from "~/utils/supabase/dbUtils";
 import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 
-// Use the first known ContentEmbedding table, as they have the same structure
+// Use the first known ContentEmbedding table for type checking, as they have the same structure
 export type ContentEmbeddingDataInput =
   TablesInsert<"ContentEmbedding_openai_text_embedding_3_small_1536">;
 export type ContentEmbeddingRecord =
diff --git a/apps/website/app/api/supabase/insert/content/route.ts b/apps/website/app/api/supabase/insert/content/route.ts
index dfba27b52..078102534 100644
--- a/apps/website/app/api/supabase/insert/content/route.ts
+++ b/apps/website/app/api/supabase/insert/content/route.ts
@@ -38,15 +38,14 @@ export const inputValidation: ItemValidator<ContentDataInput> = (
   if (created)
     try {
       new Date(created); // Validate date format
-      new Date(last_modified); // Validate date format
     } catch (e) {
-      return "Invalid date format for created or last_modified.";
+      return "Invalid date format for created.";
     }
   if (last_modified)
     try {
       new Date(last_modified); // Validate date format
     } catch (e) {
-      return "Invalid date format for created or last_modified.";
+      return "Invalid date format for last_modified.";
     }
   // --- End of extensive validation ---
 
diff --git a/apps/website/app/api/supabase/insert/document/route.ts b/apps/website/app/api/supabase/insert/document/route.ts
index faa1ec9c9..93eb68367 100644
--- a/apps/website/app/api/supabase/insert/document/route.ts
+++ b/apps/website/app/api/supabase/insert/document/route.ts
@@ -3,6 +3,7 @@ import { NextResponse, NextRequest } from "next/server";
 import {
   getOrCreateEntity,
   GetOrCreateEntityResult,
+  ItemValidator,
 } from "~/utils/supabase/dbUtils";
 import {
   createApiResponse,
@@ -14,54 +15,26 @@ import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 type DocumentDataInput = TablesInsert<"Document">;
 type DocumentRecord = Tables<"Document">;
 
-const createDocument = async (
-  supabasePromise: ReturnType<typeof createClient>,
-  data: DocumentDataInput,
-): Promise<GetOrCreateEntityResult<DocumentRecord>> => {
+const validateDocument: ItemValidator<DocumentDataInput> = (data) => {
   const {
     space_id,
     source_local_id,
     url,
-    metadata: rawMetadata,
+    metadata,
     created,
     last_modified,
     author_id,
   } = data;
 
-  if (
-    space_id === undefined ||
-    space_id === null ||
-    !created ||
-    !last_modified ||
-    author_id === undefined ||
-    author_id === null
-  ) {
-    return {
-      entity: null,
-      error:
-        "Missing required fields: space_id, created, last_modified, or author_id.",
-      created: false,
-      status: 400,
-    };
-  }
-
-  const processedMetadata =
-    rawMetadata && typeof rawMetadata === "object"
-      ? JSON.stringify(rawMetadata)
-      : typeof rawMetadata === "string"
-        ? rawMetadata
-        : null;
-
-  const documentToInsert = {
-    space_id,
-    source_local_id: source_local_id || null,
-    url: url || null,
-    metadata: processedMetadata as any,
-    created,
-    last_modified,
-    author_id,
-  };
+  if (!space_id) return "Missing required space_id field.";
+  if (!author_id) return "Missing required author_id field.";
+  return null;
+};
 
+const createDocument = async (
+  supabasePromise: ReturnType<typeof createClient>,
+  data: DocumentDataInput,
+): Promise<GetOrCreateEntityResult<DocumentRecord>> => {
   const supabase = await supabasePromise;
 
   const result = await getOrCreateEntity<"Document">(
@@ -69,7 +42,7 @@ const createDocument = async (
     "Document",
     "id, space_id, source_local_id, url, metadata, created, last_modified, author_id",
     { id: -1 },
-    documentToInsert,
+    data,
     "Document",
   );
 
@@ -82,13 +55,13 @@ const createDocument = async (
     if (result.details.includes("space_id_fkey")) {
       return {
         ...result,
-        error: `Invalid space_id: No Space record found for ID ${space_id}.`,
+        error: `Invalid space_id: No Space record found for ID ${data.space_id}.`,
       };
     }
     if (result.details.includes("author_id_fkey")) {
       return {
         ...result,
-        error: `Invalid author_id: No Account record found for ID ${author_id}.`,
+        error: `Invalid author_id: No Account record found for ID ${data.author_id}.`,
       };
     }
   }
@@ -101,31 +74,12 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
 
   try {
     const body: DocumentDataInput = await request.json();
-
-    if (body.space_id === undefined || body.space_id === null) {
-      return createApiResponse(request, {
-        error: "Missing required field: space_id.",
-        status: 400,
-      });
-    }
-    if (!body.created) {
-      return createApiResponse(request, {
-        error: "Missing required field: created.",
-        status: 400,
-      });
-    }
-    if (!body.last_modified) {
-      return createApiResponse(request, {
-        error: "Missing required field: last_modified.",
-        status: 400,
-      });
-    }
-    if (body.author_id === undefined || body.author_id === null) {
+    const error = validateDocument(body);
+    if (error)
       return createApiResponse(request, {
-        error: "Missing required field: author_id.",
+        error,
         status: 400,
       });
-    }
 
     const result = await createDocument(supabasePromise, body);
 
diff --git a/apps/website/app/api/supabase/insert/person/route.ts b/apps/website/app/api/supabase/insert/person/route.ts
index c4f53f7e6..bb4ad8427 100644
--- a/apps/website/app/api/supabase/insert/person/route.ts
+++ b/apps/website/app/api/supabase/insert/person/route.ts
@@ -13,15 +13,6 @@ import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 
 type PersonDataInput = TablesInsert<"Person">;
 type PersonRecord = Tables<"Person">;
-type AccountRecord = Tables<"Account">;
-
-// Kept for the final API response structure
-// type PersonWithAccountResult = {
-//   person: PersonRecord | null;
-//   account: AccountRecord | null;
-//   person_created?: boolean;
-//   account_created?: boolean;
-// };
 
 const getOrCreatePersonInternal = async (
   supabasePromise: ReturnType<typeof createClient>,
@@ -55,64 +46,15 @@ const getOrCreatePersonInternal = async (
   );
 };
 
-const getOrCreateAccountInternal = async (
-  supabasePromise: ReturnType<typeof createClient>,
-  personId: number,
-  platformId: number,
-  isActive: boolean,
-  writePermission?: boolean,
-): Promise<GetOrCreateEntityResult<AccountRecord>> => {
-  const supabase = await supabasePromise;
-  const result = await getOrCreateEntity<"Account">(
-    supabase,
-    "Account",
-    "id, person_id, platform_id, active, write_permission",
-    { person_id: personId, platform_id: platformId },
-    {
-      person_id: personId,
-      platform_id: platformId,
-      active: isActive,
-      write_permission: writePermission === undefined ? true : writePermission, // Default to true if undefined
-    },
-    "Account",
-  );
-
-  // Custom handling for specific foreign key errors
-  if (
-    result.error &&
-    result.details &&
-    result.status === 400 &&
-    result.details.includes("violates foreign key constraint")
-  ) {
-    if (result.details.includes("Account_person_id_fkey")) {
-      return {
-        ...result,
-        error: `Invalid person_id for Account: No Person record found for ID ${personId}.`,
-      };
-    }
-    if (result.details.includes("Account_platform_id_fkey")) {
-      return {
-        ...result,
-        error: `Invalid platform_id for Account: No Space record found for ID ${platformId}.`,
-      };
-    }
-  }
-  return result;
-};
-
 export const POST = async (request: NextRequest): Promise<NextResponse> => {
   const supabasePromise = createClient();
 
-  // MAP: Punting the joint creation of person and account. Create the account after the person.
   try {
     const body: PersonDataInput = await request.json();
     const {
       name,
       email,
       orcid = null, // Default from input
-      // account_platform_id,
-      // account_active = true, // Default from input
-      // account_write_permission, // No default here, handled in getOrCreateAccountInternal
     } = body;
 
     // Initial input validation
@@ -128,16 +70,6 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
         status: 400,
       });
     }
-    // if (
-    //   account_platform_id === undefined ||
-    //   account_platform_id === null ||
-    //   typeof account_platform_id !== "number"
-    // ) {
-    //   return createApiResponse(request, {
-    //     error: "Missing or invalid account_platform_id for Account.",
-    //     status: 400,
-    //   });
-    // }
 
     // Get or Create Person
     const personResult = await getOrCreatePersonInternal(
@@ -155,35 +87,6 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
       });
     }
 
-    // // Get or Create Account
-    // const accountResult = await getOrCreateAccountInternal(
-    //   supabasePromise, // Pass the promise again, it will resolve the same client or a new one if needed by createClient impl.
-    //   personResult.entity.id,
-    //   account_platform_id,
-    //   account_active,
-    //   account_write_permission,
-    // );
-
-    // if (accountResult.error || !accountResult.entity) {
-    //   // If account creation fails, return error but include successfully processed person
-    //   return createApiResponse(request, {
-    //     error: accountResult.error || "Failed to process Account.",
-    //     details: accountResult.details,
-    //     status: accountResult.status || 500,
-    //     // Optionally include person data if account failed
-    //     // data: { person: personResult.entity, person_created: personResult.created }
-    //   });
-    // }
-
-    // const responsePayload: PersonWithAccountResult = {
-    //   person: personResult.entity,
-    //   account: accountResult.entity,
-    //   person_created: personResult.created,
-    //   account_created: accountResult.created,
-    // };
-
-    // const overallStatus =
-    //   personResult.created || accountResult.created ? 201 : 200;
     const overallStatus = personResult.created ? 201 : 200;
 
     return createApiResponse(request, {
diff --git a/apps/website/app/utils/supabase/dbUtils.ts b/apps/website/app/utils/supabase/dbUtils.ts
index daf8533cb..cc422fb8f 100644
--- a/apps/website/app/utils/supabase/dbUtils.ts
+++ b/apps/website/app/utils/supabase/dbUtils.ts
@@ -1,5 +1,4 @@
 import type { SupabaseClient, PostgrestError } from "@supabase/supabase-js";
-import { OK } from "zod";
 import { Database, Tables, TablesInsert } from "~/utils/supabase/types.gen";
 
 export const known_embedding_tables: {
diff --git a/apps/website/app/utils/supabase/server.ts b/apps/website/app/utils/supabase/server.ts
index 1434dbebf..adf17b99e 100644
--- a/apps/website/app/utils/supabase/server.ts
+++ b/apps/website/app/utils/supabase/server.ts
@@ -4,41 +4,43 @@ import { Database } from "~/utils/supabase/types.gen";
 
 export async function createClient() {
   const cookieStore = await cookies();
+  const supabaseUrl = process.env.NEXT_PUBLIC_SUPABASE_URL;
+  const supabaseKey = process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY;
 
-  return createServerClient<Database>(
-    process.env.NEXT_PUBLIC_SUPABASE_URL!,
-    process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY!,
-    {
-      cookies: {
-        getAll() {
-          return cookieStore.getAll();
-        },
-        setAll(
-          cookiesToSet: {
-            name: string;
-            value: string;
-            options: CookieOptions;
-          }[],
-        ) {
-          try {
-            cookiesToSet.forEach(
-              ({
-                name,
-                value,
-                options,
-              }: {
-                name: string;
-                value: string;
-                options: CookieOptions;
-              }) => cookieStore.set(name, value, options),
-            );
-          } catch {
-            // The `setAll` method was called from a Server Component.
-            // This can be ignored if you have middleware refreshing
-            // user sessions.
-          }
-        },
+  if (!supabaseUrl || !supabaseKey) {
+    throw new Error("Missing required Supabase environment variables");
+  }
+
+  return createServerClient<Database>(supabaseUrl, supabaseKey, {
+    cookies: {
+      getAll() {
+        return cookieStore.getAll();
+      },
+      setAll(
+        cookiesToSet: {
+          name: string;
+          value: string;
+          options: CookieOptions;
+        }[],
+      ) {
+        try {
+          cookiesToSet.forEach(
+            ({
+              name,
+              value,
+              options,
+            }: {
+              name: string;
+              value: string;
+              options: CookieOptions;
+            }) => cookieStore.set(name, value, options),
+          );
+        } catch {
+          // The `setAll` method was called from a Server Component.
+          // This can be ignored if you have middleware refreshing
+          // user sessions.
+        }
       },
     },
-  );
+  });
 }
diff --git a/apps/website/package.json b/apps/website/package.json
index 8cd22fa07..5b16df902 100644
--- a/apps/website/package.json
+++ b/apps/website/package.json
@@ -17,7 +17,7 @@
     "@supabase/ssr": "^0.6.1",
     "gray-matter": "^4.0.3",
     "next": "^15.0.3",
-    "openai": "^4.97.0",
+    "openai": "^4.98.0",
     "react": "19.0.0-rc-66855b96-20241106",
     "react-dom": "19.0.0-rc-66855b96-20241106",
     "rehype-parse": "^9.0.1",
diff --git a/package-lock.json b/package-lock.json
index fd2877119..abbd74d9e 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -47,8 +47,61 @@
         "typescript": "4.7.4"
       }
     },
+    "apps/obsidian/node_modules/@esbuild/android-arm": {
+      "version": "0.17.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/android-arm/-/android-arm-0.17.3.tgz",
+      "integrity": "sha512-1Mlz934GvbgdDmt26rTLmf03cAgLg5HyOgJN+ZGCeP3Q9ynYTNMn2/LQxIl7Uy+o4K6Rfi2OuLsr12JQQR8gNg==",
+      "cpu": [
+        "arm"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "apps/obsidian/node_modules/@esbuild/android-arm64": {
+      "version": "0.17.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/android-arm64/-/android-arm64-0.17.3.tgz",
+      "integrity": "sha512-XvJsYo3dO3Pi4kpalkyMvfQsjxPWHYjoX4MDiB/FUM4YMfWcXa5l4VCwFWVYI1+92yxqjuqrhNg0CZg3gSouyQ==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "apps/obsidian/node_modules/@esbuild/android-x64": {
+      "version": "0.17.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/android-x64/-/android-x64-0.17.3.tgz",
+      "integrity": "sha512-nuV2CmLS07Gqh5/GrZLuqkU9Bm6H6vcCspM+zjp9TdQlxJtIe+qqEXQChmfc7nWdyr/yz3h45Utk1tUn8Cz5+A==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">=12"
+      }
+    },
     "apps/obsidian/node_modules/@esbuild/darwin-arm64": {
       "version": "0.17.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/darwin-arm64/-/darwin-arm64-0.17.3.tgz",
+      "integrity": "sha512-01Hxaaat6m0Xp9AXGM8mjFtqqwDjzlMP0eQq9zll9U85ttVALGCGDuEvra5Feu/NbP5AEP1MaopPwzsTcUq1cw==",
       "cpu": [
         "arm64"
       ],
@@ -62,13 +115,323 @@
         "node": ">=12"
       }
     },
+    "apps/obsidian/node_modules/@esbuild/darwin-x64": {
+      "version": "0.17.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/darwin-x64/-/darwin-x64-0.17.3.tgz",
+      "integrity": "sha512-Eo2gq0Q/er2muf8Z83X21UFoB7EU6/m3GNKvrhACJkjVThd0uA+8RfKpfNhuMCl1bKRfBzKOk6xaYKQZ4lZqvA==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "apps/obsidian/node_modules/@esbuild/freebsd-arm64": {
+      "version": "0.17.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/freebsd-arm64/-/freebsd-arm64-0.17.3.tgz",
+      "integrity": "sha512-CN62ESxaquP61n1ZjQP/jZte8CE09M6kNn3baos2SeUfdVBkWN5n6vGp2iKyb/bm/x4JQzEvJgRHLGd5F5b81w==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "freebsd"
+      ],
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "apps/obsidian/node_modules/@esbuild/freebsd-x64": {
+      "version": "0.17.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/freebsd-x64/-/freebsd-x64-0.17.3.tgz",
+      "integrity": "sha512-feq+K8TxIznZE+zhdVurF3WNJ/Sa35dQNYbaqM/wsCbWdzXr5lyq+AaTUSER2cUR+SXPnd/EY75EPRjf4s1SLg==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "freebsd"
+      ],
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "apps/obsidian/node_modules/@esbuild/linux-arm": {
+      "version": "0.17.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-arm/-/linux-arm-0.17.3.tgz",
+      "integrity": "sha512-CLP3EgyNuPcg2cshbwkqYy5bbAgK+VhyfMU7oIYyn+x4Y67xb5C5ylxsNUjRmr8BX+MW3YhVNm6Lq6FKtRTWHQ==",
+      "cpu": [
+        "arm"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "apps/obsidian/node_modules/@esbuild/linux-arm64": {
+      "version": "0.17.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-arm64/-/linux-arm64-0.17.3.tgz",
+      "integrity": "sha512-JHeZXD4auLYBnrKn6JYJ0o5nWJI9PhChA/Nt0G4MvLaMrvXuWnY93R3a7PiXeJQphpL1nYsaMcoV2QtuvRnF/g==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "apps/obsidian/node_modules/@esbuild/linux-ia32": {
+      "version": "0.17.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-ia32/-/linux-ia32-0.17.3.tgz",
+      "integrity": "sha512-FyXlD2ZjZqTFh0sOQxFDiWG1uQUEOLbEh9gKN/7pFxck5Vw0qjWSDqbn6C10GAa1rXJpwsntHcmLqydY9ST9ZA==",
+      "cpu": [
+        "ia32"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "apps/obsidian/node_modules/@esbuild/linux-loong64": {
+      "version": "0.17.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-loong64/-/linux-loong64-0.17.3.tgz",
+      "integrity": "sha512-OrDGMvDBI2g7s04J8dh8/I7eSO+/E7nMDT2Z5IruBfUO/RiigF1OF6xoH33Dn4W/OwAWSUf1s2nXamb28ZklTA==",
+      "cpu": [
+        "loong64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "apps/obsidian/node_modules/@esbuild/linux-mips64el": {
+      "version": "0.17.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-mips64el/-/linux-mips64el-0.17.3.tgz",
+      "integrity": "sha512-DcnUpXnVCJvmv0TzuLwKBC2nsQHle8EIiAJiJ+PipEVC16wHXaPEKP0EqN8WnBe0TPvMITOUlP2aiL5YMld+CQ==",
+      "cpu": [
+        "mips64el"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "apps/obsidian/node_modules/@esbuild/linux-ppc64": {
+      "version": "0.17.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-ppc64/-/linux-ppc64-0.17.3.tgz",
+      "integrity": "sha512-BDYf/l1WVhWE+FHAW3FzZPtVlk9QsrwsxGzABmN4g8bTjmhazsId3h127pliDRRu5674k1Y2RWejbpN46N9ZhQ==",
+      "cpu": [
+        "ppc64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "apps/obsidian/node_modules/@esbuild/linux-riscv64": {
+      "version": "0.17.3",
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@@ -5499,6 +6224,8 @@
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+      "integrity": "sha512-DpKm2Ui/xN7/HQKCtpZxoRWBhZ9Z0kqtygG8XCgNQ8ZlDnxuQmWhj566j8fN4Cu3/JmbhsDo7fcAJq4s9h27Ew==",
       "dev": true,
       "license": "Apache-2.0",
       "dependencies": {
@@ -16664,6 +20045,8 @@
     },
     "node_modules/validate-npm-package-name": {
       "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/validate-npm-package-name/-/validate-npm-package-name-5.0.1.tgz",
+      "integrity": "sha512-OljLrQ9SQdOUqTaQxqL5dEfZWrXExyyWsozYlAWFawPVNuD83igl7uJD2RTkNMbniIYgt8l81eCJGIdQF7avLQ==",
       "dev": true,
       "license": "ISC",
       "engines": {
@@ -16672,6 +20055,8 @@
     },
     "node_modules/vfile": {
       "version": "6.0.3",
+      "resolved": "https://registry.npmjs.org/vfile/-/vfile-6.0.3.tgz",
+      "integrity": "sha512-KzIbH/9tXat2u30jf+smMwFCsno4wHVdNmzFyL+T/L3UGqqk6JKfVqOFOZEpZSHADH1k40ab6NUIXZq422ov3Q==",
       "license": "MIT",
       "dependencies": {
         "@types/unist": "^3.0.0",
@@ -16684,6 +20069,8 @@
     },
     "node_modules/vfile-location": {
       "version": "5.0.3",
+      "resolved": "https://registry.npmjs.org/vfile-location/-/vfile-location-5.0.3.tgz",
+      "integrity": "sha512-5yXvWDEgqeiYiBe1lbxYF7UMAIm/IcopxMHrMQDq3nvKcjPKIhZklUKL+AE7J7uApI4kwe2snsK+eI6UTj9EHg==",
       "license": "MIT",
       "dependencies": {
         "@types/unist": "^3.0.0",
@@ -16696,6 +20083,8 @@
     },
     "node_modules/vfile-message": {
       "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/vfile-message/-/vfile-message-4.0.2.tgz",
+      "integrity": "sha512-jRDZ1IMLttGj41KcZvlrYAaI3CfqpLpfpf+Mfig13viT6NKvRzWZ+lXz0Y5D60w6uJIBAOGq9mSHf0gktF0duw==",
       "license": "MIT",
       "dependencies": {
         "@types/unist": "^3.0.0",
@@ -16708,12 +20097,16 @@
     },
     "node_modules/w3c-keyname": {
       "version": "2.2.8",
+      "resolved": "https://registry.npmjs.org/w3c-keyname/-/w3c-keyname-2.2.8.tgz",
+      "integrity": "sha512-dpojBhNsCNN7T82Tm7k26A6G9ML3NkhDsnw9n/eoxSRlVBB4CEtIQ/KTCLI2Fwf3ataSXRhYFkQi3SlnFwPvPQ==",
       "dev": true,
       "license": "MIT",
       "peer": true
     },
     "node_modules/wcwidth": {
       "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/wcwidth/-/wcwidth-1.0.1.tgz",
+      "integrity": "sha512-XHPEwS0q6TaxcvG85+8EYkbiCux2XtWG2mkc47Ng2A77BQu9+DqIOJldST4HgPkuea7dvKSj5VgX3P1d4rW8Tg==",
       "license": "MIT",
       "dependencies": {
         "defaults": "^1.0.3"
@@ -16721,6 +20114,8 @@
     },
     "node_modules/web-namespaces": {
       "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/web-namespaces/-/web-namespaces-2.0.1.tgz",
+      "integrity": "sha512-bKr1DkiNa2krS7qxNtdrtHAmzuYGFQLiQ13TsorsdT6ULTkPLKuu5+GsFpDlg6JFjUTwX2DyhMPG2be8uPrqsQ==",
       "license": "MIT",
       "funding": {
         "type": "github",
@@ -16728,18 +20123,25 @@
       }
     },
     "node_modules/web-streams-polyfill": {
-      "version": "4.0.0-beta.3",
+      "version": "3.3.3",
+      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
+      "integrity": "sha512-d2JWLCivmZYTSIoge9MsgFCZrt571BikcWGYkjC1khllbTeDlGqZ2D8vD8E/lJa8WGWbb7Plm8/XJYV7IJHZZw==",
+      "dev": true,
       "license": "MIT",
       "engines": {
-        "node": ">= 14"
+        "node": ">= 8"
       }
     },
     "node_modules/web-vitals": {
       "version": "4.2.4",
+      "resolved": "https://registry.npmjs.org/web-vitals/-/web-vitals-4.2.4.tgz",
+      "integrity": "sha512-r4DIlprAGwJ7YM11VZp4R884m0Vmgr6EAKe3P+kO0PPj3Unqyvv59rczf6UiGcb9Z8QxZVcqKNwv/g0WNdWwsw==",
       "license": "Apache-2.0"
     },
     "node_modules/webidl-conversions": {
       "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
+      "integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ==",
       "license": "BSD-2-Clause"
     },
     "node_modules/website": {
@@ -16748,6 +20150,8 @@
     },
     "node_modules/whatwg-url": {
       "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz",
+      "integrity": "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==",
       "license": "MIT",
       "dependencies": {
         "tr46": "~0.0.3",
@@ -16756,6 +20160,8 @@
     },
     "node_modules/which": {
       "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
+      "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
       "license": "ISC",
       "dependencies": {
         "isexe": "^2.0.0"
@@ -16769,6 +20175,8 @@
     },
     "node_modules/which-boxed-primitive": {
       "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/which-boxed-primitive/-/which-boxed-primitive-1.0.2.tgz",
+      "integrity": "sha512-bwZdv0AKLpplFY2KZRX6TvyuN7ojjr7lwkg6ml0roIy9YeuSr7JS372qlNW18UQYzgYK9ziGcerWqZOmEn9VNg==",
       "license": "MIT",
       "dependencies": {
         "is-bigint": "^1.0.1",
@@ -16783,6 +20191,8 @@
     },
     "node_modules/which-builtin-type": {
       "version": "1.1.4",
+      "resolved": "https://registry.npmjs.org/which-builtin-type/-/which-builtin-type-1.1.4.tgz",
+      "integrity": "sha512-bppkmBSsHFmIMSl8BO9TbsyzsvGjVoppt8xUiGzwiu/bhDCGxnpOKCxgqj6GuyHE0mINMDecBFPlOm2hzY084w==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -16808,6 +20218,8 @@
     },
     "node_modules/which-collection": {
       "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/which-collection/-/which-collection-1.0.2.tgz",
+      "integrity": "sha512-K4jVyjnBdgvc86Y6BkaLZEN933SwYOuBFkdmBu9ZfkcAbdVbpITnDmjvZ/aQjRXQrv5EPkTnD1s39GiiqbngCw==",
       "license": "MIT",
       "dependencies": {
         "is-map": "^2.0.3",
@@ -16824,6 +20236,8 @@
     },
     "node_modules/which-typed-array": {
       "version": "1.1.15",
+      "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.15.tgz",
+      "integrity": "sha512-oV0jmFtUky6CXfkqehVvBP/LSWJ2sy4vWMioiENyJLePrBO/yKyV9OyJySfAKosh+RYkIl5zJCNZ8/4JncrpdA==",
       "license": "MIT",
       "dependencies": {
         "available-typed-arrays": "^1.0.7",
@@ -16841,6 +20255,8 @@
     },
     "node_modules/word-wrap": {
       "version": "1.2.5",
+      "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.5.tgz",
+      "integrity": "sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==",
       "dev": true,
       "license": "MIT",
       "engines": {
@@ -16849,11 +20265,15 @@
     },
     "node_modules/wordwrap": {
       "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/wordwrap/-/wordwrap-1.0.0.tgz",
+      "integrity": "sha512-gvVzJFlPycKc5dZN4yPkP8w7Dc37BtP1yczEneOb4uq34pXZcvrtRTmWV8W+Ume+XCxKgbjM+nevkyFPMybd4Q==",
       "dev": true,
       "license": "MIT"
     },
     "node_modules/wrap-ansi": {
       "version": "6.2.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-6.2.0.tgz",
+      "integrity": "sha512-r6lPcBGxZXlIcymEu7InxDMhdW0KDxpLgoFLcguasxCaJ/SOIZwINatK9KY/tf+ZrlywOKU0UDj3ATXUBfxJXA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -16868,6 +20288,8 @@
     "node_modules/wrap-ansi-cjs": {
       "name": "wrap-ansi",
       "version": "7.0.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
+      "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
       "license": "MIT",
       "dependencies": {
         "ansi-styles": "^4.0.0",
@@ -16883,6 +20305,8 @@
     },
     "node_modules/wrap-ansi-cjs/node_modules/ansi-styles": {
       "version": "4.3.0",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz",
+      "integrity": "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==",
       "license": "MIT",
       "dependencies": {
         "color-convert": "^2.0.1"
@@ -16896,6 +20320,8 @@
     },
     "node_modules/wrap-ansi-cjs/node_modules/color-convert": {
       "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-2.0.1.tgz",
+      "integrity": "sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==",
       "license": "MIT",
       "dependencies": {
         "color-name": "~1.1.4"
@@ -16906,10 +20332,14 @@
     },
     "node_modules/wrap-ansi-cjs/node_modules/color-name": {
       "version": "1.1.4",
+      "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.4.tgz",
+      "integrity": "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==",
       "license": "MIT"
     },
     "node_modules/wrap-ansi/node_modules/ansi-styles": {
       "version": "4.3.0",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz",
+      "integrity": "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -16924,6 +20354,8 @@
     },
     "node_modules/wrap-ansi/node_modules/color-convert": {
       "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-2.0.1.tgz",
+      "integrity": "sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -16935,11 +20367,15 @@
     },
     "node_modules/wrap-ansi/node_modules/color-name": {
       "version": "1.1.4",
+      "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.4.tgz",
+      "integrity": "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==",
       "dev": true,
       "license": "MIT"
     },
     "node_modules/wrappy": {
       "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
       "license": "ISC"
     },
     "node_modules/write-file-atomic": {
@@ -16971,6 +20407,8 @@
     },
     "node_modules/ws": {
       "version": "8.18.2",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.2.tgz",
+      "integrity": "sha512-DMricUmwGZUVr++AEAe2uiVM7UoO9MAVZMDu05UQOaUII0lp+zOzLLU4Xqh/JvTqklB1T4uELaaPBKyjE1r4fQ==",
       "license": "MIT",
       "peer": true,
       "engines": {
@@ -16991,6 +20429,8 @@
     },
     "node_modules/xtend": {
       "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
+      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
       "license": "MIT",
       "engines": {
         "node": ">=0.4"
@@ -16998,11 +20438,15 @@
     },
     "node_modules/yallist": {
       "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
+      "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
       "dev": true,
       "license": "ISC"
     },
     "node_modules/yaml": {
       "version": "2.6.1",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.6.1.tgz",
+      "integrity": "sha512-7r0XPzioN/Q9kXBro/XPnA6kznR73DHq+GXh5ON7ZozRO6aMjbmiBuKste2wslTFkC5d1dw0GooOCepZXJ2SAg==",
       "license": "ISC",
       "bin": {
         "yaml": "bin.mjs"
@@ -17013,6 +20457,8 @@
     },
     "node_modules/yn": {
       "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/yn/-/yn-3.1.1.tgz",
+      "integrity": "sha512-Ux4ygGWsu2c7isFWe8Yu1YluJmqVhxqK2cLXNQA5AcC3QfbGNpM7fu0Y8b/z16pXLnFxZYvWhd3fhBY9DLmC6Q==",
       "license": "MIT",
       "engines": {
         "node": ">=6"
@@ -17020,6 +20466,8 @@
     },
     "node_modules/yocto-queue": {
       "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
       "license": "MIT",
       "engines": {
         "node": ">=10"
@@ -17030,6 +20478,8 @@
     },
     "node_modules/zod": {
       "version": "3.24.1",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.24.1.tgz",
+      "integrity": "sha512-muH7gBL9sI1nciMZV67X5fTKKBLtwpZ5VBp1vsOQzj1MhrBZ4wlVCm3gedKZWLp0Oyel8sIGfeiz54Su+OVT+A==",
       "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
@@ -17037,6 +20487,8 @@
     },
     "node_modules/zwitch": {
       "version": "2.0.4",
+      "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz",
+      "integrity": "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==",
       "license": "MIT",
       "funding": {
         "type": "github",

From 36cdaded3691c1e1ba19e58fe013e5966b85dcac Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Fri, 23 May 2025 13:43:05 -0400
Subject: [PATCH 03/27] 'revert' most changes outside of  apps/website/app/

---
 .../components/DiscourseContextOverlay.tsx    | 356 ++---------------
 apps/roam/src/utils/hyde.ts                   | 375 ------------------
 2 files changed, 24 insertions(+), 707 deletions(-)
 delete mode 100644 apps/roam/src/utils/hyde.ts

diff --git a/apps/roam/src/components/DiscourseContextOverlay.tsx b/apps/roam/src/components/DiscourseContextOverlay.tsx
index 9f986aecd..25220de50 100644
--- a/apps/roam/src/components/DiscourseContextOverlay.tsx
+++ b/apps/roam/src/components/DiscourseContextOverlay.tsx
@@ -1,12 +1,4 @@
-import {
-  Button,
-  Icon,
-  Popover,
-  Position,
-  Tooltip,
-  ControlGroup,
-  Spinner,
-} from "@blueprintjs/core";
+import { Button, Icon, Popover, Position, Tooltip } from "@blueprintjs/core";
 import React, { useCallback, useEffect, useMemo, useState } from "react";
 import ReactDOM from "react-dom";
 import { ContextContent } from "./DiscourseContext";
@@ -19,23 +11,10 @@ import nanoid from "nanoid";
 import getPageUidByPageTitle from "roamjs-components/queries/getPageUidByPageTitle";
 import getDiscourseContextResults from "~/utils/getDiscourseContextResults";
 import findDiscourseNode from "~/utils/findDiscourseNode";
-import getDiscourseNodes, { DiscourseNode } from "~/utils/getDiscourseNodes";
-import getDiscourseRelations, {
-  DiscourseRelation,
-} from "~/utils/getDiscourseRelations";
+import getDiscourseNodes from "~/utils/getDiscourseNodes";
+import getDiscourseRelations from "~/utils/getDiscourseRelations";
 import ExtensionApiContextProvider from "roamjs-components/components/ExtensionApiContext";
 import { OnloadArgs } from "roamjs-components/types/native";
-import AutocompleteInput from "roamjs-components/components/AutocompleteInput";
-import getAllPageNames from "roamjs-components/queries/getAllPageNames";
-import { Result } from "roamjs-components/types/query-builder";
-import createBlock from "roamjs-components/writes/createBlock";
-import { getBlockUidFromTarget } from "roamjs-components/dom";
-import {
-  findSimilarNodesUsingHyde,
-  SuggestedNode,
-  RelationDetails,
-  CandidateNodeWithEmbedding,
-} from "~/utils/hyde";
 
 type DiscourseData = {
   results: Awaited<ReturnType<typeof getDiscourseContextResults>>;
@@ -46,13 +25,11 @@ const cache: {
   [tag: string]: DiscourseData;
 } = {};
 
-const getOverlayInfo = async (
-  tag: string,
-  relations: ReturnType<typeof getDiscourseRelations>,
-): Promise<DiscourseData> => {
+const getOverlayInfo = async (tag: string): Promise<DiscourseData> => {
   try {
     if (cache[tag]) return cache[tag];
 
+    const relations = getDiscourseRelations();
     const nodes = getDiscourseNodes(relations);
 
     const [results, refs] = await Promise.all([
@@ -80,267 +57,43 @@ const getOverlayInfo = async (
   }
 };
 
-const getAllReferencesOnPage = (pageTitle: string) => {
-  const referencedPages = window.roamAlphaAPI.data.q(
-    `[:find ?uid ?text
-      :where
-        [?page :node/title "${normalizePageTitle(pageTitle)}"]
-        [?b :block/page ?page]
-        [?b :block/refs ?refPage]
-        [?refPage :block/uid ?uid]
-        [?refPage :node/title ?text]]`,
-  );
-  return referencedPages.map(([uid, text]) => ({
-    uid,
-    text,
-  })) as Result[];
-};
-
-const DiscourseContextOverlay = ({
-  tag,
-  id,
-  parentEl,
-}: {
-  tag: string;
-  id: string;
-  parentEl: HTMLElement;
-}) => {
+const DiscourseContextOverlay = ({ tag, id }: { tag: string; id: string }) => {
   const tagUid = useMemo(() => getPageUidByPageTitle(tag), [tag]);
-  const blockUid = useMemo(() => getBlockUidFromTarget(parentEl), [parentEl]);
   const [loading, setLoading] = useState(true);
   const [results, setResults] = useState<DiscourseData["results"]>([]);
   const [refs, setRefs] = useState(0);
   const [score, setScore] = useState<number | string>(0);
-  const [isSearchingHyde, setIsSearchingHyde] = useState(false);
-  const [hydeFilteredNodes, setHydeFilteredNodes] = useState<SuggestedNode[]>(
-    [],
-  );
-
-  const discourseNode = useMemo(() => findDiscourseNode(tagUid), [tagUid]);
-  const relations = useMemo(() => getDiscourseRelations(), []);
-  const allNodes = useMemo(() => getDiscourseNodes(), []);
-
   const getInfo = useCallback(
     () =>
-      getOverlayInfo(tag, relations)
+      getOverlayInfo(tag)
         .then(({ refs, results }) => {
-          if (!discourseNode) return;
-          const attribute = getSettingValueFromTree({
-            tree: getBasicTreeByParentUid(discourseNode.type),
-            key: "Overlay",
-            defaultValue: "Overlay",
-          });
-          return deriveDiscourseNodeAttribute({
-            uid: tagUid,
-            attribute,
-          }).then((score) => {
-            setResults(results);
-            setRefs(refs);
-            setScore(score);
-          });
+          const discourseNode = findDiscourseNode(tagUid);
+          if (discourseNode) {
+            const attribute = getSettingValueFromTree({
+              tree: getBasicTreeByParentUid(discourseNode.type),
+              key: "Overlay",
+              defaultValue: "Overlay",
+            });
+            return deriveDiscourseNodeAttribute({
+              uid: tagUid,
+              attribute,
+            }).then((score) => {
+              setResults(results);
+              setRefs(refs);
+              setScore(score);
+            });
+          }
         })
         .finally(() => setLoading(false)),
     [tag, setResults, setLoading, setRefs, setScore],
   );
-
   const refresh = useCallback(() => {
     setLoading(true);
     getInfo();
   }, [getInfo, setLoading]);
-
   useEffect(() => {
     getInfo();
   }, [refresh, getInfo]);
-
-  const suggestionContextData = useMemo(() => {
-    const selfNode = discourseNode;
-
-    if (!selfNode || !selfNode.text || !selfNode.format) {
-      return {
-        validTypes: [],
-        uniqueRelationTypeTriplets: [],
-      };
-    }
-    const selfType = selfNode.type;
-
-    const relationsConnectingToSelf = relations.filter(
-      (relation) =>
-        relation.source === selfType || relation.destination === selfType,
-    );
-
-    const uniqueTriplets = useMemo(() => {
-      const relatedNodeType = selfNode.type;
-
-      return relationsConnectingToSelf.flatMap((relation) => {
-        const isSelfSource = relation.source === relatedNodeType;
-        const isSelfDestination = relation.destination === relatedNodeType;
-
-        let targetNodeType: string;
-        let currentRelationLabel: string;
-
-        if (isSelfSource) {
-          targetNodeType = relation.destination;
-          currentRelationLabel = relation.label;
-        } else if (isSelfDestination) {
-          targetNodeType = relation.source;
-          currentRelationLabel = relation.complement;
-        } else {
-          return [];
-        }
-
-        const identifiedTargetNode = allNodes.find(
-          (node) => node.type === targetNodeType,
-        );
-
-        if (!identifiedTargetNode) {
-          return [];
-        }
-
-        const mappedItem: RelationDetails = {
-          relationLabel: currentRelationLabel,
-          relatedNodeText: identifiedTargetNode.text,
-          relatedNodeFormat: identifiedTargetNode.format,
-        };
-        return [mappedItem];
-      });
-    }, [relationsConnectingToSelf, selfNode.type, allNodes]);
-
-    const relationsInvolvingSelfBroadly = relations.filter((relation) =>
-      [relation.source, relation.destination, relation.label].includes(
-        selfType,
-      ),
-    );
-    const hasSelfRelation = relationsInvolvingSelfBroadly.some(
-      (relation) =>
-        relation.source === selfType && relation.destination === selfType,
-    );
-    const types = Array.from(
-      new Set(
-        relationsInvolvingSelfBroadly.flatMap((relation) => [
-          relation.source,
-          relation.destination,
-        ]),
-      ),
-    );
-    const filteredTypes = hasSelfRelation
-      ? types
-      : types.filter((type) => type !== selfType);
-
-    return {
-      validTypes: filteredTypes,
-      uniqueRelationTypeTriplets: uniqueTriplets,
-    };
-  }, [discourseNode, relations, allNodes]);
-
-  const { validTypes, uniqueRelationTypeTriplets } = suggestionContextData;
-
-  const [currentPageInput, setCurrentPageInput] = useState("");
-  const [selectedPage, setSelectedPage] = useState<string | null>(null);
-  const allPages = useMemo(() => getAllPageNames(), []);
-  useEffect(() => {
-    setSelectedPage(null);
-  }, [currentPageInput]);
-
-  useEffect(() => {
-    if (!selectedPage) {
-      setHydeFilteredNodes([]);
-      return;
-    }
-    const nodesOnPage = getAllReferencesOnPage(selectedPage);
-    const nodes = nodesOnPage
-      .map((n) => {
-        const node = findDiscourseNode(n.uid);
-        if (!node || node.backedBy === "default") return null;
-        if (!validTypes.includes(node.type)) return null;
-        return {
-          uid: n.uid,
-          text: n.text,
-          type: node.type,
-        };
-      })
-      .filter((node): node is SuggestedNode => node !== null)
-      .filter(
-        (node) =>
-          !results.some((r) =>
-            Object.values(r.results).some((result) => result.uid === node.uid),
-          ),
-      );
-
-    if (nodes.length > 0 && uniqueRelationTypeTriplets.length > 0) {
-      const performSearch = async () => {
-        setIsSearchingHyde(true);
-        setHydeFilteredNodes([]);
-        try {
-          const foundNodes = await runHydeSearch({
-            currentSuggestions: nodes,
-            currentNodeText: tag,
-            relationDetails: uniqueRelationTypeTriplets,
-          });
-          setHydeFilteredNodes(foundNodes);
-        } catch (error) {
-          console.error(
-            "Error during HyDE search operation in useEffect:",
-            error,
-          );
-          setHydeFilteredNodes([]);
-        } finally {
-          setIsSearchingHyde(false);
-        }
-      };
-      performSearch();
-    }
-  }, [selectedPage, results, validTypes, tag, uniqueRelationTypeTriplets]);
-
-  const handleCreateBlock = async (node: SuggestedNode) => {
-    await createBlock({
-      parentUid: blockUid,
-      node: { text: `[[${node.text}]]` },
-    });
-    setHydeFilteredNodes(hydeFilteredNodes.filter((n) => n.uid !== node.uid));
-  };
-
-  type RunHydeSearchArgs = {
-    currentSuggestions: SuggestedNode[];
-    currentNodeText: string;
-    relationDetails: RelationDetails[];
-  };
-
-  const runHydeSearch = async ({
-    currentSuggestions,
-    currentNodeText,
-    relationDetails,
-  }: RunHydeSearchArgs): Promise<SuggestedNode[]> => {
-    if (
-      !currentSuggestions.length ||
-      !currentNodeText ||
-      !relationDetails.length
-    ) {
-      return [];
-    }
-
-    try {
-      const candidateNodesForHyde = currentSuggestions.map((node) => ({
-        uid: node.uid,
-        text: node.text,
-        type: node.type,
-      }));
-
-      const foundNodes: SuggestedNode[] = await findSimilarNodesUsingHyde({
-        candidateNodes: candidateNodesForHyde,
-        currentNodeText: currentNodeText,
-        relationDetails: relationDetails,
-      });
-
-      return foundNodes;
-    } catch (error) {
-      console.error(
-        "Error during HyDE search with default RPC subset search:",
-        error,
-      );
-      return [];
-    }
-  };
-
   return (
     <Popover
       autoFocus={false}
@@ -351,67 +104,6 @@ const DiscourseContextOverlay = ({
           }`}
         >
           <ContextContent uid={tagUid} results={results} />
-          {/* Suggestive Mode */}
-          <div>
-            <div className="mt-6">
-              <label
-                htmlFor="suggest-page-input"
-                className="mb-1 block text-sm font-medium text-gray-700"
-              >
-                Add page to suggest relationships
-              </label>
-              <ControlGroup
-                className="flex gap-1"
-                onKeyDown={(e) => {
-                  if (e.key === "Enter") {
-                    setSelectedPage(currentPageInput);
-                  }
-                }}
-              >
-                <AutocompleteInput
-                  value={currentPageInput}
-                  placeholder="Enter page name..."
-                  setValue={setCurrentPageInput}
-                  options={allPages}
-                  maxItemsDisplayed={50}
-                />
-                <Button
-                  icon="tick"
-                  onClick={() => setSelectedPage(currentPageInput)}
-                  disabled={!currentPageInput}
-                  intent={selectedPage ? "success" : "none"}
-                />
-              </ControlGroup>
-            </div>
-            {selectedPage && (
-              <div className="mt-6">
-                <h3 className="mb-2 text-base font-semibold">
-                  Suggested Relationships
-                </h3>
-                {isSearchingHyde && (
-                  <Spinner size={Spinner.SIZE_SMALL} className="mb-2" />
-                )}
-                <ul className="space-y-2">
-                  {!isSearchingHyde && hydeFilteredNodes.length > 0
-                    ? hydeFilteredNodes.map((node) => (
-                        <li key={node.uid} className="">
-                          <span>{node.text}</span>
-                          <Button
-                            minimal
-                            icon="add"
-                            onClick={() => handleCreateBlock(node)}
-                            className="ml-2"
-                          />
-                        </li>
-                      ))
-                    : null}
-                  {!isSearchingHyde && hydeFilteredNodes.length === 0 && (
-                    <li>No relevant relations found.</li>
-                  )}
-                </ul>
-              </div>
-            )}
-          </div>
         </div>
       }
       target={
@@ -451,7 +143,7 @@ const Wrapper = ({ parent, tag }: { parent: HTMLElement; tag: string }) => {
     {},
   );
   return inViewport ? (
-    <DiscourseContextOverlay tag={tag} id={id} parentEl={parent} />
+    <DiscourseContextOverlay tag={tag} id={id} />
   ) : (
     <Button
       small
diff --git a/apps/roam/src/utils/hyde.ts b/apps/roam/src/utils/hyde.ts
deleted file mode 100644
index d287fcec9..000000000
--- a/apps/roam/src/utils/hyde.ts
+++ /dev/null
@@ -1,375 +0,0 @@
-import { Result } from "./types";
-import { getNodeEnv } from "roamjs-components/util/env";
-
-type ApiEmbeddingResponse = {
-  data: Array<{
-    embedding: number[];
-  }>;
-};
-
-type ApiSupabaseResultItem = {
-  roam_uid: string;
-  text_content: string;
-  similarity: number;
-};
-
-export type EmbeddingVectorType = number[];
-
-export type CandidateNodeWithEmbedding = Result & {
-  type: string;
-};
-
-export type SuggestedNode = Result & {
-  type: string;
-};
-
-export type RelationDetails = {
-  relationLabel: string;
-  relatedNodeText: string;
-  relatedNodeFormat: string;
-};
-
-export type NodeSearchResult = {
-  object: { uid: string; text: string };
-  score: number;
-};
-
-type HypotheticalNodeGenerator = (params: {
-  node: string;
-  relationType: RelationDetails;
-}) => Promise<string>;
-
-type EmbeddingFunc = (text: string) => Promise<EmbeddingVectorType>;
-
-type SearchFunc = (params: {
-  queryEmbedding: EmbeddingVectorType;
-  indexData: CandidateNodeWithEmbedding[];
-}) => Promise<NodeSearchResult[]>;
-
-const API_CONFIG = {
-  LLM: {
-    URL: "https://discoursegraphs.com/api/llm/openai/chat",
-    MODEL: "gpt-4.1",
-    TIMEOUT_MS: 30_000,
-    MAX_TOKENS: 104,
-    TEMPERATURE: 0.9,
-  },
-  BASE_URL: {
-    DEV: "http://localhost:3000",
-    PROD: "https://discoursegraphs.com",
-  },
-  EMBEDDINGS: {
-    PATH: "/api/embeddings/openai/small",
-  },
-  SUPABASE: {
-    MATCH_EMBEDDINGS_PATH:
-      "/api/supabase/rpc/match-embeddings-for-subset-nodes",
-  },
-} as const;
-
-const getBaseUrl = (): string => {
-  const isDevelopment = getNodeEnv() === "development";
-  return isDevelopment ? API_CONFIG.BASE_URL.DEV : API_CONFIG.BASE_URL.PROD;
-};
-
-const handleApiError = async (
-  response: Response,
-  context: string,
-): Promise<never> => {
-  const errorText = await response.text();
-  let errorData;
-  try {
-    errorData = JSON.parse(errorText);
-  } catch (e) {
-    errorData = { error: `Server responded with ${response.status}` };
-  }
-  console.error(
-    `${context} failed with status ${response.status}. Error:`,
-    errorData,
-  );
-  throw new Error(
-    errorData.error ||
-      `${context} failed with status ${response.status}. Response: ${errorText}`,
-  );
-};
-
-const generateHypotheticalNode: HypotheticalNodeGenerator = async ({
-  node,
-  relationType,
-}) => {
-  const { relationLabel, relatedNodeText, relatedNodeFormat } = relationType;
-
-  const userPromptContent = `Given the source discourse node \`\`\`${node}\`\`\`,
-and considering the relation \`\`\`${relationLabel}\`\`\`
-which typically connects to a node of type \`\`\`${relatedNodeText}\`\`\`
-(formatted like \`\`\`${relatedNodeFormat}\`\`\`),
-generate a hypothetical related discourse node text that would plausibly fit this relationship.
-Only return the text of the hypothetical node.`;
-  const requestBody = {
-    documents: [{ role: "user", content: userPromptContent }],
-    passphrase: "",
-    settings: {
-      model: API_CONFIG.LLM.MODEL,
-      maxTokens: API_CONFIG.LLM.MAX_TOKENS,
-      temperature: API_CONFIG.LLM.TEMPERATURE,
-    },
-  };
-
-  let response: Response | null = null;
-  try {
-    const signal = AbortSignal.timeout(API_CONFIG.LLM.TIMEOUT_MS);
-    response = await fetch(API_CONFIG.LLM.URL, {
-      method: "POST",
-      headers: {
-        "Content-Type": "application/json",
-      },
-      body: JSON.stringify(requestBody),
-      signal,
-    });
-
-    if (!response.ok) {
-      await handleApiError(response, "Hypothetical node generation");
-    }
-
-    return await response.text();
-  } catch (error: unknown) {
-    if (
-      error instanceof Error &&
-      (error.name === "AbortError" || error.name === "TimeoutError")
-    ) {
-      console.error("Hypothetical node generation timed out", error);
-      return `Error: Failed to generate hypothetical node. Request timed out.`;
-    }
-    console.error("Hypothetical node generation failed:", error);
-    return `Error: Failed to generate hypothetical node. ${
-      error instanceof Error ? error.message : String(error)
-    }`;
-  }
-};
-
-const createEmbedding: EmbeddingFunc = async (
-  text: string,
-): Promise<EmbeddingVectorType> => {
-  if (!text.trim()) throw new Error("Input text for embedding is empty.");
-
-  const apiUrl = `${getBaseUrl()}${API_CONFIG.EMBEDDINGS.PATH}`;
-
-  try {
-    const signal = AbortSignal.timeout(30000); // 30 second timeout
-    const response = await fetch(apiUrl, {
-      method: "POST",
-      headers: { "Content-Type": "application/json" },
-      body: JSON.stringify({ input: text }),
-      signal,
-    });
-
-    if (!response.ok) {
-      await handleApiError(response, "Embedding creation");
-    }
-
-    const data = (await response.json()) as ApiEmbeddingResponse;
-    if (!data?.data?.[0]?.embedding) {
-      throw new Error("Invalid API response format from embedding service.");
-    }
-    return data.data[0].embedding;
-  } catch (error: unknown) {
-    console.error("Error creating embedding:", error);
-    throw error;
-  }
-};
-
-const searchEmbeddings: SearchFunc = async ({
-  queryEmbedding,
-  indexData,
-}): Promise<NodeSearchResult[]> => {
-  if (!indexData?.length) {
-    return [];
-  }
-
-  const subsetRoamUids = indexData.map((node) => node.uid);
-  const fullApiUrl = `${getBaseUrl()}${API_CONFIG.SUPABASE.MATCH_EMBEDDINGS_PATH}`;
-
-  try {
-    const response = await fetch(fullApiUrl, {
-      method: "POST",
-      headers: {
-        "Content-Type": "application/json",
-      },
-      body: JSON.stringify({
-        queryEmbedding: queryEmbedding,
-        subsetRoamUids: subsetRoamUids,
-      }),
-    });
-
-    if (!response.ok) {
-      await handleApiError(response, "Embedding search");
-    }
-
-    const results = await response.json();
-
-    if (!Array.isArray(results)) {
-      console.error("Embedding search response was not an array:", results);
-      throw new Error("Invalid API response format: Expected an array.");
-    }
-
-    const mappedResults = results.map((item: ApiSupabaseResultItem) => ({
-      object: { uid: item.roam_uid, text: item.text_content },
-      score: item.similarity,
-    }));
-    return mappedResults;
-  } catch (error: unknown) {
-    let errorMessage = `Embedding search failed for ${fullApiUrl}.`;
-    let errorStack;
-    if (error instanceof Error) {
-      errorMessage += ` Message: ${error.message}`;
-      errorStack = error.stack;
-    } else {
-      errorMessage += ` Error: ${String(error)}`;
-    }
-    console.error(
-      `Embedding search exception:`,
-      errorMessage,
-      errorStack && `Stack: ${errorStack}`,
-    );
-    return [];
-  }
-};
-
-const searchAgainstCandidates = async ({
-  hypotheticalTexts,
-  indexData,
-}: {
-  hypotheticalTexts: string[];
-  indexData: CandidateNodeWithEmbedding[];
-}): Promise<NodeSearchResult[][]> => {
-  if (!hypotheticalTexts?.length || !indexData?.length) {
-    return [];
-  }
-
-  const results = await Promise.all(
-    hypotheticalTexts.map(async (hypoText) => {
-      try {
-        const queryEmbedding = await createEmbedding(hypoText);
-        return await searchEmbeddings({
-          queryEmbedding,
-          indexData,
-        });
-      } catch (error: unknown) {
-        let errorMessage = `Search failed for hypothetical text "${hypoText}".`;
-        let errorStack;
-        if (error instanceof Error) {
-          errorMessage += ` Message: ${error.message}`;
-          errorStack = error.stack;
-        } else {
-          errorMessage += ` Error: ${String(error)}`;
-        }
-        console.error(
-          `Search exception:`,
-          errorMessage,
-          errorStack && `Stack: ${errorStack}`,
-        );
-        return [];
-      }
-    }),
-  );
-  return results;
-};
-
-const combineScores = (
-  allSearchResults: NodeSearchResult[][],
-): Map<string, number> => {
-  const maxScores = new Map<string, number>();
-  allSearchResults.forEach((resultSet) => {
-    resultSet.forEach((result) => {
-      const currentMax = maxScores.get(result.object.uid) ?? -Infinity;
-      if (result.score > currentMax) {
-        maxScores.set(result.object.uid, result.score);
-      }
-    });
-  });
-  return maxScores;
-};
-
-const rankNodes = ({
-  maxScores,
-  candidateNodes,
-}: {
-  maxScores: Map<string, number>;
-  candidateNodes: CandidateNodeWithEmbedding[];
-}): SuggestedNode[] => {
-  if (!candidateNodes?.length) {
-    return [];
-  }
-
-  const nodeMap = new Map<string, CandidateNodeWithEmbedding>(
-    candidateNodes.map((node) => [node.uid, node]),
-  );
-
-  const combinedResults: { node: SuggestedNode; score: number }[] = [];
-  maxScores.forEach((score, uid) => {
-    const fullNode = nodeMap.get(uid);
-    if (fullNode) {
-      const suggestedNodeObject: SuggestedNode = fullNode;
-      combinedResults.push({ node: suggestedNodeObject, score });
-    }
-  });
-
-  combinedResults.sort((a, b) => b.score - a.score);
-  return combinedResults.map((item) => item.node);
-};
-
-export const findSimilarNodesUsingHyde = async ({
-  candidateNodes,
-  currentNodeText,
-  relationDetails,
-}: {
-  candidateNodes: CandidateNodeWithEmbedding[];
-  currentNodeText: string;
-  relationDetails: RelationDetails[];
-}): Promise<SuggestedNode[]> => {
-  if (
-    !candidateNodes?.length ||
-    !currentNodeText?.trim() ||
-    !relationDetails?.length
-  ) {
-    return [];
-  }
-
-  try {
-    const hypotheticalTexts = (
-      await Promise.all(
-        relationDetails.map((relationType) =>
-          generateHypotheticalNode({ node: currentNodeText, relationType }),
-        ),
-      )
-    ).filter((text) => !text.startsWith("Error:"));
-
-    if (!hypotheticalTexts.length) {
-      console.warn("No valid hypothetical nodes were generated. Exiting.");
-      return [];
-    }
-
-    const allSearchResults = await searchAgainstCandidates({
-      hypotheticalTexts,
-      indexData: candidateNodes,
-    });
-
-    const maxScores = combineScores(allSearchResults);
-    return rankNodes({ maxScores, candidateNodes });
-  } catch (error: unknown) {
-    let errorMessage = "Failed to find similar nodes.";
-    let errorStack;
-    if (error instanceof Error) {
-      errorMessage += ` Message: ${error.message}`;
-      errorStack = error.stack;
-    } else {
-      errorMessage += ` Error: ${String(error)}`;
-    }
-    console.error(
-      "Similar nodes search exception:",
-      errorMessage,
-      errorStack && `Stack: ${errorStack}`,
-    );
-    return [];
-  }
-};

From e5b14b721dabe758c56607ef19e5171740ef86c2 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Sun, 25 May 2025 08:35:39 -0400
Subject: [PATCH 04/27] minor eslint changes

---
 apps/website/app/api/supabase/insert/document/route.ts | 10 +---------
 apps/website/app/api/supabase/insert/person/route.ts   |  2 +-
 apps/website/app/utils/supabase/dbUtils.ts             |  2 +-
 3 files changed, 3 insertions(+), 11 deletions(-)

diff --git a/apps/website/app/api/supabase/insert/document/route.ts b/apps/website/app/api/supabase/insert/document/route.ts
index 93eb68367..6295603b8 100644
--- a/apps/website/app/api/supabase/insert/document/route.ts
+++ b/apps/website/app/api/supabase/insert/document/route.ts
@@ -16,15 +16,7 @@ type DocumentDataInput = TablesInsert<"Document">;
 type DocumentRecord = Tables<"Document">;
 
 const validateDocument: ItemValidator<DocumentDataInput> = (data) => {
-  const {
-    space_id,
-    source_local_id,
-    url,
-    metadata,
-    created,
-    last_modified,
-    author_id,
-  } = data;
+  const { space_id, author_id } = data;
 
   if (!space_id) return "Missing required space_id field.";
   if (!author_id) return "Missing required author_id field.";
diff --git a/apps/website/app/api/supabase/insert/person/route.ts b/apps/website/app/api/supabase/insert/person/route.ts
index bb4ad8427..5ee030a7c 100644
--- a/apps/website/app/api/supabase/insert/person/route.ts
+++ b/apps/website/app/api/supabase/insert/person/route.ts
@@ -99,4 +99,4 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
 };
 
 // If you need an OPTIONS handler for this route:
-// export const OPTIONS = defaultOptionsHandler;
+export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/utils/supabase/dbUtils.ts b/apps/website/app/utils/supabase/dbUtils.ts
index cc422fb8f..771b825ca 100644
--- a/apps/website/app/utils/supabase/dbUtils.ts
+++ b/apps/website/app/utils/supabase/dbUtils.ts
@@ -1,4 +1,4 @@
-import type { SupabaseClient, PostgrestError } from "@supabase/supabase-js";
+import type { SupabaseClient } from "@supabase/supabase-js";
 import { Database, Tables, TablesInsert } from "~/utils/supabase/types.gen";
 
 export const known_embedding_tables: {

From 34241742b6bb3b3477840218ae318512d8d40b9e Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Sun, 25 May 2025 08:39:37 -0400
Subject: [PATCH 05/27] normalize imports

---
 apps/website/app/api/supabase/insert/account/route.ts         | 2 +-
 apps/website/app/api/supabase/insert/agents/route.ts          | 2 +-
 .../app/api/supabase/insert/content-embedding/batch/route.ts  | 4 ++--
 .../app/api/supabase/insert/content-embedding/route.ts        | 2 +-
 apps/website/app/api/supabase/insert/content/batch/route.ts   | 4 ++--
 apps/website/app/api/supabase/insert/content/route.ts         | 2 +-
 apps/website/app/api/supabase/insert/document/route.ts        | 2 +-
 apps/website/app/api/supabase/insert/person/route.ts          | 2 +-
 apps/website/app/api/supabase/insert/platform/route.ts        | 2 +-
 apps/website/app/api/supabase/insert/space/route.ts           | 2 +-
 10 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/apps/website/app/api/supabase/insert/account/route.ts b/apps/website/app/api/supabase/insert/account/route.ts
index a7e30fae9..7ab61c4b8 100644
--- a/apps/website/app/api/supabase/insert/account/route.ts
+++ b/apps/website/app/api/supabase/insert/account/route.ts
@@ -1,5 +1,5 @@
-import { createClient } from "~/utils/supabase/server";
 import { NextResponse, NextRequest } from "next/server";
+import { createClient } from "~/utils/supabase/server";
 import {
   getOrCreateEntity,
   GetOrCreateEntityResult,
diff --git a/apps/website/app/api/supabase/insert/agents/route.ts b/apps/website/app/api/supabase/insert/agents/route.ts
index ea82d3829..a97d24d77 100644
--- a/apps/website/app/api/supabase/insert/agents/route.ts
+++ b/apps/website/app/api/supabase/insert/agents/route.ts
@@ -1,5 +1,5 @@
-import { createClient } from "~/utils/supabase/server";
 import { NextResponse, NextRequest } from "next/server";
+import { createClient } from "~/utils/supabase/server";
 import {
   getOrCreateEntity,
   GetOrCreateEntityResult,
diff --git a/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts b/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
index 6b916c3a9..acc96b0cb 100644
--- a/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
+++ b/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
@@ -1,5 +1,5 @@
-import { createClient } from "~/utils/supabase/server";
 import { NextResponse, NextRequest } from "next/server";
+import { createClient } from "~/utils/supabase/server";
 import {
   createApiResponse,
   handleRouteError,
@@ -14,7 +14,7 @@ import {
   outputProcessing,
   type ApiInputEmbeddingItem,
   type ApiOutputEmbeddingRecord,
-} from "../route";
+} from "~/api/supabase/insert/content-embedding/route";
 
 const batchInsertEmbeddingsProcess = async (
   supabase: Awaited<ReturnType<typeof createClient>>,
diff --git a/apps/website/app/api/supabase/insert/content-embedding/route.ts b/apps/website/app/api/supabase/insert/content-embedding/route.ts
index ad23c6075..979d4e4db 100644
--- a/apps/website/app/api/supabase/insert/content-embedding/route.ts
+++ b/apps/website/app/api/supabase/insert/content-embedding/route.ts
@@ -1,5 +1,5 @@
-import { createClient } from "~/utils/supabase/server";
 import { NextResponse, NextRequest } from "next/server";
+import { createClient } from "~/utils/supabase/server";
 import {
   createApiResponse,
   handleRouteError,
diff --git a/apps/website/app/api/supabase/insert/content/batch/route.ts b/apps/website/app/api/supabase/insert/content/batch/route.ts
index 200fa720e..dad62cdef 100644
--- a/apps/website/app/api/supabase/insert/content/batch/route.ts
+++ b/apps/website/app/api/supabase/insert/content/batch/route.ts
@@ -1,5 +1,5 @@
-import { createClient } from "~/utils/supabase/server";
 import { NextResponse, NextRequest } from "next/server";
+import { createClient } from "~/utils/supabase/server";
 import {
   createApiResponse,
   handleRouteError,
@@ -13,7 +13,7 @@ import {
   inputValidation,
   type ContentDataInput,
   type ContentRecord,
-} from "../route";
+} from "~/api/supabase/insert/content/route";
 
 // Updated batchInsertContentProcess to use the generic utility
 const batchInsertContentProcess = async (
diff --git a/apps/website/app/api/supabase/insert/content/route.ts b/apps/website/app/api/supabase/insert/content/route.ts
index 078102534..107bc5e88 100644
--- a/apps/website/app/api/supabase/insert/content/route.ts
+++ b/apps/website/app/api/supabase/insert/content/route.ts
@@ -1,5 +1,5 @@
-import { createClient } from "~/utils/supabase/server";
 import { NextResponse, NextRequest } from "next/server";
+import { createClient } from "~/utils/supabase/server";
 import {
   getOrCreateEntity,
   GetOrCreateEntityResult,
diff --git a/apps/website/app/api/supabase/insert/document/route.ts b/apps/website/app/api/supabase/insert/document/route.ts
index 6295603b8..c2d4aa7ad 100644
--- a/apps/website/app/api/supabase/insert/document/route.ts
+++ b/apps/website/app/api/supabase/insert/document/route.ts
@@ -1,5 +1,5 @@
-import { createClient } from "~/utils/supabase/server";
 import { NextResponse, NextRequest } from "next/server";
+import { createClient } from "~/utils/supabase/server";
 import {
   getOrCreateEntity,
   GetOrCreateEntityResult,
diff --git a/apps/website/app/api/supabase/insert/person/route.ts b/apps/website/app/api/supabase/insert/person/route.ts
index 5ee030a7c..324edca08 100644
--- a/apps/website/app/api/supabase/insert/person/route.ts
+++ b/apps/website/app/api/supabase/insert/person/route.ts
@@ -1,5 +1,5 @@
-import { createClient } from "~/utils/supabase/server";
 import { NextResponse, NextRequest } from "next/server";
+import { createClient } from "~/utils/supabase/server";
 import {
   getOrCreateEntity,
   GetOrCreateEntityResult,
diff --git a/apps/website/app/api/supabase/insert/platform/route.ts b/apps/website/app/api/supabase/insert/platform/route.ts
index 45a543af8..55dfaf083 100644
--- a/apps/website/app/api/supabase/insert/platform/route.ts
+++ b/apps/website/app/api/supabase/insert/platform/route.ts
@@ -1,5 +1,5 @@
-import { createClient } from "~/utils/supabase/server";
 import { NextResponse, NextRequest } from "next/server";
+import { createClient } from "~/utils/supabase/server";
 import {
   getOrCreateEntity,
   GetOrCreateEntityResult,
diff --git a/apps/website/app/api/supabase/insert/space/route.ts b/apps/website/app/api/supabase/insert/space/route.ts
index d9dcd497a..9cee9b859 100644
--- a/apps/website/app/api/supabase/insert/space/route.ts
+++ b/apps/website/app/api/supabase/insert/space/route.ts
@@ -1,5 +1,5 @@
-import { createClient } from "~/utils/supabase/server";
 import { NextResponse, NextRequest } from "next/server";
+import { createClient } from "~/utils/supabase/server";
 import {
   getOrCreateEntity,
   GetOrCreateEntityResult,

From 48f7d4e22901aca648a91f31c9ee4d28edad9cfd Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Sun, 25 May 2025 17:21:50 -0400
Subject: [PATCH 06/27] will never create an abstract agent, use concrete paths

---
 .../app/api/supabase/insert/agents/route.ts   | 71 -------------------
 1 file changed, 71 deletions(-)
 delete mode 100644 apps/website/app/api/supabase/insert/agents/route.ts

diff --git a/apps/website/app/api/supabase/insert/agents/route.ts b/apps/website/app/api/supabase/insert/agents/route.ts
deleted file mode 100644
index a97d24d77..000000000
--- a/apps/website/app/api/supabase/insert/agents/route.ts
+++ /dev/null
@@ -1,71 +0,0 @@
-import { NextResponse, NextRequest } from "next/server";
-import { createClient } from "~/utils/supabase/server";
-import {
-  getOrCreateEntity,
-  GetOrCreateEntityResult,
-} from "~/utils/supabase/dbUtils";
-import {
-  createApiResponse,
-  handleRouteError,
-  defaultOptionsHandler,
-} from "~/utils/supabase/apiUtils";
-import { Database, Tables, TablesInsert } from "~/utils/supabase/types.gen";
-
-type AgentDataInput = TablesInsert<"Agent">;
-type AgentRecord = Tables<"Agent">;
-
-const getOrCreateAgentByType = async (
-  supabasePromise: ReturnType<typeof createClient>,
-  agentType: Database["public"]["Enums"]["EntityType"],
-): Promise<GetOrCreateEntityResult<AgentRecord>> => {
-  if (!agentType) {
-    return {
-      entity: null,
-      error: "Missing or invalid 'type' for Agent.",
-      details: "Agent 'type' is required and cannot be empty.",
-      created: false,
-      status: 400,
-    };
-  }
-
-  const supabase = await supabasePromise;
-
-  return getOrCreateEntity<"Agent">(
-    supabase,
-    "Agent",
-    "id, type",
-    { type: agentType },
-    { type: agentType },
-    "Agent",
-  );
-};
-
-export const POST = async (request: NextRequest): Promise<NextResponse> => {
-  const supabasePromise = createClient();
-
-  try {
-    const body: AgentDataInput = await request.json();
-    const { type } = body;
-
-    if (!type || typeof type !== "string" || type.trim() === "") {
-      return createApiResponse(request, {
-        error: "Validation Error: Missing or invalid type for Agent.",
-        status: 400,
-      });
-    }
-
-    const result = await getOrCreateAgentByType(supabasePromise, type);
-
-    return createApiResponse(request, {
-      data: result.entity,
-      error: result.error,
-      details: result.details,
-      status: result.status,
-      created: result.created,
-    });
-  } catch (e: unknown) {
-    return handleRouteError(request, e, "/api/supabase/insert/agents");
-  }
-};
-
-export const OPTIONS = defaultOptionsHandler;

From cf749b3151b13174cfaccffd9fc24b6feb77499f Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Sun, 25 May 2025 17:22:07 -0400
Subject: [PATCH 07/27] add NODE_ENV

---
 turbo.json | 11 +++++++++--
 1 file changed, 9 insertions(+), 2 deletions(-)

diff --git a/turbo.json b/turbo.json
index c52dabc35..0c423c56f 100644
--- a/turbo.json
+++ b/turbo.json
@@ -8,6 +8,7 @@
         "OPENAI_API_KEY",
         "ANTHROPIC_API_KEY",
         "GEMINI_API_KEY",
+        "NODE_ENV",
         "BLOB_READ_WRITE_TOKEN"
       ],
       "dependsOn": ["^build"],
@@ -21,7 +22,7 @@
       "dependsOn": ["^check-types"]
     },
     "dev": {
-      "passThroughEnv": ["OBSIDIAN_PLUGIN_PATH"],
+      "passThroughEnv": ["OBSIDIAN_PLUGIN_PATH", "NODE_ENV"],
       "cache": false,
       "persistent": true,
       "inputs": ["$TURBO_DEFAULT$", ".env*"]
@@ -33,6 +34,7 @@
         "BLOB_READ_WRITE_TOKEN",
         "GITHUB_REF_NAME",
         "GITHUB_HEAD_REF",
+        "NODE_ENV",
         "SUPABASE_PROJECT_ID",
         "SUPABASE_DB_PASSWORD",
         "SUPABASE_ACCESS_TOKEN"
@@ -41,7 +43,12 @@
     "publish": {
       "cache": false,
       "inputs": ["$TURBO_DEFAULT$", ".env*"],
-      "passThroughEnv": ["GITHUB_TOKEN", "APP_PRIVATE_KEY", "APP_ID"]
+      "passThroughEnv": [
+        "GITHUB_TOKEN",
+        "APP_PRIVATE_KEY",
+        "APP_ID",
+        "NODE_ENV"
+      ]
     }
   }
 }

From 5a5cced9c9d230329d01266502491cdad7445ead Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Sun, 25 May 2025 17:23:19 -0400
Subject: [PATCH 08/27] Remove most comments, arrow-ify a few functions,
 isolate more ItemValidators

---
 .../app/api/supabase/insert/account/route.ts  | 19 ++++----
 .../insert/content-embedding/batch/route.ts   |  4 +-
 .../insert/content-embedding/route.ts         | 21 ++++-----
 .../supabase/insert/content/batch/route.ts    | 11 ++---
 .../app/api/supabase/insert/content/route.ts  | 18 +++----
 .../app/api/supabase/insert/person/route.ts   | 35 +++++++-------
 .../app/api/supabase/insert/platform/route.ts | 43 ++++++++---------
 .../app/api/supabase/insert/space/route.ts    | 47 +++++++++----------
 apps/website/app/utils/supabase/apiUtils.ts   | 12 ++---
 apps/website/app/utils/supabase/server.ts     |  4 +-
 10 files changed, 100 insertions(+), 114 deletions(-)

diff --git a/apps/website/app/api/supabase/insert/account/route.ts b/apps/website/app/api/supabase/insert/account/route.ts
index 7ab61c4b8..2db143edb 100644
--- a/apps/website/app/api/supabase/insert/account/route.ts
+++ b/apps/website/app/api/supabase/insert/account/route.ts
@@ -3,6 +3,7 @@ import { createClient } from "~/utils/supabase/server";
 import {
   getOrCreateEntity,
   GetOrCreateEntityResult,
+  ItemValidator,
 } from "~/utils/supabase/dbUtils";
 import {
   createApiResponse,
@@ -14,6 +15,12 @@ import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 type AccountDataInput = TablesInsert<"Account">;
 type AccountRecord = Tables<"Account">;
 
+const validateAccount: ItemValidator<AccountDataInput> = (account) => {
+  if (!account.person_id) return "Missing required person_id";
+  if (!account.platform_id) return "Missing required platform_id";
+  return null;
+};
+
 const getOrCreateAccount = async (
   supabasePromise: ReturnType<typeof createClient>,
   accountData: AccountDataInput,
@@ -25,20 +32,14 @@ const getOrCreateAccount = async (
     write_permission = true,
   } = accountData;
 
-  if (
-    person_id === undefined ||
-    person_id === null ||
-    platform_id === undefined ||
-    platform_id === null
-  ) {
+  const error = validateAccount(accountData);
+  if (error != null)
     return {
       entity: null,
-      error: "Missing required fields: person_id or platform_id.",
-      details: "Both person_id and platform_id are required.",
+      error,
       created: false,
       status: 400,
     };
-  }
 
   const supabase = await supabasePromise;
 
diff --git a/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts b/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
index acc96b0cb..4fd133799 100644
--- a/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
+++ b/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
@@ -20,7 +20,7 @@ const batchInsertEmbeddingsProcess = async (
   supabase: Awaited<ReturnType<typeof createClient>>,
   embeddingItems: ApiInputEmbeddingItem[],
 ): Promise<BatchProcessResult<ApiOutputEmbeddingRecord>> => {
-  // groupBy is node21 only. Group by model.
+  // groupBy is node21 only, we are using 20. Group by model, by hand.
   // Note: This means that later index values may be totally wrong.
   const by_model: { [key: string]: ApiInputEmbeddingItem[] } = {};
   try {
@@ -58,7 +58,7 @@ const batchInsertEmbeddingsProcess = async (
       supabase,
       embeddingItemsSet!,
       table_name,
-      "*", // Select all fields, adjust if needed for ContentEmbeddingRecord
+      "*",
       "ContentEmbedding",
       inputProcessing,
       outputProcessing,
diff --git a/apps/website/app/api/supabase/insert/content-embedding/route.ts b/apps/website/app/api/supabase/insert/content-embedding/route.ts
index 979d4e4db..f9b7623ec 100644
--- a/apps/website/app/api/supabase/insert/content-embedding/route.ts
+++ b/apps/website/app/api/supabase/insert/content-embedding/route.ts
@@ -24,20 +24,19 @@ export type ApiInputEmbeddingItem = Omit<
   ContentEmbeddingDataInput,
   "vector"
 > & {
-  vector: number[]; // Vector is passed in as a number[]
+  vector: number[];
 };
 
 export type ApiOutputEmbeddingRecord = Omit<
   ContentEmbeddingRecord,
   "vector"
 > & {
-  vector: number[]; // Vector is passed in as a number[]
+  vector: number[];
 };
 
 export const inputValidation: ItemValidator<ApiInputEmbeddingItem> = (data) => {
   const { target_id, model, vector } = data;
 
-  // --- Start of validation ---
   if (
     target_id === undefined ||
     target_id === null ||
@@ -65,7 +64,6 @@ export const inputValidation: ItemValidator<ApiInputEmbeddingItem> = (data) => {
     return `Invalid vector length. Expected ${table_size}, got ${vector.length}.`;
   }
   if (data.obsolete !== undefined && typeof data.obsolete !== "boolean") {
-    // Check original data for obsolete presence
     return "Invalid type for obsolete. Must be a boolean.";
   }
   return null;
@@ -164,8 +162,8 @@ const processAndCreateEmbedding = async (
     await getOrCreateEntity<"ContentEmbedding_openai_text_embedding_3_small_1536">(
       supabase,
       table_name,
-      "*", // Select all fields for the record
-      { id: -1 }, // Non-matching criteria to force "create" path
+      "*",
+      { id: -1 },
       processedItem,
       "ContentEmbedding",
     );
@@ -178,10 +176,9 @@ const processAndCreateEmbedding = async (
     result.details.includes("violates foreign key constraint")
   ) {
     if (
-      result.details.toLowerCase().includes(
-        // Check for target_id FK, adapt if FK name is different
-        `${table_name.toLowerCase()}_target_id_fkey`,
-      ) ||
+      result.details
+        .toLowerCase()
+        .includes(`${table_name.toLowerCase()}_target_id_fkey`) ||
       result.details.toLowerCase().includes("target_id")
     ) {
       return {
@@ -219,7 +216,6 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
   try {
     const body: ApiInputEmbeddingItem = await request.json();
 
-    // Minimal validation here, more detailed in processAndCreateEmbedding
     if (!body || typeof body !== "object") {
       return createApiResponse(request, {
         error: "Invalid request body: expected a JSON object.",
@@ -234,14 +230,13 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
       error: result.error,
       details: result.details,
       status: result.status,
-      created: result.created, // Will be true if successful create
+      created: result.created,
     });
   } catch (e: unknown) {
     return handleRouteError(
       request,
       e,
       `/api/supabase/insert/content-embedding`,
-      // TODO replace with a generic name
     );
   }
 };
diff --git a/apps/website/app/api/supabase/insert/content/batch/route.ts b/apps/website/app/api/supabase/insert/content/batch/route.ts
index dad62cdef..8885918ae 100644
--- a/apps/website/app/api/supabase/insert/content/batch/route.ts
+++ b/apps/website/app/api/supabase/insert/content/batch/route.ts
@@ -7,15 +7,14 @@ import {
 } from "~/utils/supabase/apiUtils";
 import {
   validateAndInsertBatch,
-  BatchProcessResult, // Import BatchProcessResult for the return type
-} from "~/utils/supabase/dbUtils"; // Ensure this path is correct
+  BatchProcessResult,
+} from "~/utils/supabase/dbUtils";
 import {
   inputValidation,
   type ContentDataInput,
   type ContentRecord,
 } from "~/api/supabase/insert/content/route";
 
-// Updated batchInsertContentProcess to use the generic utility
 const batchInsertContentProcess = async (
   supabase: Awaited<ReturnType<typeof createClient>>,
   contentItems: ContentDataInput[],
@@ -23,9 +22,9 @@ const batchInsertContentProcess = async (
   return validateAndInsertBatch<"Content">(
     supabase,
     contentItems,
-    "Content", // Table name
-    "*", // Select query (can be more specific, e.g., "id, text, scale, ...")
-    "Content", // Entity name for logging
+    "Content",
+    "*",
+    "Content",
     inputValidation,
     null,
   );
diff --git a/apps/website/app/api/supabase/insert/content/route.ts b/apps/website/app/api/supabase/insert/content/route.ts
index 107bc5e88..953deadb4 100644
--- a/apps/website/app/api/supabase/insert/content/route.ts
+++ b/apps/website/app/api/supabase/insert/content/route.ts
@@ -4,12 +4,12 @@ import {
   getOrCreateEntity,
   GetOrCreateEntityResult,
   ItemValidator,
-} from "~/utils/supabase/dbUtils"; // Ensure path is correct
+} from "~/utils/supabase/dbUtils";
 import {
   createApiResponse,
   handleRouteError,
   defaultOptionsHandler,
-} from "~/utils/supabase/apiUtils"; // Ensure path is correct
+} from "~/utils/supabase/apiUtils";
 import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 
 export type ContentDataInput = TablesInsert<"Content">;
@@ -20,7 +20,6 @@ export const inputValidation: ItemValidator<ContentDataInput> = (
 ) => {
   const { author_id, created, last_modified, scale, space_id, text } = data;
 
-  // --- Start of extensive validation ---
   if (!text || typeof text !== "string") return "Invalid or missing text.";
   if (!scale || typeof scale !== "string") return "Invalid or missing scale.";
   if (
@@ -37,18 +36,16 @@ export const inputValidation: ItemValidator<ContentDataInput> = (
     return "Invalid or missing author_id.";
   if (created)
     try {
-      new Date(created); // Validate date format
+      new Date(created);
     } catch (e) {
       return "Invalid date format for created.";
     }
   if (last_modified)
     try {
-      new Date(last_modified); // Validate date format
+      new Date(last_modified);
     } catch (e) {
       return "Invalid date format for last_modified.";
     }
-  // --- End of extensive validation ---
-
   return null;
 };
 
@@ -82,13 +79,12 @@ const processAndUpsertContentEntry = async (
   const result = await getOrCreateEntity<"Content">(
     supabase,
     "Content",
-    "*", // Select all fields for ContentRecord
-    matchCriteria || { id: -1 }, // Use a non-matching criteria if no specific lookup needed, to force create path if not found
-    data, // This will be used for insert if not found or for update in some extended utilities.
+    "*",
+    matchCriteria || { id: -1 },
+    data,
     "Content",
   );
 
-  // Custom handling for specific foreign key errors
   if (
     result.error &&
     result.details &&
diff --git a/apps/website/app/api/supabase/insert/person/route.ts b/apps/website/app/api/supabase/insert/person/route.ts
index 324edca08..9cc71a96d 100644
--- a/apps/website/app/api/supabase/insert/person/route.ts
+++ b/apps/website/app/api/supabase/insert/person/route.ts
@@ -3,17 +3,28 @@ import { createClient } from "~/utils/supabase/server";
 import {
   getOrCreateEntity,
   GetOrCreateEntityResult,
+  ItemValidator,
 } from "~/utils/supabase/dbUtils";
 import {
   createApiResponse,
   handleRouteError,
-  defaultOptionsHandler, // Assuming OPTIONS might be added later
+  defaultOptionsHandler,
 } from "~/utils/supabase/apiUtils";
 import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 
 type PersonDataInput = TablesInsert<"Person">;
 type PersonRecord = Tables<"Person">;
 
+const personValidator: ItemValidator<PersonDataInput> = (person) => {
+  const { name, email } = person;
+
+  if (!name || typeof name !== "string" || name.trim() === "")
+    return "Missing or invalid name for Person.";
+  if (!email || typeof email !== "string" || email.trim() === "")
+    return "Missing or invalid email for Person.";
+  return null;
+};
+
 const getOrCreatePersonInternal = async (
   supabasePromise: ReturnType<typeof createClient>,
   email: string,
@@ -51,29 +62,17 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
 
   try {
     const body: PersonDataInput = await request.json();
-    const {
-      name,
-      email,
-      orcid = null, // Default from input
-    } = body;
-
-    // Initial input validation
-    if (!name || typeof name !== "string" || name.trim() === "") {
-      return createApiResponse(request, {
-        error: "Missing or invalid name for Person.",
-        status: 400,
-      });
-    }
-    if (!email || typeof email !== "string" || email.trim() === "") {
+    const { name, email, orcid = null } = body;
+    const error = personValidator(body);
+    if (error !== null) {
       return createApiResponse(request, {
-        error: "Missing or invalid email for Person.",
+        error,
         status: 400,
       });
     }
 
-    // Get or Create Person
     const personResult = await getOrCreatePersonInternal(
-      supabasePromise, // Pass the promise
+      supabasePromise,
       email,
       name,
       orcid,
diff --git a/apps/website/app/api/supabase/insert/platform/route.ts b/apps/website/app/api/supabase/insert/platform/route.ts
index 55dfaf083..4a3153915 100644
--- a/apps/website/app/api/supabase/insert/platform/route.ts
+++ b/apps/website/app/api/supabase/insert/platform/route.ts
@@ -3,6 +3,7 @@ import { createClient } from "~/utils/supabase/server";
 import {
   getOrCreateEntity,
   GetOrCreateEntityResult,
+  ItemValidator,
 } from "~/utils/supabase/dbUtils";
 import {
   createApiResponse,
@@ -14,34 +15,34 @@ import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 type PlatformDataInput = TablesInsert<"Platform">;
 type PlatformRecord = Tables<"Platform">;
 
+const platformValidator: ItemValidator<PlatformDataInput> = (platform) => {
+  const lowerCaseURL = platform.url?.toLowerCase();
+
+  if (!lowerCaseURL.includes("roamresearch.com"))
+    return "Could not determine platform from URL:";
+  return null;
+};
+
 const getOrCreatePlatformFromURL = async (
   supabase: ReturnType<typeof createClient>,
-  url: string,
+  platform: PlatformDataInput,
 ): Promise<GetOrCreateEntityResult<PlatformRecord>> => {
-  let platformName: string | null = null;
-  let platformUrl: string | null = null;
-  const lowerCaseURL = url.toLowerCase();
-
-  if (lowerCaseURL.includes("roamresearch.com")) {
-    platformName = "roamresearch";
-    platformUrl = "https://roamresearch.com";
-  } else {
-    console.warn("Could not determine platform from URL:", url);
+  const error = platformValidator(platform);
+  if (error !== null) {
     return {
-      error: "Could not determine platform from URL.",
+      error,
       entity: null,
       created: false,
       status: 400,
     };
   }
+  const lowerCaseURL = platform.url.toLowerCase();
 
-  if (!platformName || !platformUrl) {
-    return {
-      error: "Platform name or URL could not be derived.",
-      entity: null,
-      created: false,
-      status: 400,
-    };
+  if (lowerCaseURL.includes("roamresearch.com")) {
+    platform.name = "roamresearch";
+    platform.url = "https://roamresearch.com";
+  } else {
+    throw Error("No path should reach here.");
   }
 
   const resolvedSupabaseClient = await supabase;
@@ -49,8 +50,8 @@ const getOrCreatePlatformFromURL = async (
     resolvedSupabaseClient,
     "Platform",
     "id, name, url",
-    { url: platformUrl },
-    { name: platformName, url: platformUrl },
+    platform,
+    platform,
     "Platform",
   );
 };
@@ -69,7 +70,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
       });
     }
 
-    const result = await getOrCreatePlatformFromURL(supabase, url);
+    const result = await getOrCreatePlatformFromURL(supabase, body);
 
     return createApiResponse(request, {
       data: result.entity,
diff --git a/apps/website/app/api/supabase/insert/space/route.ts b/apps/website/app/api/supabase/insert/space/route.ts
index 9cee9b859..1a49bf4f7 100644
--- a/apps/website/app/api/supabase/insert/space/route.ts
+++ b/apps/website/app/api/supabase/insert/space/route.ts
@@ -3,6 +3,7 @@ import { createClient } from "~/utils/supabase/server";
 import {
   getOrCreateEntity,
   GetOrCreateEntityResult,
+  ItemValidator,
 } from "~/utils/supabase/dbUtils";
 import {
   createApiResponse,
@@ -14,45 +15,39 @@ import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 type SpaceDataInput = TablesInsert<"Space">;
 type SpaceRecord = Tables<"Space">;
 
+const spaceValidator: ItemValidator<SpaceDataInput> = (space) => {
+  const { name, url, platform_id } = space;
+
+  if (!name || typeof name !== "string" || name.trim() === "")
+    return "Missing or invalid name.";
+  if (!url || typeof url !== "string" || url.trim() === "")
+    return "Missing or invalid URL.";
+  if (
+    platform_id === undefined ||
+    platform_id === null ||
+    typeof platform_id !== "number"
+  )
+    return "Missing or invalid platform_id.";
+  return null;
+};
+
 // Renamed and refactored helper function
 const processAndGetOrCreateSpace = async (
   supabasePromise: ReturnType<typeof createClient>,
   data: SpaceDataInput,
 ): Promise<GetOrCreateEntityResult<SpaceRecord>> => {
   const { name, url, platform_id } = data;
-
-  // --- Start of validation ---
-  if (!name || typeof name !== "string" || name.trim() === "") {
-    return {
-      entity: null,
-      error: "Missing or invalid name.",
-      created: false,
-      status: 400,
-    };
-  }
-  if (!url || typeof url !== "string" || url.trim() === "") {
-    return {
-      entity: null,
-      error: "Missing or invalid URL.",
-      created: false,
-      status: 400,
-    };
-  }
-  if (
-    platform_id === undefined ||
-    platform_id === null ||
-    typeof platform_id !== "number"
-  ) {
+  const error = spaceValidator(data);
+  if (error !== null) {
     return {
       entity: null,
-      error: "Missing or invalid platform_id.",
+      error: error,
       created: false,
       status: 400,
     };
   }
-  // --- End of validation ---
 
-  const normalizedUrl = url.trim().replace(/\/$/, "");
+  const normalizedUrl = url ? url.trim().replace(/\/$/, "") : null;
   const trimmedName = name.trim();
   const supabase = await supabasePromise;
 
diff --git a/apps/website/app/utils/supabase/apiUtils.ts b/apps/website/app/utils/supabase/apiUtils.ts
index 1703d27ec..3f0d2db62 100644
--- a/apps/website/app/utils/supabase/apiUtils.ts
+++ b/apps/website/app/utils/supabase/apiUtils.ts
@@ -52,11 +52,11 @@ export function createApiResponse<T>(
  * Handles errors caught in the main try-catch block of an API route.
  * Differentiates JSON parsing errors from other errors.
  */
-export function handleRouteError(
+export const handleRouteError = (
   request: NextRequest,
   error: unknown,
   routeName: string,
-): NextResponse {
+): NextResponse => {
   console.error(`API route error in ${routeName}:`, error);
   if (
     error instanceof SyntaxError &&
@@ -75,14 +75,14 @@ export function handleRouteError(
     error: message,
     status: 500,
   });
-}
+};
 
 /**
  * Default OPTIONS handler for CORS preflight requests.
  */
-export async function defaultOptionsHandler(
+export const defaultOptionsHandler = async (
   request: NextRequest,
-): Promise<NextResponse> {
+): Promise<NextResponse> => {
   const response = new NextResponse(null, { status: 204 });
   return cors(request, response) as NextResponse;
-}
+};
diff --git a/apps/website/app/utils/supabase/server.ts b/apps/website/app/utils/supabase/server.ts
index adf17b99e..65ed35da5 100644
--- a/apps/website/app/utils/supabase/server.ts
+++ b/apps/website/app/utils/supabase/server.ts
@@ -2,7 +2,7 @@ import { createServerClient, type CookieOptions } from "@supabase/ssr";
 import { cookies } from "next/headers";
 import { Database } from "~/utils/supabase/types.gen";
 
-export async function createClient() {
+export const createClient = async () => {
   const cookieStore = await cookies();
   const supabaseUrl = process.env.NEXT_PUBLIC_SUPABASE_URL;
   const supabaseKey = process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY;
@@ -43,4 +43,4 @@ export async function createClient() {
       },
     },
   });
-}
+};

From e717e2eed17db0afd80364ccfbbe97b39afe54e3 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Sun, 25 May 2025 18:03:28 -0400
Subject: [PATCH 09/27] some more comment removal, some more typing exposed a
 bug

---
 .../app/api/supabase/insert/account/route.ts   |  2 ++
 .../insert/content-embedding/batch/route.ts    | 13 +++++++++----
 .../supabase/insert/content-embedding/route.ts | 11 ++---------
 .../app/api/supabase/insert/content/route.ts   | 13 ++-----------
 .../app/api/supabase/insert/document/route.ts  |  2 ++
 .../app/api/supabase/insert/person/route.ts    |  3 ++-
 .../app/api/supabase/insert/platform/route.ts  |  2 ++
 .../app/api/supabase/insert/space/route.ts     | 11 ++---------
 apps/website/app/utils/supabase/apiUtils.ts    |  3 +--
 apps/website/app/utils/supabase/dbUtils.ts     | 18 +++++++++---------
 10 files changed, 33 insertions(+), 45 deletions(-)

diff --git a/apps/website/app/api/supabase/insert/account/route.ts b/apps/website/app/api/supabase/insert/account/route.ts
index 2db143edb..b1e1fc61d 100644
--- a/apps/website/app/api/supabase/insert/account/route.ts
+++ b/apps/website/app/api/supabase/insert/account/route.ts
@@ -16,6 +16,8 @@ type AccountDataInput = TablesInsert<"Account">;
 type AccountRecord = Tables<"Account">;
 
 const validateAccount: ItemValidator<AccountDataInput> = (account) => {
+  if (!account || typeof account !== "object")
+    return "Invalid request body: expected a JSON object.";
   if (!account.person_id) return "Missing required person_id";
   if (!account.platform_id) return "Missing required platform_id";
   return null;
diff --git a/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts b/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
index 4fd133799..c3ef791aa 100644
--- a/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
+++ b/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
@@ -8,7 +8,9 @@ import {
 import {
   processAndInsertBatch,
   BatchProcessResult,
+  known_embedding_tables,
 } from "~/utils/supabase/dbUtils";
+
 import {
   inputProcessing,
   outputProcessing,
@@ -22,6 +24,7 @@ const batchInsertEmbeddingsProcess = async (
 ): Promise<BatchProcessResult<ApiOutputEmbeddingRecord>> => {
   // groupBy is node21 only, we are using 20. Group by model, by hand.
   // Note: This means that later index values may be totally wrong.
+  // Note2: The key is a ModelName, but I cannot use an enum as a key.
   const by_model: { [key: string]: ApiInputEmbeddingItem[] } = {};
   try {
     embeddingItems.reduce((acc, item, index) => {
@@ -47,17 +50,19 @@ const batchInsertEmbeddingsProcess = async (
   const globalResults: ApiOutputEmbeddingRecord[] = [];
   const partial_errors = [];
   let created = true; // TODO: Maybe transmit from below
-  for (const table_name of Object.keys(by_model)) {
-    const embeddingItemsSet = by_model[table_name];
+  for (const model_name of Object.keys(by_model)) {
+    const embeddingItemsSet = by_model[model_name];
+    const table_data = known_embedding_tables[model_name];
+    if (table_data === undefined) continue;
     const results = await processAndInsertBatch<
-      // any table for type checking purposes only
+      // any ContentEmbedding table for type checking purposes only
       "ContentEmbedding_openai_text_embedding_3_small_1536",
       ApiInputEmbeddingItem,
       ApiOutputEmbeddingRecord
     >(
       supabase,
       embeddingItemsSet!,
-      table_name,
+      table_data.table_name,
       "*",
       "ContentEmbedding",
       inputProcessing,
diff --git a/apps/website/app/api/supabase/insert/content-embedding/route.ts b/apps/website/app/api/supabase/insert/content-embedding/route.ts
index f9b7623ec..7aa3ae446 100644
--- a/apps/website/app/api/supabase/insert/content-embedding/route.ts
+++ b/apps/website/app/api/supabase/insert/content-embedding/route.ts
@@ -35,6 +35,8 @@ export type ApiOutputEmbeddingRecord = Omit<
 };
 
 export const inputValidation: ItemValidator<ApiInputEmbeddingItem> = (data) => {
+  if (!data || typeof data !== "object")
+    return "Invalid request body: expected a JSON object.";
   const { target_id, model, vector } = data;
 
   if (
@@ -125,7 +127,6 @@ export const outputProcessing: ItemProcessor<
   }
 };
 
-// Renamed and refactored
 const processAndCreateEmbedding = async (
   supabasePromise: ReturnType<typeof createClient>,
   data: ApiInputEmbeddingItem,
@@ -215,14 +216,6 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
 
   try {
     const body: ApiInputEmbeddingItem = await request.json();
-
-    if (!body || typeof body !== "object") {
-      return createApiResponse(request, {
-        error: "Invalid request body: expected a JSON object.",
-        status: 400,
-      });
-    }
-
     const result = await processAndCreateEmbedding(supabasePromise, body);
 
     return createApiResponse(request, {
diff --git a/apps/website/app/api/supabase/insert/content/route.ts b/apps/website/app/api/supabase/insert/content/route.ts
index 953deadb4..2372a6967 100644
--- a/apps/website/app/api/supabase/insert/content/route.ts
+++ b/apps/website/app/api/supabase/insert/content/route.ts
@@ -18,6 +18,8 @@ export type ContentRecord = Tables<"Content">;
 export const inputValidation: ItemValidator<ContentDataInput> = (
   data: ContentDataInput,
 ) => {
+  if (!data || typeof data !== "object")
+    return "Invalid request body: expected a JSON object.";
   const { author_id, created, last_modified, scale, space_id, text } = data;
 
   if (!text || typeof text !== "string") return "Invalid or missing text.";
@@ -49,7 +51,6 @@ export const inputValidation: ItemValidator<ContentDataInput> = (
   return null;
 };
 
-// Renamed and refactored
 const processAndUpsertContentEntry = async (
   supabasePromise: ReturnType<typeof createClient>,
   data: ContentDataInput,
@@ -140,16 +141,6 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
 
   try {
     const body: ContentDataInput = await request.json();
-
-    // Most validation is now inside processAndUpsertContentEntry
-    // Minimal check here, or rely on processAndUpsertContentEntry for all field validation
-    if (!body || typeof body !== "object") {
-      return createApiResponse(request, {
-        error: "Invalid request body: expected a JSON object.",
-        status: 400,
-      });
-    }
-
     const result = await processAndUpsertContentEntry(supabasePromise, body);
 
     return createApiResponse(request, {
diff --git a/apps/website/app/api/supabase/insert/document/route.ts b/apps/website/app/api/supabase/insert/document/route.ts
index c2d4aa7ad..6af152d60 100644
--- a/apps/website/app/api/supabase/insert/document/route.ts
+++ b/apps/website/app/api/supabase/insert/document/route.ts
@@ -16,6 +16,8 @@ type DocumentDataInput = TablesInsert<"Document">;
 type DocumentRecord = Tables<"Document">;
 
 const validateDocument: ItemValidator<DocumentDataInput> = (data) => {
+  if (!data || typeof data !== "object")
+    return "Invalid request body: expected a JSON object.";
   const { space_id, author_id } = data;
 
   if (!space_id) return "Missing required space_id field.";
diff --git a/apps/website/app/api/supabase/insert/person/route.ts b/apps/website/app/api/supabase/insert/person/route.ts
index 9cc71a96d..bf5989aa1 100644
--- a/apps/website/app/api/supabase/insert/person/route.ts
+++ b/apps/website/app/api/supabase/insert/person/route.ts
@@ -16,6 +16,8 @@ type PersonDataInput = TablesInsert<"Person">;
 type PersonRecord = Tables<"Person">;
 
 const personValidator: ItemValidator<PersonDataInput> = (person) => {
+  if (!person || typeof person !== "object")
+    return "Invalid request body: expected a JSON object.";
   const { name, email } = person;
 
   if (!name || typeof name !== "string" || name.trim() === "")
@@ -97,5 +99,4 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
   }
 };
 
-// If you need an OPTIONS handler for this route:
 export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/api/supabase/insert/platform/route.ts b/apps/website/app/api/supabase/insert/platform/route.ts
index 4a3153915..eb7f14933 100644
--- a/apps/website/app/api/supabase/insert/platform/route.ts
+++ b/apps/website/app/api/supabase/insert/platform/route.ts
@@ -16,6 +16,8 @@ type PlatformDataInput = TablesInsert<"Platform">;
 type PlatformRecord = Tables<"Platform">;
 
 const platformValidator: ItemValidator<PlatformDataInput> = (platform) => {
+  if (!platform || typeof platform !== "object")
+    return "Invalid request body: expected a JSON object.";
   const lowerCaseURL = platform.url?.toLowerCase();
 
   if (!lowerCaseURL.includes("roamresearch.com"))
diff --git a/apps/website/app/api/supabase/insert/space/route.ts b/apps/website/app/api/supabase/insert/space/route.ts
index 1a49bf4f7..536441fc1 100644
--- a/apps/website/app/api/supabase/insert/space/route.ts
+++ b/apps/website/app/api/supabase/insert/space/route.ts
@@ -16,6 +16,8 @@ type SpaceDataInput = TablesInsert<"Space">;
 type SpaceRecord = Tables<"Space">;
 
 const spaceValidator: ItemValidator<SpaceDataInput> = (space) => {
+  if (!space || typeof space !== "object")
+    return "Invalid request body: expected a JSON object.";
   const { name, url, platform_id } = space;
 
   if (!name || typeof name !== "string" || name.trim() === "")
@@ -31,7 +33,6 @@ const spaceValidator: ItemValidator<SpaceDataInput> = (space) => {
   return null;
 };
 
-// Renamed and refactored helper function
 const processAndGetOrCreateSpace = async (
   supabasePromise: ReturnType<typeof createClient>,
   data: SpaceDataInput,
@@ -91,14 +92,6 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
   try {
     const body: SpaceDataInput = await request.json();
 
-    // Minimal validation here, more detailed in the helper
-    if (!body || typeof body !== "object") {
-      return createApiResponse(request, {
-        error: "Invalid request body: expected a JSON object.",
-        status: 400,
-      });
-    }
-
     const result = await processAndGetOrCreateSpace(supabasePromise, body);
 
     return createApiResponse(request, {
diff --git a/apps/website/app/utils/supabase/apiUtils.ts b/apps/website/app/utils/supabase/apiUtils.ts
index 3f0d2db62..9ec841e0e 100644
--- a/apps/website/app/utils/supabase/apiUtils.ts
+++ b/apps/website/app/utils/supabase/apiUtils.ts
@@ -1,5 +1,5 @@
 import { NextResponse, NextRequest } from "next/server";
-import cors from "~/utils/llm/cors"; // Assuming this path is correct and accessible
+import cors from "~/utils/llm/cors";
 
 /**
  * Sends a standardized JSON response.
@@ -24,7 +24,6 @@ export function createApiResponse<T>(
   const { data, error, details, status, created } = payload;
 
   if (error) {
-    // console.error(`API Error (status ${status}): ${error}`, details || ""); // Logging done by callers or specific error handlers
     response = NextResponse.json(
       { error, details: details || undefined },
       { status },
diff --git a/apps/website/app/utils/supabase/dbUtils.ts b/apps/website/app/utils/supabase/dbUtils.ts
index 771b825ca..2bdfabd48 100644
--- a/apps/website/app/utils/supabase/dbUtils.ts
+++ b/apps/website/app/utils/supabase/dbUtils.ts
@@ -40,7 +40,7 @@ export async function getOrCreateEntity<
   tableName: keyof Database["public"]["Tables"],
   selectQuery: string,
   matchCriteria: Record<string, any>,
-  insertData: TablesInsert<TableName>, // Flexible insert data
+  insertData: TablesInsert<TableName>,
   entityName: string = tableName,
 ): Promise<GetOrCreateEntityResult<Tables<TableName>>> {
   // 1. Try to fetch existing entity
@@ -164,7 +164,7 @@ export async function getOrCreateEntity<
       error: `Failed to retrieve new ${entityName} after insert operation.`,
       details:
         "The insert operation might have appeared successful but returned no data.",
-      created: false, // Unsure if created
+      created: false, // Unknown if created
       status: 500,
     };
   }
@@ -197,9 +197,9 @@ export type BatchProcessResult<TRecord> = {
 export async function InsertValidatedBatch<
   TableName extends keyof Database["public"]["Tables"],
 >(
-  supabase: SupabaseClient<any, "public", any>,
+  supabase: SupabaseClient<Database, "public", Database["public"]>,
   items: TablesInsert<TableName>[],
-  tableName: string,
+  tableName: keyof Database["public"]["Tables"],
   selectQuery: string, // e.g., "id, field1, field2" or "*"
   entityName: string = tableName, // For logging
 ): Promise<BatchProcessResult<Tables<TableName>>> {
@@ -217,7 +217,7 @@ export async function InsertValidatedBatch<
     };
   }
 
-  const newRecordsTyped = newRecords as Tables<TableName>[]; // Assert type
+  const newRecordsTyped = newRecords as Tables<TableName>[];
 
   if (!newRecordsTyped || newRecordsTyped.length !== items.length) {
     console.warn(
@@ -238,9 +238,9 @@ export async function InsertValidatedBatch<
 export async function validateAndInsertBatch<
   TableName extends keyof Database["public"]["Tables"],
 >(
-  supabase: SupabaseClient<any, "public", any>,
+  supabase: SupabaseClient<Database, "public", Database["public"]>,
   items: TablesInsert<TableName>[],
-  tableName: string,
+  tableName: keyof Database["public"]["Tables"],
   selectQuery: string, // e.g., "id, field1, field2" or "*"
   entityName: string = tableName, // For logging
   inputValidator: ItemValidator<TablesInsert<TableName>> | null,
@@ -336,9 +336,9 @@ export async function processAndInsertBatch<
   InputType,
   OutputType,
 >(
-  supabase: SupabaseClient<any, "public", any>,
+  supabase: SupabaseClient<Database, "public", Database["public"]>,
   items: InputType[],
-  tableName: string,
+  tableName: keyof Database["public"]["Tables"],
   selectQuery: string, // e.g., "id, field1, field2" or "*"
   entityName: string = tableName, // For logging
   inputProcessor: ItemProcessor<InputType, TablesInsert<TableName>>,

From a8f63452e541db2e9d98ddca23063318b6b4f3ef Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Mon, 26 May 2025 09:59:48 -0400
Subject: [PATCH 10/27] generic arrow functions

---
 .../insert/content-embedding/route.ts         |  2 +-
 apps/website/app/utils/supabase/apiUtils.ts   |  6 ++---
 apps/website/app/utils/supabase/dbUtils.ts    | 24 +++++++++----------
 3 files changed, 16 insertions(+), 16 deletions(-)

diff --git a/apps/website/app/api/supabase/insert/content-embedding/route.ts b/apps/website/app/api/supabase/insert/content-embedding/route.ts
index 7aa3ae446..07fdbe3da 100644
--- a/apps/website/app/api/supabase/insert/content-embedding/route.ts
+++ b/apps/website/app/api/supabase/insert/content-embedding/route.ts
@@ -169,7 +169,7 @@ const processAndCreateEmbedding = async (
       "ContentEmbedding",
     );
 
-  // getOrCreateEntity handles general 23503, but we can make the message more specific if needed
+  // getOrCreateEntity handles general foreign key constraints, but we can make the message more specific if needed
   if (
     result.error &&
     result.details &&
diff --git a/apps/website/app/utils/supabase/apiUtils.ts b/apps/website/app/utils/supabase/apiUtils.ts
index 9ec841e0e..16edba3b1 100644
--- a/apps/website/app/utils/supabase/apiUtils.ts
+++ b/apps/website/app/utils/supabase/apiUtils.ts
@@ -10,7 +10,7 @@ import cors from "~/utils/llm/cors";
  * @param status The HTTP status code for the response.
  * @param created A boolean indicating if a resource was created (influences status code: 201 vs 200).
  */
-export function createApiResponse<T>(
+export const createApiResponse = <T>(
   request: NextRequest,
   payload: {
     data?: T | null;
@@ -19,7 +19,7 @@ export function createApiResponse<T>(
     status: number;
     created?: boolean;
   },
-): NextResponse {
+): NextResponse => {
   let response: NextResponse;
   const { data, error, details, status, created } = payload;
 
@@ -45,7 +45,7 @@ export function createApiResponse<T>(
     );
   }
   return cors(request, response) as NextResponse;
-}
+};
 
 /**
  * Handles errors caught in the main try-catch block of an API route.
diff --git a/apps/website/app/utils/supabase/dbUtils.ts b/apps/website/app/utils/supabase/dbUtils.ts
index 2bdfabd48..7ab55ecd9 100644
--- a/apps/website/app/utils/supabase/dbUtils.ts
+++ b/apps/website/app/utils/supabase/dbUtils.ts
@@ -33,7 +33,7 @@ export type GetOrCreateEntityResult<T> = {
  * @param entityName A friendly name for the entity, used in logging and error messages.
  * @returns Promise<GetOrCreateEntityResult<T>>
  */
-export async function getOrCreateEntity<
+export const getOrCreateEntity = async <
   TableName extends keyof Database["public"]["Tables"],
 >(
   supabase: SupabaseClient<Database, "public", Database["public"]>,
@@ -42,7 +42,7 @@ export async function getOrCreateEntity<
   matchCriteria: Record<string, any>,
   insertData: TablesInsert<TableName>,
   entityName: string = tableName,
-): Promise<GetOrCreateEntityResult<Tables<TableName>>> {
+): Promise<GetOrCreateEntityResult<Tables<TableName>>> => {
   // 1. Try to fetch existing entity
   let queryBuilder = supabase.from(tableName).select(selectQuery);
   for (const key in matchCriteria) {
@@ -171,7 +171,7 @@ export async function getOrCreateEntity<
 
   console.log(`Created new ${entityName}:`, newEntity);
   return { entity: newEntity, error: null, created: true, status: 201 };
-}
+};
 
 export type BatchItemValidator<TInput, TProcessed> = (
   item: TInput,
@@ -194,7 +194,7 @@ export type BatchProcessResult<TRecord> = {
   status: number; // HTTP status to suggest
 };
 
-export async function InsertValidatedBatch<
+export const InsertValidatedBatch = async <
   TableName extends keyof Database["public"]["Tables"],
 >(
   supabase: SupabaseClient<Database, "public", Database["public"]>,
@@ -202,7 +202,7 @@ export async function InsertValidatedBatch<
   tableName: keyof Database["public"]["Tables"],
   selectQuery: string, // e.g., "id, field1, field2" or "*"
   entityName: string = tableName, // For logging
-): Promise<BatchProcessResult<Tables<TableName>>> {
+): Promise<BatchProcessResult<Tables<TableName>>> => {
   const { data: newRecords, error: insertError } = await supabase
     .from(tableName)
     .insert(items)
@@ -233,9 +233,9 @@ export async function InsertValidatedBatch<
     `Successfully batch inserted ${newRecordsTyped.length} ${entityName} records.`,
   );
   return { data: newRecordsTyped, status: 201 };
-}
+};
 
-export async function validateAndInsertBatch<
+export const validateAndInsertBatch = async <
   TableName extends keyof Database["public"]["Tables"],
 >(
   supabase: SupabaseClient<Database, "public", Database["public"]>,
@@ -245,7 +245,7 @@ export async function validateAndInsertBatch<
   entityName: string = tableName, // For logging
   inputValidator: ItemValidator<TablesInsert<TableName>> | null,
   outputValidator: ItemValidator<Tables<TableName>> | null,
-): Promise<BatchProcessResult<Tables<TableName>>> {
+): Promise<BatchProcessResult<Tables<TableName>>> => {
   let validatedItems: TablesInsert<TableName>[] = [];
   const validationErrors: { index: number; error: string }[] = [];
   if (!Array.isArray(items) || items.length === 0) {
@@ -329,9 +329,9 @@ export async function validateAndInsertBatch<
     }
   }
   return result;
-}
+};
 
-export async function processAndInsertBatch<
+export const processAndInsertBatch = async <
   TableName extends keyof Database["public"]["Tables"],
   InputType,
   OutputType,
@@ -343,7 +343,7 @@ export async function processAndInsertBatch<
   entityName: string = tableName, // For logging
   inputProcessor: ItemProcessor<InputType, TablesInsert<TableName>>,
   outputProcessor: ItemProcessor<Tables<TableName>, OutputType>,
-): Promise<BatchProcessResult<OutputType>> {
+): Promise<BatchProcessResult<OutputType>> => {
   let processedItems: TablesInsert<TableName>[] = [];
   const validationErrors: { index: number; error: string }[] = [];
   if (!Array.isArray(items) || items.length === 0) {
@@ -421,4 +421,4 @@ export async function processAndInsertBatch<
     };
   }
   return { ...result, data: processedResults };
-}
+};

From fd708d3f6d9ee60ac8e8defcf1bda5283665390e Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Mon, 26 May 2025 20:27:39 -0400
Subject: [PATCH 11/27] adjustments to model for uniqueness

---
 .../app/api/supabase/insert/account/route.ts  | 19 ++++-----
 .../app/api/supabase/insert/space/route.ts    |  2 +-
 apps/website/app/utils/supabase/types.gen.ts  | 40 +++++++++----------
 packages/database/types.gen.ts                | 40 +++++++++----------
 4 files changed, 51 insertions(+), 50 deletions(-)

diff --git a/apps/website/app/api/supabase/insert/account/route.ts b/apps/website/app/api/supabase/insert/account/route.ts
index b1e1fc61d..88aa53da8 100644
--- a/apps/website/app/api/supabase/insert/account/route.ts
+++ b/apps/website/app/api/supabase/insert/account/route.ts
@@ -18,7 +18,7 @@ type AccountRecord = Tables<"Account">;
 const validateAccount: ItemValidator<AccountDataInput> = (account) => {
   if (!account || typeof account !== "object")
     return "Invalid request body: expected a JSON object.";
-  if (!account.person_id) return "Missing required person_id";
+  if (!account.agent_id) return "Missing required agent_id";
   if (!account.platform_id) return "Missing required platform_id";
   return null;
 };
@@ -28,10 +28,11 @@ const getOrCreateAccount = async (
   accountData: AccountDataInput,
 ): Promise<GetOrCreateEntityResult<AccountRecord>> => {
   const {
-    person_id,
+    agent_id,
     platform_id,
     active = true,
     write_permission = true,
+    account_local_id,
   } = accountData;
 
   const error = validateAccount(accountData);
@@ -48,9 +49,9 @@ const getOrCreateAccount = async (
   const result = await getOrCreateEntity<"Account">(
     supabase,
     "Account",
-    "id, person_id, platform_id, active, write_permission",
-    { person_id: person_id, platform_id: platform_id },
-    { person_id, platform_id, active, write_permission },
+    "id, agent_id, platform_id, active, write_permission",
+    { agent_id: agent_id, platform_id: platform_id },
+    { agent_id, platform_id, active, write_permission, account_local_id },
     "Account",
   );
 
@@ -60,10 +61,10 @@ const getOrCreateAccount = async (
     result.status === 400 &&
     result.details.includes("violates foreign key constraint")
   ) {
-    if (result.details.includes("Account_person_id_fkey")) {
+    if (result.details.includes("agent_id_fkey")) {
       return {
         ...result,
-        error: `Invalid person_id: No Person record found for ID ${person_id}.`,
+        error: `Invalid agent_id: No Person record found for ID ${agent_id}.`,
       };
     } else if (result.details.includes("Account_platform_id_fkey")) {
       return {
@@ -81,9 +82,9 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
   try {
     const body: AccountDataInput = await request.json();
 
-    if (body.person_id === undefined || body.person_id === null) {
+    if (body.agent_id === undefined || body.agent_id === null) {
       return createApiResponse(request, {
-        error: "Missing or invalid person_id.",
+        error: "Missing or invalid agent_id.",
         status: 400,
       });
     }
diff --git a/apps/website/app/api/supabase/insert/space/route.ts b/apps/website/app/api/supabase/insert/space/route.ts
index 536441fc1..ef067db1e 100644
--- a/apps/website/app/api/supabase/insert/space/route.ts
+++ b/apps/website/app/api/supabase/insert/space/route.ts
@@ -48,7 +48,7 @@ const processAndGetOrCreateSpace = async (
     };
   }
 
-  const normalizedUrl = url ? url.trim().replace(/\/$/, "") : null;
+  const normalizedUrl = url.trim().replace(/\/$/, "");
   const trimmedName = name.trim();
   const supabase = await supabasePromise;
 
diff --git a/apps/website/app/utils/supabase/types.gen.ts b/apps/website/app/utils/supabase/types.gen.ts
index a3981b363..990aa4b6a 100644
--- a/apps/website/app/utils/supabase/types.gen.ts
+++ b/apps/website/app/utils/supabase/types.gen.ts
@@ -11,30 +11,33 @@ export type Database = {
     Tables: {
       Account: {
         Row: {
+          account_local_id: string
           active: boolean
+          agent_id: number
           id: number
-          person_id: number
           platform_id: number
           write_permission: boolean
         }
         Insert: {
+          account_local_id: string
           active?: boolean
+          agent_id: number
           id?: number
-          person_id: number
           platform_id: number
           write_permission: boolean
         }
         Update: {
+          account_local_id?: string
           active?: boolean
+          agent_id?: number
           id?: number
-          person_id?: number
           platform_id?: number
           write_permission?: boolean
         }
         Relationships: [
           {
-            foreignKeyName: "Account_person_id_fkey"
-            columns: ["person_id"]
+            foreignKeyName: "Account_agent_id_fkey"
+            columns: ["agent_id"]
             isOneToOne: false
             referencedRelation: "Agent"
             referencedColumns: ["id"]
@@ -69,21 +72,21 @@ export type Database = {
           id: number
           metadata: Json
           name: string
-          version: string | null
+          version: string
         }
         Insert: {
           deterministic?: boolean | null
           id: number
           metadata?: Json
           name: string
-          version?: string | null
+          version: string
         }
         Update: {
           deterministic?: boolean | null
           id?: number
           metadata?: Json
           name?: string
-          version?: string | null
+          version?: string
         }
         Relationships: [
           {
@@ -109,7 +112,7 @@ export type Database = {
           name: string
           represented_by_id: number | null
           schema_id: number | null
-          space_id: number | null
+          space_id: number
         }
         Insert: {
           arity?: number
@@ -124,7 +127,7 @@ export type Database = {
           name: string
           represented_by_id?: number | null
           schema_id?: number | null
-          space_id?: number | null
+          space_id: number
         }
         Update: {
           arity?: number
@@ -139,7 +142,7 @@ export type Database = {
           name?: string
           represented_by_id?: number | null
           schema_id?: number | null
-          space_id?: number | null
+          space_id?: number
         }
         Relationships: [
           {
@@ -445,19 +448,19 @@ export type Database = {
           id: number
           name: string
           platform_id: number
-          url: string | null
+          url: string
         }
         Insert: {
           id?: number
           name: string
           platform_id: number
-          url?: string | null
+          url: string
         }
         Update: {
           id?: number
           name?: string
           platform_id?: number
-          url?: string | null
+          url?: string
         }
         Relationships: [
           {
@@ -473,20 +476,17 @@ export type Database = {
         Row: {
           account_id: number
           editor: boolean
-          id: number
-          space_id: number | null
+          space_id: number
         }
         Insert: {
           account_id: number
           editor: boolean
-          id?: number
-          space_id?: number | null
+          space_id: number
         }
         Update: {
           account_id?: number
           editor?: boolean
-          id?: number
-          space_id?: number | null
+          space_id?: number
         }
         Relationships: [
           {
diff --git a/packages/database/types.gen.ts b/packages/database/types.gen.ts
index a3981b363..990aa4b6a 100644
--- a/packages/database/types.gen.ts
+++ b/packages/database/types.gen.ts
@@ -11,30 +11,33 @@ export type Database = {
     Tables: {
       Account: {
         Row: {
+          account_local_id: string
           active: boolean
+          agent_id: number
           id: number
-          person_id: number
           platform_id: number
           write_permission: boolean
         }
         Insert: {
+          account_local_id: string
           active?: boolean
+          agent_id: number
           id?: number
-          person_id: number
           platform_id: number
           write_permission: boolean
         }
         Update: {
+          account_local_id?: string
           active?: boolean
+          agent_id?: number
           id?: number
-          person_id?: number
           platform_id?: number
           write_permission?: boolean
         }
         Relationships: [
           {
-            foreignKeyName: "Account_person_id_fkey"
-            columns: ["person_id"]
+            foreignKeyName: "Account_agent_id_fkey"
+            columns: ["agent_id"]
             isOneToOne: false
             referencedRelation: "Agent"
             referencedColumns: ["id"]
@@ -69,21 +72,21 @@ export type Database = {
           id: number
           metadata: Json
           name: string
-          version: string | null
+          version: string
         }
         Insert: {
           deterministic?: boolean | null
           id: number
           metadata?: Json
           name: string
-          version?: string | null
+          version: string
         }
         Update: {
           deterministic?: boolean | null
           id?: number
           metadata?: Json
           name?: string
-          version?: string | null
+          version?: string
         }
         Relationships: [
           {
@@ -109,7 +112,7 @@ export type Database = {
           name: string
           represented_by_id: number | null
           schema_id: number | null
-          space_id: number | null
+          space_id: number
         }
         Insert: {
           arity?: number
@@ -124,7 +127,7 @@ export type Database = {
           name: string
           represented_by_id?: number | null
           schema_id?: number | null
-          space_id?: number | null
+          space_id: number
         }
         Update: {
           arity?: number
@@ -139,7 +142,7 @@ export type Database = {
           name?: string
           represented_by_id?: number | null
           schema_id?: number | null
-          space_id?: number | null
+          space_id?: number
         }
         Relationships: [
           {
@@ -445,19 +448,19 @@ export type Database = {
           id: number
           name: string
           platform_id: number
-          url: string | null
+          url: string
         }
         Insert: {
           id?: number
           name: string
           platform_id: number
-          url?: string | null
+          url: string
         }
         Update: {
           id?: number
           name?: string
           platform_id?: number
-          url?: string | null
+          url?: string
         }
         Relationships: [
           {
@@ -473,20 +476,17 @@ export type Database = {
         Row: {
           account_id: number
           editor: boolean
-          id: number
-          space_id: number | null
+          space_id: number
         }
         Insert: {
           account_id: number
           editor: boolean
-          id?: number
-          space_id?: number | null
+          space_id: number
         }
         Update: {
           account_id?: number
           editor?: boolean
-          id?: number
-          space_id?: number | null
+          space_id?: number
         }
         Relationships: [
           {

From 586d7db1258e1436b3dcf9689f6783eab885411e Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Mon, 26 May 2025 21:27:52 -0400
Subject: [PATCH 12/27] Use upsert and specific uniqueOn in getOrCreateEntity.
 Use named parameters.

---
 .../app/api/supabase/insert/account/route.ts  |  18 +-
 .../insert/content-embedding/route.ts         |  17 +-
 .../app/api/supabase/insert/content/route.ts  |  12 +-
 .../app/api/supabase/insert/document/route.ts |  12 +-
 .../app/api/supabase/insert/person/route.ts   |  23 +--
 .../app/api/supabase/insert/platform/route.ts |  18 +-
 .../app/api/supabase/insert/space/route.ts    |  12 +-
 apps/website/app/utils/supabase/dbUtils.ts    | 155 +++++++++---------
 8 files changed, 132 insertions(+), 135 deletions(-)

diff --git a/apps/website/app/api/supabase/insert/account/route.ts b/apps/website/app/api/supabase/insert/account/route.ts
index 88aa53da8..6b6fe7fb4 100644
--- a/apps/website/app/api/supabase/insert/account/route.ts
+++ b/apps/website/app/api/supabase/insert/account/route.ts
@@ -46,14 +46,18 @@ const getOrCreateAccount = async (
 
   const supabase = await supabasePromise;
 
-  const result = await getOrCreateEntity<"Account">(
+  const result = await getOrCreateEntity<"Account">({
     supabase,
-    "Account",
-    "id, agent_id, platform_id, active, write_permission",
-    { agent_id: agent_id, platform_id: platform_id },
-    { agent_id, platform_id, active, write_permission, account_local_id },
-    "Account",
-  );
+    tableName: "Account",
+    insertData: {
+      agent_id,
+      platform_id,
+      active,
+      write_permission,
+      account_local_id,
+    },
+    uniqueOn: ["agent_id", "platform_id"],
+  });
 
   if (
     result.error &&
diff --git a/apps/website/app/api/supabase/insert/content-embedding/route.ts b/apps/website/app/api/supabase/insert/content-embedding/route.ts
index 07fdbe3da..66f7d98f4 100644
--- a/apps/website/app/api/supabase/insert/content-embedding/route.ts
+++ b/apps/website/app/api/supabase/insert/content-embedding/route.ts
@@ -145,9 +145,9 @@ const processAndCreateEmbedding = async (
     };
   }
   const supabase = await supabasePromise;
-  const table_data = known_embedding_tables[processedItem.model];
+  const tableData = known_embedding_tables[processedItem.model];
 
-  if (!table_data) {
+  if (!tableData) {
     return {
       entity: null,
       error: "unknown model",
@@ -156,17 +156,16 @@ const processAndCreateEmbedding = async (
     };
   }
 
-  const { table_name } = table_data;
+  const { table_name } = tableData;
   // Using getOrCreateEntity, forcing create path by providing non-matching criteria
   // This standardizes return type and error handling (e.g., FK violations from dbUtils)
   const result =
     await getOrCreateEntity<"ContentEmbedding_openai_text_embedding_3_small_1536">(
-      supabase,
-      table_name,
-      "*",
-      { id: -1 },
-      processedItem,
-      "ContentEmbedding",
+      {
+        supabase,
+        tableName: table_name,
+        insertData: processedItem,
+      },
     );
 
   // getOrCreateEntity handles general foreign key constraints, but we can make the message more specific if needed
diff --git a/apps/website/app/api/supabase/insert/content/route.ts b/apps/website/app/api/supabase/insert/content/route.ts
index 2372a6967..dfe0c1557 100644
--- a/apps/website/app/api/supabase/insert/content/route.ts
+++ b/apps/website/app/api/supabase/insert/content/route.ts
@@ -77,14 +77,12 @@ const processAndUpsertContentEntry = async (
   // If no solid matchCriteria for a "get", getOrCreateEntity will likely proceed to "create".
   // If there are unique constraints other than (space_id, source_local_id), it will handle race conditions.
 
-  const result = await getOrCreateEntity<"Content">(
+  const result = await getOrCreateEntity<"Content">({
     supabase,
-    "Content",
-    "*",
-    matchCriteria || { id: -1 },
-    data,
-    "Content",
-  );
+    tableName: "Content",
+    insertData: data,
+    uniqueOn: ["space_id", "source_local_id"],
+  });
 
   if (
     result.error &&
diff --git a/apps/website/app/api/supabase/insert/document/route.ts b/apps/website/app/api/supabase/insert/document/route.ts
index 6af152d60..27ea02ca6 100644
--- a/apps/website/app/api/supabase/insert/document/route.ts
+++ b/apps/website/app/api/supabase/insert/document/route.ts
@@ -31,14 +31,12 @@ const createDocument = async (
 ): Promise<GetOrCreateEntityResult<DocumentRecord>> => {
   const supabase = await supabasePromise;
 
-  const result = await getOrCreateEntity<"Document">(
+  const result = await getOrCreateEntity<"Document">({
     supabase,
-    "Document",
-    "id, space_id, source_local_id, url, metadata, created, last_modified, author_id",
-    { id: -1 },
-    data,
-    "Document",
-  );
+    tableName: "Document",
+    insertData: data,
+    uniqueOn: ["space_id", "source_local_id"],
+  });
 
   if (
     result.error &&
diff --git a/apps/website/app/api/supabase/insert/person/route.ts b/apps/website/app/api/supabase/insert/person/route.ts
index bf5989aa1..9517fb840 100644
--- a/apps/website/app/api/supabase/insert/person/route.ts
+++ b/apps/website/app/api/supabase/insert/person/route.ts
@@ -34,29 +34,24 @@ const getOrCreatePersonInternal = async (
   orcid: string | null | undefined,
 ): Promise<GetOrCreateEntityResult<PersonRecord>> => {
   const supabase = await supabasePromise;
-  const agent_response = await getOrCreateEntity<"Agent">(
+  const agent_response = await getOrCreateEntity<"Agent">({
     supabase,
-    "Agent",
-    "id, type",
-    { type: "Person" },
-    { type: "Person" },
-    "Agent",
-  );
+    tableName: "Agent",
+    insertData: { type: "Person" },
+  });
   if (agent_response.error || agent_response.entity === null)
     return agent_response as any as GetOrCreateEntityResult<PersonRecord>;
-  return getOrCreateEntity<"Person">(
+  return getOrCreateEntity<"Person">({
     supabase,
-    "Person",
-    "id, name, email, orcid, type",
-    { email: email.trim() },
-    {
+    tableName: "Person",
+    insertData: {
       id: agent_response.entity.id,
       email: email.trim(),
       name: name.trim(),
       orcid: orcid || null,
     },
-    "Person",
-  );
+    uniqueOn: ["email"],
+  });
 };
 
 export const POST = async (request: NextRequest): Promise<NextResponse> => {
diff --git a/apps/website/app/api/supabase/insert/platform/route.ts b/apps/website/app/api/supabase/insert/platform/route.ts
index eb7f14933..79068578e 100644
--- a/apps/website/app/api/supabase/insert/platform/route.ts
+++ b/apps/website/app/api/supabase/insert/platform/route.ts
@@ -26,7 +26,7 @@ const platformValidator: ItemValidator<PlatformDataInput> = (platform) => {
 };
 
 const getOrCreatePlatformFromURL = async (
-  supabase: ReturnType<typeof createClient>,
+  supabasePromise: ReturnType<typeof createClient>,
   platform: PlatformDataInput,
 ): Promise<GetOrCreateEntityResult<PlatformRecord>> => {
   const error = platformValidator(platform);
@@ -47,15 +47,13 @@ const getOrCreatePlatformFromURL = async (
     throw Error("No path should reach here.");
   }
 
-  const resolvedSupabaseClient = await supabase;
-  return getOrCreateEntity<"Platform">(
-    resolvedSupabaseClient,
-    "Platform",
-    "id, name, url",
-    platform,
-    platform,
-    "Platform",
-  );
+  const supabase = await supabasePromise;
+  return getOrCreateEntity<"Platform">({
+    supabase,
+    tableName: "Platform",
+    insertData: platform,
+    uniqueOn: ["url"],
+  });
 };
 
 export const POST = async (request: NextRequest): Promise<NextResponse> => {
diff --git a/apps/website/app/api/supabase/insert/space/route.ts b/apps/website/app/api/supabase/insert/space/route.ts
index ef067db1e..a176a0958 100644
--- a/apps/website/app/api/supabase/insert/space/route.ts
+++ b/apps/website/app/api/supabase/insert/space/route.ts
@@ -52,18 +52,16 @@ const processAndGetOrCreateSpace = async (
   const trimmedName = name.trim();
   const supabase = await supabasePromise;
 
-  const result = await getOrCreateEntity<"Space">(
+  const result = await getOrCreateEntity<"Space">({
     supabase,
-    "Space",
-    "id, name, url, platform_id",
-    { url: normalizedUrl, platform_id: platform_id },
-    {
+    tableName: "Space",
+    insertData: {
       name: trimmedName,
       url: normalizedUrl,
       platform_id: platform_id,
     },
-    "Space",
-  );
+    uniqueOn: ["url"],
+  });
 
   // Custom handling for specific foreign key error related to platform_id
   if (
diff --git a/apps/website/app/utils/supabase/dbUtils.ts b/apps/website/app/utils/supabase/dbUtils.ts
index 7ab55ecd9..7e3a3aff0 100644
--- a/apps/website/app/utils/supabase/dbUtils.ts
+++ b/apps/website/app/utils/supabase/dbUtils.ts
@@ -35,110 +35,101 @@ export type GetOrCreateEntityResult<T> = {
  */
 export const getOrCreateEntity = async <
   TableName extends keyof Database["public"]["Tables"],
->(
-  supabase: SupabaseClient<Database, "public", Database["public"]>,
-  tableName: keyof Database["public"]["Tables"],
-  selectQuery: string,
-  matchCriteria: Record<string, any>,
-  insertData: TablesInsert<TableName>,
-  entityName: string = tableName,
-): Promise<GetOrCreateEntityResult<Tables<TableName>>> => {
-  // 1. Try to fetch existing entity
-  let queryBuilder = supabase.from(tableName).select(selectQuery);
-  for (const key in matchCriteria) {
-    queryBuilder = queryBuilder.eq(key, matchCriteria[key]);
-  }
-  const { data: existingEntity, error: fetchError } =
-    await queryBuilder.maybeSingle<Tables<TableName>>();
-
-  if (fetchError) {
-    console.error(`Error fetching ${entityName} by`, matchCriteria, fetchError);
-    return {
-      entity: null,
-      error: `Database error while fetching ${entityName}.`,
-      details: fetchError.message,
-      created: false,
-      status: 500,
-    };
-  }
-
-  if (existingEntity) {
-    console.log(`Found existing ${entityName}:`, existingEntity);
-    return {
-      entity: existingEntity,
-      error: null,
-      created: false,
-      status: 200,
-    };
-  }
-
-  // 2. Create new entity if not found
-  console.log(
-    `${entityName} not found with criteria`,
-    matchCriteria,
-    `creating new one...`,
-  );
-  const { data: newEntity, error: insertError } = await supabase
+>({
+  supabase,
+  tableName,
+  insertData,
+  uniqueOn = undefined,
+}: {
+  supabase: SupabaseClient<Database, "public", Database["public"]>;
+  tableName: keyof Database["public"]["Tables"];
+  insertData: TablesInsert<TableName>;
+  uniqueOn?: (keyof TablesInsert<TableName>)[]; // Uses pKey otherwise
+}): Promise<GetOrCreateEntityResult<Tables<TableName>>> => {
+  const {
+    data: newEntity,
+    error: insertError,
+    status: status,
+  } = await supabase
     .from(tableName)
-    .insert(insertData)
-    .select(selectQuery)
-    .single<Tables<TableName>>();
+    .upsert(insertData, {
+      onConflict: uniqueOn === undefined ? undefined : uniqueOn.join(","),
+      ignoreDuplicates: false,
+      count: "estimated",
+    })
+    .select();
 
   if (insertError) {
-    console.error(
-      `Error inserting new ${entityName}:`,
-      insertData,
-      insertError,
-    );
+    console.error(`Error inserting new ${tableName}:`, insertData, insertError);
     // Handle race condition: unique constraint violation (PostgreSQL error code '23505')
     if (insertError.code === "23505") {
+      // It could well be another unique constraint
+      // TODO: Can I identify the unique key constraint to do a fetch?
       console.warn(
-        `Unique constraint violation on ${entityName} insert for`,
-        matchCriteria,
-        `Attempting to re-fetch.`,
+        `Unique constraint violation on ${tableName} insert using ${uniqueOn}.\nError is ${insertError.message}.\n Attempting to re-fetch.`,
       );
-      let reFetchQueryBuilder = supabase.from(tableName).select(selectQuery);
-      for (const key in matchCriteria) {
-        reFetchQueryBuilder = reFetchQueryBuilder.eq(key, matchCriteria[key]);
+      let reFetchQueryBuilder = supabase.from(tableName).select();
+      if (uniqueOn !== undefined) {
+        for (let i = 0; i < uniqueOn.length; i++) {
+          const key: keyof TablesInsert<TableName> = uniqueOn[i]!;
+          reFetchQueryBuilder = reFetchQueryBuilder.eq(
+            key as string,
+            insertData[key] as any, // TS gets confused here?
+          );
+        }
+      } else if (false) {
+        // TODO: Another case is when we were given the primary key.
+        // But we have to compute the primary key for that. Punting.
+      } else {
+        // Likely another unique constraint
+        // TODO: have to decode from insertError message
+        return {
+          entity: null,
+          error: "Could not decide what to refetch on",
+          details: insertError.message,
+          created: false,
+          status: 400,
+        };
       }
       const { data: reFetchedEntity, error: reFetchError } =
         await reFetchQueryBuilder.maybeSingle<Tables<TableName>>();
 
       if (reFetchError) {
         console.error(
-          `Error re-fetching ${entityName} after unique constraint violation:`,
+          `Error re-fetching ${tableName} after unique constraint violation:`,
           reFetchError,
         );
         return {
           entity: null,
-          error: `Database error after unique constraint violation for ${entityName}.`,
+          error: `Database error after unique constraint violation for ${tableName}.`,
           details: reFetchError.message,
           created: false,
           status: 500,
         };
       }
       if (reFetchedEntity) {
-        console.log(`Found ${entityName} on re-fetch:`, reFetchedEntity);
+        console.log(`Found ${tableName} on re-fetch:`, reFetchedEntity);
         return {
           entity: reFetchedEntity,
           error: null,
           created: false,
-          status: 200, // Successfully fetched, though not created by this call
+          status: 200, // Successfully fetched, though not created by this call.
         };
       }
       return {
         entity: null,
-        error: `Unique constraint violation on ${entityName} insert, and re-fetch failed to find the entity.`,
+        error: `Unique constraint violation on ${tableName} insert, and re-fetch failed to find the entity.`,
         details: insertError.message, // Original insert error
         created: false,
         status: 409, // Conflict, and couldn't resolve by re-fetching
       };
     }
+
     // Handle foreign key constraint violations (PostgreSQL error code '23503')
     if (insertError.code === "23503") {
       return {
         entity: null,
-        error: `Invalid reference: A foreign key constraint was violated while creating ${entityName}.`,
+        error: `Invalid reference: A foreign key constraint was violated while creating ${tableName}.`,
         details: insertError.message, // Specific FK details are in the message
         created: false,
         status: 400, // Usually due to bad input ID
@@ -147,30 +138,46 @@ export const getOrCreateEntity = async <
 
     return {
       entity: null,
-      error: `Database error while inserting ${entityName}.`,
+      error: `Database error while inserting ${tableName}.`,
       details: insertError.message,
       created: false,
       status: 500,
     };
-  }
-
-  if (!newEntity) {
-    // This case should ideally not be reached if insertError is null and .single() is used.
+  } else if (newEntity) {
+    const entityT = newEntity as Tables<TableName> | Tables<TableName>[] | null;
+    let entity: Tables<TableName> | null = null;
+    if (Array.isArray(entityT)) {
+      if (entityT.length > 0) entity = entityT[0]!;
+      else
+        return {
+          entity: null,
+          error: `Got an empty array from the upsert`,
+          created: false,
+          status: 500,
+        };
+    } else {
+      entity = entityT;
+    }
+    console.log(`Created new ${tableName}:`, entity);
+    return {
+      entity,
+      error: null,
+      created: status == 201,
+      status,
+    };
+  } else {
     console.error(
-      `New ${entityName} was not returned after insert, despite no reported Supabase error.`,
+      `New ${tableName} was not returned after insert, despite no reported Supabase error.`,
     );
     return {
       entity: null,
-      error: `Failed to retrieve new ${entityName} after insert operation.`,
+      error: `Failed to retrieve new ${tableName} after insert operation.`,
       details:
         "The insert operation might have appeared successful but returned no data.",
       created: false, // Unknown if created
       status: 500,
     };
   }
-
-  console.log(`Created new ${entityName}:`, newEntity);
-  return { entity: newEntity, error: null, created: true, status: 201 };
 };
 
 export type BatchItemValidator<TInput, TProcessed> = (

From 438abf4911c0e765f034fff472c435d84db4b1e2 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Tue, 27 May 2025 10:10:43 -0400
Subject: [PATCH 13/27] improvements to error handling

---
 apps/website/app/utils/supabase/dbUtils.ts | 97 ++++++++++++++--------
 1 file changed, 64 insertions(+), 33 deletions(-)

diff --git a/apps/website/app/utils/supabase/dbUtils.ts b/apps/website/app/utils/supabase/dbUtils.ts
index 7e3a3aff0..5985b3de0 100644
--- a/apps/website/app/utils/supabase/dbUtils.ts
+++ b/apps/website/app/utils/supabase/dbUtils.ts
@@ -13,6 +13,28 @@ export const known_embedding_tables: {
   },
 };
 
+const unique_key_re = /^Key \(([^\)]+)\)=\(([\^\)]+)\) already exists\.$/;
+const unique_index_re =
+  /duplicate key value violates unique constraint "(\w+)"/;
+const foreign_key_re = /Keys? \(([^\)]+)\)=\(([^\)]+)\) (is|are) not present in table ("?\w+"?)./;
+const foreign_constraint_re = /insert or update on table ("?\w+"?) violates foreign key constraint ("?\w+"?)/;
+
+// const known_unique_keys: {
+//   [key in keyof Database["public"]["Tables"]]: string[][]; // It should be keyof Tables<key>[][]
+// } = {
+//   Agent: [["id"]],
+//   Account: [["platform_id", "account_local_id"], ["id"]],
+//   AutomatedAgent: [["name", "version"], ["id"]],
+//   Person: [["email"], ["orcid"], ["id"]],
+//   Concept: [["space_id", "name"], ["id"]],
+//   Document: [["space_id", "source_local_id"], ["url"], ["id"]],
+//   Content: [["space_id", "source_local_id"], ["id"]],
+//   Platform: [["url"], ["id"]],
+//   Space: [["url"], ["id"]],
+//   ContentEmbedding_openai_text_embedding_3_small_1536: [["target_id"]],
+//   concept_contributors: [[""]],
+// };
+
 export type GetOrCreateEntityResult<T> = {
   entity: T | null;
   error: string | null;
@@ -27,10 +49,8 @@ export type GetOrCreateEntityResult<T> = {
  *
  * @param supabase Supabase client instance.
  * @param tableName The name of the table.
- * @param selectQuery The select string, e.g., "id, name, url".
- * @param matchCriteria An object representing the WHERE clause for lookup, e.g., { url: "some-url" }.
- * @param insertData Data to insert if the entity is not found.
- * @param entityName A friendly name for the entity, used in logging and error messages.
+ * @param insertData Data to upsert
+ * @param uniqueOn The expected uniqueOn key.
  * @returns Promise<GetOrCreateEntityResult<T>>
  */
 export const getOrCreateEntity = async <
@@ -61,36 +81,38 @@ export const getOrCreateEntity = async <
 
   if (insertError) {
     console.error(`Error inserting new ${tableName}:`, insertData, insertError);
-    // Handle race condition: unique constraint violation (PostgreSQL error code '23505')
     if (insertError.code === "23505") {
-      // It could well be another unique constraint
-      // TODO: Can I identify the unique key constraint to do a fetch?
+      // Handle race condition: unique constraint violation (PostgreSQL error code '23505')
       console.warn(
-        `Unique constraint violation on ${tableName} insert using ${uniqueOn}.\nError is ${insertError.message}.\n Attempting to re-fetch.`,
+        `Unique constraint violation on ${tableName} insert using ${uniqueOn}.\nError is ${insertError.message}.`,
       );
-      let reFetchQueryBuilder = supabase.from(tableName).select();
-      if (uniqueOn !== undefined) {
-        for (let i = 0; i < uniqueOn.length; i++) {
-          const key: keyof TablesInsert<TableName> = uniqueOn[i]!;
-          reFetchQueryBuilder = reFetchQueryBuilder.eq(
-            key as string,
-            insertData[key] as any, // TS gets confused here?
-          );
-        }
-      } else if (false) {
-        // TODO: Another case is when we were given the primary key.
-        // But we have to compute the primary key for that. Punting.
-      } else {
-        // Likely another unique constraint
-        // TODO: have to decode from insertError message
+      const dup_key_data = unique_key_re.exec(insertError.hint);
+      if (dup_key_data !== null && dup_key_data.length > 1)
+        uniqueOn = dup_key_data[1]!
+          .split(",")
+          .map((x) => x.trim()) as (keyof TablesInsert<TableName>)[];
+      if (!uniqueOn || uniqueOn.length === 0) {
+        const idx_data = unique_index_re.exec(insertError.message);
         return {
           entity: null,
-          error: "Could not decide what to refetch on",
+          error:
+            idx_data === null
+              ? "Could not identify the keys or index of the unique constraint"
+              : `Could not identify the keys of the unique key index ${idx_data[1]}`,
           details: insertError.message,
           created: false,
           status: 400,
         };
       }
+      console.warn(`Attempting to re-fetch using ${uniqueOn.join(", ")}`);
+      let reFetchQueryBuilder = supabase.from(tableName).select();
+      for (let i = 0; i < uniqueOn.length; i++) {
+        const key: keyof TablesInsert<TableName> = uniqueOn[i]!;
+        reFetchQueryBuilder = reFetchQueryBuilder.eq(
+          key as string,
+          insertData[key] as any, // TS gets confused here?
+        );
+      }
       const { data: reFetchedEntity, error: reFetchError } =
         await reFetchQueryBuilder.maybeSingle<Tables<TableName>>();
 
@@ -111,34 +133,43 @@ export const getOrCreateEntity = async <
         console.log(`Found ${tableName} on re-fetch:`, reFetchedEntity);
         return {
           entity: reFetchedEntity,
-          error: null,
+          error: "Upsert failed because of cnflict with this entity",
           created: false,
-          status: 200, // Successfully fetched, though not created by this call.
+          status: 400,
         };
       }
       return {
         entity: null,
         error: `Unique constraint violation on ${tableName} insert, and re-fetch failed to find the entity.`,
-        details: insertError.message, // Original insert error
+        details: insertError.message,
         created: false,
         status: 409, // Conflict, and couldn't resolve by re-fetching
       };
     }
-
-    // Handle foreign key constraint violations (PostgreSQL error code '23503')
     if (insertError.code === "23503") {
+      // Handle foreign key constraint violations (PostgreSQL error code '23503')
+      const fkey_data = foreign_key_re.exec(insertError.hint);
+      const constraint_data = foreign_constraint_re.exec(insertError.message);
+      console.warn(
+        `Foreign violation on ${tableName}, constraint ${constraint_data ? [2]}, keys ${fkey_data ? [1]}`,
+      );
       return {
         entity: null,
-        error: `Invalid reference: A foreign key constraint was violated while creating ${tableName}.`,
-        details: insertError.message, // Specific FK details are in the message
+        error:
+          (fkey_data === null)
+            ? ((constraint_data === null)
+              ? "Could not identify the missing foreign key"
+              : `Foreign key constraint ${constraint_data[2]} violated`)
+            : `Foreign key ${fkey_data[1]} is missing value ${fkey_data[2]}`,
+        details: insertError.message,
         created: false,
-        status: 400, // Usually due to bad input ID
+        status: 400,
       };
     }
 
     return {
       entity: null,
-      error: `Database error while inserting ${tableName}.`,
+      error: `Database error ${insertError.code} while upserting in ${tableName}.`,
       details: insertError.message,
       created: false,
       status: 500,

From 11693ea0158109e8c38f824cb65542e50eb8cc55 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Tue, 27 May 2025 11:57:18 -0400
Subject: [PATCH 14/27] Use upsert in batches. Generalize error handling.

---
 .../app/api/supabase/insert/account/route.ts  |  19 -
 .../insert/content-embedding/batch/route.ts   |  18 +-
 .../insert/content-embedding/route.ts         |  21 --
 .../supabase/insert/content/batch/route.ts    |  14 +-
 .../app/api/supabase/insert/content/route.ts  |  47 ---
 .../app/api/supabase/insert/document/route.ts |  20 -
 .../app/api/supabase/insert/space/route.ts    |  18 -
 apps/website/app/utils/supabase/dbUtils.ts    | 352 ++++++++++--------
 8 files changed, 209 insertions(+), 300 deletions(-)

diff --git a/apps/website/app/api/supabase/insert/account/route.ts b/apps/website/app/api/supabase/insert/account/route.ts
index 6b6fe7fb4..709a998b4 100644
--- a/apps/website/app/api/supabase/insert/account/route.ts
+++ b/apps/website/app/api/supabase/insert/account/route.ts
@@ -58,25 +58,6 @@ const getOrCreateAccount = async (
     },
     uniqueOn: ["agent_id", "platform_id"],
   });
-
-  if (
-    result.error &&
-    result.details &&
-    result.status === 400 &&
-    result.details.includes("violates foreign key constraint")
-  ) {
-    if (result.details.includes("agent_id_fkey")) {
-      return {
-        ...result,
-        error: `Invalid agent_id: No Person record found for ID ${agent_id}.`,
-      };
-    } else if (result.details.includes("Account_platform_id_fkey")) {
-      return {
-        ...result,
-        error: `Invalid platform_id: No Platform record found for ID ${platform_id}.`,
-      };
-    }
-  }
   return result;
 };
 
diff --git a/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts b/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
index c3ef791aa..15a8e5878 100644
--- a/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
+++ b/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
@@ -49,7 +49,7 @@ const batchInsertEmbeddingsProcess = async (
 
   const globalResults: ApiOutputEmbeddingRecord[] = [];
   const partial_errors = [];
-  let created = true; // TODO: Maybe transmit from below
+  let created = false;
   for (const model_name of Object.keys(by_model)) {
     const embeddingItemsSet = by_model[model_name];
     const table_data = known_embedding_tables[model_name];
@@ -59,23 +59,23 @@ const batchInsertEmbeddingsProcess = async (
       "ContentEmbedding_openai_text_embedding_3_small_1536",
       ApiInputEmbeddingItem,
       ApiOutputEmbeddingRecord
-    >(
+    >({
       supabase,
-      embeddingItemsSet!,
-      table_data.table_name,
-      "*",
-      "ContentEmbedding",
-      inputProcessing,
-      outputProcessing,
-    );
+      items: embeddingItemsSet!,
+      tableName: table_data.table_name,
+      inputProcessor: inputProcessing,
+      outputProcessor: outputProcessing,
+    });
     if (results.error || results.data === undefined)
       return { ...results, data: undefined };
     globalResults.push(...results.data);
     if (results.partial_errors !== undefined)
       partial_errors.push(...results.partial_errors);
+    created = created || results.status === 201;
   }
   return {
     data: globalResults,
+    error: null,
     partial_errors,
     status: created ? 201 : 200,
   };
diff --git a/apps/website/app/api/supabase/insert/content-embedding/route.ts b/apps/website/app/api/supabase/insert/content-embedding/route.ts
index 66f7d98f4..63ef89e57 100644
--- a/apps/website/app/api/supabase/insert/content-embedding/route.ts
+++ b/apps/website/app/api/supabase/insert/content-embedding/route.ts
@@ -168,27 +168,6 @@ const processAndCreateEmbedding = async (
       },
     );
 
-  // getOrCreateEntity handles general foreign key constraints, but we can make the message more specific if needed
-  if (
-    result.error &&
-    result.details &&
-    result.status === 400 &&
-    result.details.includes("violates foreign key constraint")
-  ) {
-    if (
-      result.details
-        .toLowerCase()
-        .includes(`${table_name.toLowerCase()}_target_id_fkey`) ||
-      result.details.toLowerCase().includes("target_id")
-    ) {
-      return {
-        ...result,
-        entity: null,
-        error: `Invalid target_id: No Content record found for ID ${processedItem.target_id}.`,
-      };
-    }
-  }
-
   if (result.error || !result.entity) {
     return {
       ...result,
diff --git a/apps/website/app/api/supabase/insert/content/batch/route.ts b/apps/website/app/api/supabase/insert/content/batch/route.ts
index 8885918ae..170428157 100644
--- a/apps/website/app/api/supabase/insert/content/batch/route.ts
+++ b/apps/website/app/api/supabase/insert/content/batch/route.ts
@@ -19,15 +19,13 @@ const batchInsertContentProcess = async (
   supabase: Awaited<ReturnType<typeof createClient>>,
   contentItems: ContentDataInput[],
 ): Promise<BatchProcessResult<ContentRecord>> => {
-  return validateAndInsertBatch<"Content">(
+  return validateAndInsertBatch<"Content">({
     supabase,
-    contentItems,
-    "Content",
-    "*",
-    "Content",
-    inputValidation,
-    null,
-  );
+    tableName: "Content",
+    items: contentItems,
+    uniqueOn: ["space_id", "source_local_id"],
+    inputValidator: inputValidation,
+  });
 };
 
 export const POST = async (request: NextRequest): Promise<NextResponse> => {
diff --git a/apps/website/app/api/supabase/insert/content/route.ts b/apps/website/app/api/supabase/insert/content/route.ts
index dfe0c1557..2b2808303 100644
--- a/apps/website/app/api/supabase/insert/content/route.ts
+++ b/apps/website/app/api/supabase/insert/content/route.ts
@@ -84,53 +84,6 @@ const processAndUpsertContentEntry = async (
     uniqueOn: ["space_id", "source_local_id"],
   });
 
-  if (
-    result.error &&
-    result.details &&
-    result.status === 400 &&
-    result.details.includes("violates foreign key constraint")
-  ) {
-    const details = result.details.toLowerCase();
-    if (
-      details.includes("content_space_id_fkey") ||
-      details.includes("space_id")
-    ) {
-      // Be more general with FK name if it changes
-      return {
-        ...result,
-        error: `Invalid space_id: No Space record found for ID ${space_id}.`,
-      };
-    }
-    if (
-      details.includes("content_author_id_fkey") ||
-      details.includes("author_id")
-    ) {
-      return {
-        ...result,
-        error: `Invalid author_id: No Account record found for ID ${author_id}.`,
-      };
-    }
-    if (
-      document_id &&
-      (details.includes("content_document_id_fkey") ||
-        details.includes("document_id"))
-    ) {
-      return {
-        ...result,
-        error: `Invalid document_id: No Document record found for ID ${document_id}.`,
-      };
-    }
-    if (
-      part_of_id &&
-      (details.includes("content_part_of_id_fkey") ||
-        details.includes("part_of_id"))
-    ) {
-      return {
-        ...result,
-        error: `Invalid part_of_id: No Content record found for ID ${part_of_id}.`,
-      };
-    }
-  }
   return result;
 };
 
diff --git a/apps/website/app/api/supabase/insert/document/route.ts b/apps/website/app/api/supabase/insert/document/route.ts
index 27ea02ca6..f7b852220 100644
--- a/apps/website/app/api/supabase/insert/document/route.ts
+++ b/apps/website/app/api/supabase/insert/document/route.ts
@@ -38,26 +38,6 @@ const createDocument = async (
     uniqueOn: ["space_id", "source_local_id"],
   });
 
-  if (
-    result.error &&
-    result.details &&
-    result.status === 400 &&
-    result.details.includes("violates foreign key constraint")
-  ) {
-    if (result.details.includes("space_id_fkey")) {
-      return {
-        ...result,
-        error: `Invalid space_id: No Space record found for ID ${data.space_id}.`,
-      };
-    }
-    if (result.details.includes("author_id_fkey")) {
-      return {
-        ...result,
-        error: `Invalid author_id: No Account record found for ID ${data.author_id}.`,
-      };
-    }
-  }
-
   return result;
 };
 
diff --git a/apps/website/app/api/supabase/insert/space/route.ts b/apps/website/app/api/supabase/insert/space/route.ts
index a176a0958..8e9f76798 100644
--- a/apps/website/app/api/supabase/insert/space/route.ts
+++ b/apps/website/app/api/supabase/insert/space/route.ts
@@ -63,24 +63,6 @@ const processAndGetOrCreateSpace = async (
     uniqueOn: ["url"],
   });
 
-  // Custom handling for specific foreign key error related to platform_id
-  if (
-    result.error &&
-    result.details &&
-    result.status === 400 &&
-    result.details.includes("violates foreign key constraint")
-  ) {
-    if (
-      result.details.toLowerCase().includes("platform_id_fkey") ||
-      result.details.toLowerCase().includes("platform_id")
-    ) {
-      return {
-        ...result,
-        error: `Invalid platform_id: No Space record found for ID ${platform_id}.`,
-      };
-    }
-  }
-
   return result;
 };
 
diff --git a/apps/website/app/utils/supabase/dbUtils.ts b/apps/website/app/utils/supabase/dbUtils.ts
index 5985b3de0..09cf1d5a8 100644
--- a/apps/website/app/utils/supabase/dbUtils.ts
+++ b/apps/website/app/utils/supabase/dbUtils.ts
@@ -1,4 +1,4 @@
-import type { SupabaseClient } from "@supabase/supabase-js";
+import type { SupabaseClient, PostgrestError } from "@supabase/supabase-js";
 import { Database, Tables, TablesInsert } from "~/utils/supabase/types.gen";
 
 export const known_embedding_tables: {
@@ -16,8 +16,10 @@ export const known_embedding_tables: {
 const unique_key_re = /^Key \(([^\)]+)\)=\(([\^\)]+)\) already exists\.$/;
 const unique_index_re =
   /duplicate key value violates unique constraint "(\w+)"/;
-const foreign_key_re = /Keys? \(([^\)]+)\)=\(([^\)]+)\) (is|are) not present in table ("?\w+"?)./;
-const foreign_constraint_re = /insert or update on table ("?\w+"?) violates foreign key constraint ("?\w+"?)/;
+const foreign_key_re =
+  /Keys? \(([^\)]+)\)=\(([^\)]+)\) (is|are) not present in table ("?\w+"?)./;
+const foreign_constraint_re =
+  /insert or update on table ("?\w+"?) violates foreign key constraint ("?\w+"?)/;
 
 // const known_unique_keys: {
 //   [key in keyof Database["public"]["Tables"]]: string[][]; // It should be keyof Tables<key>[][]
@@ -35,14 +37,74 @@ const foreign_constraint_re = /insert or update on table ("?\w+"?) violates fore
 //   concept_contributors: [[""]],
 // };
 
-export type GetOrCreateEntityResult<T> = {
-  entity: T | null;
+export type BaseEntityResult = {
   error: string | null;
   details?: string; // For detailed error messages, e.g., from Supabase
-  created: boolean;
   status: number; // HTTP status code to suggest
 };
 
+const processSupabaseError = (
+  error: PostgrestError,
+  tableName: string,
+): BaseEntityResult => {
+  console.error(`Error inserting new ${tableName}:`, error);
+  if (error.code === "23505") {
+    // Handle race condition: unique constraint violation (PostgreSQL error code '23505')
+    console.warn(
+      `Unique constraint violation on ${tableName} insert .\nError is ${error.message}, ${error.hint}.`,
+    );
+    const dup_key_data = unique_key_re.exec(error.hint);
+    if (dup_key_data !== null && dup_key_data.length > 1) {
+      const uniqueOn = dup_key_data[1]!.split(",").map((x) => x.trim());
+      if (uniqueOn.length === 0) {
+        const idx_data = unique_index_re.exec(error.message);
+        return {
+          error:
+            idx_data === null
+              ? "Could not identify the keys or index of the unique constraint"
+              : `Could not identify the keys of the unique key index ${idx_data[1]}`,
+          details: error.message,
+          status: 400,
+        };
+      }
+    }
+    return {
+      error: `Unique constraint violation on ${tableName} insert, and re-fetch failed to find the entity.`,
+      details: error.message,
+      status: 409, // Conflict, and couldn't resolve by re-fetching
+    };
+  }
+  if (error.code === "23503") {
+    // Handle foreign key constraint violations (PostgreSQL error code '23503')
+    const fkey_data = foreign_key_re.exec(error.hint);
+    const constraint_data = foreign_constraint_re.exec(error.message);
+    console.warn(
+      `Foreign violation on ${tableName}, constraint ${constraint_data ? constraint_data[2] : "unknown"}, keys ${fkey_data ? fkey_data[1] : "unknown"}`,
+    );
+    return {
+      error:
+        fkey_data === null
+          ? constraint_data === null
+            ? "Could not identify the missing foreign key"
+            : `Foreign key constraint ${constraint_data[2]} violated`
+          : `Foreign key ${fkey_data[1]} is missing value ${fkey_data[2]}`,
+      details: error.message,
+      status: 400,
+    };
+  }
+
+  return {
+    error: `Database error ${error.code} while upserting in ${tableName}.`,
+    details: error.message,
+    status: 500,
+  };
+};
+
+export type GetOrCreateEntityResult<T> = BaseEntityResult & {
+  entity: T | null;
+  created: boolean;
+};
+
 /**
  * Generic function to get an entity or create it if it doesn't exist.
  * Handles common race conditions for unique constraint violations.
@@ -67,7 +129,7 @@ export const getOrCreateEntity = async <
   uniqueOn?: (keyof TablesInsert<TableName>)[]; // Uses pKey otherwise
 }): Promise<GetOrCreateEntityResult<Tables<TableName>>> => {
   const {
-    data: newEntity,
+    data: entity,
     error: insertError,
     status: status,
   } = await supabase
@@ -77,118 +139,68 @@ export const getOrCreateEntity = async <
       ignoreDuplicates: false,
       count: "estimated",
     })
-    .select();
+    .single()
+    .overrideTypes<Tables<TableName>>();
 
   if (insertError) {
-    console.error(`Error inserting new ${tableName}:`, insertData, insertError);
     if (insertError.code === "23505") {
       // Handle race condition: unique constraint violation (PostgreSQL error code '23505')
-      console.warn(
-        `Unique constraint violation on ${tableName} insert using ${uniqueOn}.\nError is ${insertError.message}.`,
-      );
       const dup_key_data = unique_key_re.exec(insertError.hint);
       if (dup_key_data !== null && dup_key_data.length > 1)
         uniqueOn = dup_key_data[1]!
           .split(",")
           .map((x) => x.trim()) as (keyof TablesInsert<TableName>)[];
-      if (!uniqueOn || uniqueOn.length === 0) {
-        const idx_data = unique_index_re.exec(insertError.message);
-        return {
-          entity: null,
-          error:
-            idx_data === null
-              ? "Could not identify the keys or index of the unique constraint"
-              : `Could not identify the keys of the unique key index ${idx_data[1]}`,
-          details: insertError.message,
-          created: false,
-          status: 400,
-        };
-      }
-      console.warn(`Attempting to re-fetch using ${uniqueOn.join(", ")}`);
-      let reFetchQueryBuilder = supabase.from(tableName).select();
-      for (let i = 0; i < uniqueOn.length; i++) {
-        const key: keyof TablesInsert<TableName> = uniqueOn[i]!;
-        reFetchQueryBuilder = reFetchQueryBuilder.eq(
-          key as string,
-          insertData[key] as any, // TS gets confused here?
-        );
-      }
-      const { data: reFetchedEntity, error: reFetchError } =
-        await reFetchQueryBuilder.maybeSingle<Tables<TableName>>();
+      if (uniqueOn && uniqueOn.length > 0) {
+        console.warn(`Attempting to re-fetch using ${uniqueOn.join(", ")}`);
+        let reFetchQueryBuilder = supabase.from(tableName).select();
+        for (let i = 0; i < uniqueOn.length; i++) {
+          const key: keyof TablesInsert<TableName> = uniqueOn[i]!;
+          reFetchQueryBuilder = reFetchQueryBuilder.eq(
+            key as string,
+            insertData[key] as any, // TS gets confused here?
+          );
+        }
+        const { data: reFetchedEntity, error: reFetchError } =
+          await reFetchQueryBuilder.maybeSingle<Tables<TableName>>();
 
-      if (reFetchError) {
-        console.error(
-          `Error re-fetching ${tableName} after unique constraint violation:`,
-          reFetchError,
-        );
+        if (reFetchError) {
+          console.error(
+            `Error re-fetching ${tableName} after unique constraint violation:`,
+            reFetchError,
+          );
+          return {
+            entity: null,
+            error: `Database error after unique constraint violation for ${tableName}.`,
+            details: reFetchError.message,
+            created: false,
+            status: 500,
+          };
+        }
+        if (reFetchedEntity) {
+          console.log(`Found ${tableName} on re-fetch:`, reFetchedEntity);
+          return {
+            entity: reFetchedEntity,
+            error: "Upsert failed because of conflict with this entity",
+            created: false,
+            status: 400,
+          };
+        }
         return {
           entity: null,
-          error: `Database error after unique constraint violation for ${tableName}.`,
-          details: reFetchError.message,
-          created: false,
-          status: 500,
-        };
-      }
-      if (reFetchedEntity) {
-        console.log(`Found ${tableName} on re-fetch:`, reFetchedEntity);
-        return {
-          entity: reFetchedEntity,
-          error: "Upsert failed because of cnflict with this entity",
+          error: `Unique constraint violation on ${tableName} insert, and re-fetch failed to find the entity.`,
+          details: insertError.message,
           created: false,
-          status: 400,
+          status: 409, // Conflict, and couldn't resolve by re-fetching
         };
       }
-      return {
-        entity: null,
-        error: `Unique constraint violation on ${tableName} insert, and re-fetch failed to find the entity.`,
-        details: insertError.message,
-        created: false,
-        status: 409, // Conflict, and couldn't resolve by re-fetching
-      };
-    }
-    if (insertError.code === "23503") {
-      // Handle foreign key constraint violations (PostgreSQL error code '23503')
-      const fkey_data = foreign_key_re.exec(insertError.hint);
-      const constraint_data = foreign_constraint_re.exec(insertError.message);
-      console.warn(
-        `Foreign violation on ${tableName}, constraint ${constraint_data ? [2]}, keys ${fkey_data ? [1]}`,
-      );
-      return {
-        entity: null,
-        error:
-          (fkey_data === null)
-            ? ((constraint_data === null)
-              ? "Could not identify the missing foreign key"
-              : `Foreign key constraint ${constraint_data[2]} violated`)
-            : `Foreign key ${fkey_data[1]} is missing value ${fkey_data[2]}`,
-        details: insertError.message,
-        created: false,
-        status: 400,
-      };
     }
 
     return {
       entity: null,
-      error: `Database error ${insertError.code} while upserting in ${tableName}.`,
-      details: insertError.message,
       created: false,
-      status: 500,
+      ...processSupabaseError(insertError, tableName),
     };
-  } else if (newEntity) {
-    const entityT = newEntity as Tables<TableName> | Tables<TableName>[] | null;
-    let entity: Tables<TableName> | null = null;
-    if (Array.isArray(entityT)) {
-      if (entityT.length > 0) entity = entityT[0]!;
-      else
-        return {
-          entity: null,
-          error: `Got an empty array from the upsert`,
-          created: false,
-          status: 500,
-        };
-    } else {
-      entity = entityT;
-    }
+  } else if (entity) {
     console.log(`Created new ${tableName}:`, entity);
     return {
       entity,
@@ -224,76 +236,96 @@ export type ItemProcessor<TInput, TProcessed> = (item: TInput) => {
 
 export type ItemValidator<T> = (item: T) => string | null;
 
-export type BatchProcessResult<TRecord> = {
+export type BatchProcessResult<TRecord> = BaseEntityResult & {
   data?: TRecord[];
-  error?: string;
-  details?: string; // For DB error details
   partial_errors?: { index: number; error: string }[];
-  status: number; // HTTP status to suggest
 };
 
 export const InsertValidatedBatch = async <
   TableName extends keyof Database["public"]["Tables"],
->(
-  supabase: SupabaseClient<Database, "public", Database["public"]>,
-  items: TablesInsert<TableName>[],
-  tableName: keyof Database["public"]["Tables"],
-  selectQuery: string, // e.g., "id, field1, field2" or "*"
-  entityName: string = tableName, // For logging
-): Promise<BatchProcessResult<Tables<TableName>>> => {
-  const { data: newRecords, error: insertError } = await supabase
+>({
+  supabase,
+  tableName,
+  items,
+  uniqueOn = undefined,
+}: {
+  supabase: SupabaseClient<Database, "public", Database["public"]>;
+  tableName: keyof Database["public"]["Tables"];
+  items: TablesInsert<TableName>[];
+  uniqueOn?: (keyof TablesInsert<TableName>)[]; // Uses pKey otherwise
+}): Promise<BatchProcessResult<Tables<TableName>>> => {
+  const {
+    data: rawData,
+    error: insertError,
+    status,
+  } = await supabase
     .from(tableName)
-    .insert(items)
-    .select(selectQuery); // Use the provided select query
+    .upsert(items, {
+      onConflict: uniqueOn === undefined ? undefined : uniqueOn.join(","),
+      ignoreDuplicates: false,
+      count: "estimated",
+    })
+    .select()
+    .overrideTypes<Tables<TableName>>();
+
+  const data = (rawData || []) as Tables<TableName>[]; // TS gets confused here
 
   if (insertError) {
-    console.error(`Error batch inserting ${entityName}:`, insertError);
+    return { data, ...processSupabaseError(insertError, tableName) };
+  }
+  if (rawData === null) {
+    console.error(`Null results while upserting ${tableName}:`, insertError);
     return {
-      error: `Database error during batch insert of ${entityName}.`,
-      details: insertError.message,
+      error: `Database error during batch insert of ${tableName}.`,
+      details: "Null results",
       status: 500,
     };
   }
 
-  const newRecordsTyped = newRecords as Tables<TableName>[];
-
-  if (!newRecordsTyped || newRecordsTyped.length !== items.length) {
+  if (data.length !== items.length) {
     console.warn(
-      `Batch insert ${entityName}: Mismatch between processed count (${items.length}) and DB returned count (${newRecordsTyped?.length || 0}).`,
+      `Batch insert ${tableName}: Mismatch between processed count (${items.length}) and DB returned count (${data?.length || 0}).`,
     );
     return {
-      error: `Batch insert of ${entityName} might have partially failed or returned unexpected data.`,
+      data,
+      error: `Batch insert of ${tableName} might have partially failed or returned unexpected data.`,
       status: 500, // Or a more specific error
     };
   }
 
   console.log(
-    `Successfully batch inserted ${newRecordsTyped.length} ${entityName} records.`,
+    `Successfully batch inserted ${data.length} ${tableName} records.`,
   );
-  return { data: newRecordsTyped, status: 201 };
+  return { data, status, error: null };
 };
 
 export const validateAndInsertBatch = async <
   TableName extends keyof Database["public"]["Tables"],
->(
-  supabase: SupabaseClient<Database, "public", Database["public"]>,
-  items: TablesInsert<TableName>[],
-  tableName: keyof Database["public"]["Tables"],
-  selectQuery: string, // e.g., "id, field1, field2" or "*"
-  entityName: string = tableName, // For logging
-  inputValidator: ItemValidator<TablesInsert<TableName>> | null,
-  outputValidator: ItemValidator<Tables<TableName>> | null,
-): Promise<BatchProcessResult<Tables<TableName>>> => {
+>({
+  supabase,
+  tableName,
+  items,
+  uniqueOn = undefined,
+  inputValidator = undefined,
+  outputValidator = undefined,
+}: {
+  supabase: SupabaseClient<Database, "public", Database["public"]>;
+  tableName: keyof Database["public"]["Tables"];
+  items: TablesInsert<TableName>[];
+  uniqueOn?: (keyof TablesInsert<TableName>)[]; // Uses pKey otherwise
+  inputValidator?: ItemValidator<TablesInsert<TableName>>;
+  outputValidator?: ItemValidator<Tables<TableName>>;
+}): Promise<BatchProcessResult<Tables<TableName>>> => {
   let validatedItems: TablesInsert<TableName>[] = [];
   const validationErrors: { index: number; error: string }[] = [];
   if (!Array.isArray(items) || items.length === 0) {
     return {
-      error: `Request body must be a non-empty array of ${entityName} items.`,
+      error: `Request body must be a non-empty array of ${tableName} items.`,
       status: 400,
     };
   }
 
-  if (inputValidator !== null) {
+  if (inputValidator !== undefined) {
     for (let i = 0; i < items.length; i++) {
       const item = items[i];
       if (!item) {
@@ -317,7 +349,7 @@ export const validateAndInsertBatch = async <
 
     if (validationErrors.length > 0) {
       return {
-        error: `Validation failed for one or more ${entityName} items.`,
+        error: `Validation failed for one or more ${tableName} items.`,
         partial_errors: validationErrors,
         status: 400,
       };
@@ -325,17 +357,16 @@ export const validateAndInsertBatch = async <
   } else {
     validatedItems = items;
   }
-  const result = await InsertValidatedBatch<TableName>(
+  const result = await InsertValidatedBatch<TableName>({
     supabase,
-    validatedItems,
     tableName,
-    selectQuery,
-    entityName,
-  );
+    items: validatedItems,
+    uniqueOn,
+  });
   if (result.error || !result.data) {
     return result;
   }
-  if (outputValidator !== null) {
+  if (outputValidator !== undefined) {
     const validatedResults: Tables<TableName>[] = [];
     for (let i = 0; i < result.data.length; i++) {
       const item = result.data[i];
@@ -360,7 +391,7 @@ export const validateAndInsertBatch = async <
 
     if (validationErrors.length > 0) {
       return {
-        error: `Validation failed for one or more ${entityName} results.`,
+        error: `Validation failed for one or more ${tableName} results.`,
         partial_errors: validationErrors,
         status: 500,
       };
@@ -373,20 +404,26 @@ export const processAndInsertBatch = async <
   TableName extends keyof Database["public"]["Tables"],
   InputType,
   OutputType,
->(
-  supabase: SupabaseClient<Database, "public", Database["public"]>,
-  items: InputType[],
-  tableName: keyof Database["public"]["Tables"],
-  selectQuery: string, // e.g., "id, field1, field2" or "*"
-  entityName: string = tableName, // For logging
-  inputProcessor: ItemProcessor<InputType, TablesInsert<TableName>>,
-  outputProcessor: ItemProcessor<Tables<TableName>, OutputType>,
-): Promise<BatchProcessResult<OutputType>> => {
+>({
+  supabase,
+  tableName,
+  items,
+  uniqueOn = undefined,
+  inputProcessor,
+  outputProcessor,
+}: {
+  supabase: SupabaseClient<Database, "public", Database["public"]>;
+  tableName: keyof Database["public"]["Tables"];
+  items: InputType[];
+  uniqueOn?: (keyof TablesInsert<TableName>)[]; // Uses pKey otherwise
+  inputProcessor: ItemProcessor<InputType, TablesInsert<TableName>>;
+  outputProcessor: ItemProcessor<Tables<TableName>, OutputType>;
+}): Promise<BatchProcessResult<OutputType>> => {
   let processedItems: TablesInsert<TableName>[] = [];
   const validationErrors: { index: number; error: string }[] = [];
   if (!Array.isArray(items) || items.length === 0) {
     return {
-      error: `Request body must be a non-empty array of ${entityName} items.`,
+      error: `Request body must be a non-empty array of ${tableName} items.`,
       status: 400,
     };
   }
@@ -414,18 +451,17 @@ export const processAndInsertBatch = async <
 
   if (validationErrors.length > 0) {
     return {
-      error: `Validation failed for one or more ${entityName} items.`,
+      error: `Validation failed for one or more ${tableName} items.`,
       partial_errors: validationErrors,
       status: 400,
     };
   }
-  const result = await InsertValidatedBatch<TableName>(
+  const result = await InsertValidatedBatch<TableName>({
     supabase,
-    processedItems,
     tableName,
-    selectQuery,
-    entityName,
-  );
+    items: processedItems,
+    uniqueOn,
+  });
   if (result.error || !result.data) {
     return { ...result, data: [] };
   }
@@ -453,7 +489,7 @@ export const processAndInsertBatch = async <
 
   if (validationErrors.length > 0) {
     return {
-      error: `Validation failed for one or more ${entityName} results.`,
+      error: `Validation failed for one or more ${tableName} results.`,
       partial_errors: validationErrors,
       status: 500,
     };

From 32d3fe6d72c6abf7e4109c1827e7f53f00bd91d8 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Tue, 27 May 2025 12:06:13 -0400
Subject: [PATCH 15/27] remove insert from route

---
 apps/website/app/api/supabase/{insert => }/account/route.ts | 2 +-
 .../supabase/{insert => }/content-embedding/batch/route.ts  | 4 ++--
 .../api/supabase/{insert => }/content-embedding/route.ts    | 6 +-----
 .../app/api/supabase/{insert => }/content/batch/route.ts    | 4 ++--
 apps/website/app/api/supabase/{insert => }/content/route.ts | 2 +-
 .../website/app/api/supabase/{insert => }/document/route.ts | 2 +-
 apps/website/app/api/supabase/{insert => }/person/route.ts  | 2 +-
 .../website/app/api/supabase/{insert => }/platform/route.ts | 2 +-
 apps/website/app/api/supabase/{insert => }/space/route.ts   | 2 +-
 9 files changed, 11 insertions(+), 15 deletions(-)
 rename apps/website/app/api/supabase/{insert => }/account/route.ts (97%)
 rename apps/website/app/api/supabase/{insert => }/content-embedding/batch/route.ts (98%)
 rename apps/website/app/api/supabase/{insert => }/content-embedding/route.ts (98%)
 rename apps/website/app/api/supabase/{insert => }/content/batch/route.ts (92%)
 rename apps/website/app/api/supabase/{insert => }/content/route.ts (97%)
 rename apps/website/app/api/supabase/{insert => }/document/route.ts (96%)
 rename apps/website/app/api/supabase/{insert => }/person/route.ts (97%)
 rename apps/website/app/api/supabase/{insert => }/platform/route.ts (96%)
 rename apps/website/app/api/supabase/{insert => }/space/route.ts (97%)

diff --git a/apps/website/app/api/supabase/insert/account/route.ts b/apps/website/app/api/supabase/account/route.ts
similarity index 97%
rename from apps/website/app/api/supabase/insert/account/route.ts
rename to apps/website/app/api/supabase/account/route.ts
index 709a998b4..f5455625a 100644
--- a/apps/website/app/api/supabase/insert/account/route.ts
+++ b/apps/website/app/api/supabase/account/route.ts
@@ -90,7 +90,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
       created: result.created,
     });
   } catch (e: unknown) {
-    return handleRouteError(request, e, "/api/supabase/insert/account");
+    return handleRouteError(request, e, "/api/supabase/account");
   }
 };
 
diff --git a/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts b/apps/website/app/api/supabase/content-embedding/batch/route.ts
similarity index 98%
rename from apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
rename to apps/website/app/api/supabase/content-embedding/batch/route.ts
index 15a8e5878..482db7aa7 100644
--- a/apps/website/app/api/supabase/insert/content-embedding/batch/route.ts
+++ b/apps/website/app/api/supabase/content-embedding/batch/route.ts
@@ -16,7 +16,7 @@ import {
   outputProcessing,
   type ApiInputEmbeddingItem,
   type ApiOutputEmbeddingRecord,
-} from "~/api/supabase/insert/content-embedding/route";
+} from "~/api/supabase/content-embedding/route";
 
 const batchInsertEmbeddingsProcess = async (
   supabase: Awaited<ReturnType<typeof createClient>>,
@@ -109,7 +109,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
     return handleRouteError(
       request,
       e,
-      `/api/supabase/insert/content-embedding/batch`,
+      `/api/supabase/content-embedding/batch`,
     );
   }
 };
diff --git a/apps/website/app/api/supabase/insert/content-embedding/route.ts b/apps/website/app/api/supabase/content-embedding/route.ts
similarity index 98%
rename from apps/website/app/api/supabase/insert/content-embedding/route.ts
rename to apps/website/app/api/supabase/content-embedding/route.ts
index 63ef89e57..72117eb8f 100644
--- a/apps/website/app/api/supabase/insert/content-embedding/route.ts
+++ b/apps/website/app/api/supabase/content-embedding/route.ts
@@ -204,11 +204,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
       created: result.created,
     });
   } catch (e: unknown) {
-    return handleRouteError(
-      request,
-      e,
-      `/api/supabase/insert/content-embedding`,
-    );
+    return handleRouteError(request, e, `/api/supabase/content-embedding`);
   }
 };
 
diff --git a/apps/website/app/api/supabase/insert/content/batch/route.ts b/apps/website/app/api/supabase/content/batch/route.ts
similarity index 92%
rename from apps/website/app/api/supabase/insert/content/batch/route.ts
rename to apps/website/app/api/supabase/content/batch/route.ts
index 170428157..3744af2a9 100644
--- a/apps/website/app/api/supabase/insert/content/batch/route.ts
+++ b/apps/website/app/api/supabase/content/batch/route.ts
@@ -13,7 +13,7 @@ import {
   inputValidation,
   type ContentDataInput,
   type ContentRecord,
-} from "~/api/supabase/insert/content/route";
+} from "~/api/supabase/content/route";
 
 const batchInsertContentProcess = async (
   supabase: Awaited<ReturnType<typeof createClient>>,
@@ -53,7 +53,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
       created: result.status === 201,
     });
   } catch (e: unknown) {
-    return handleRouteError(request, e, "/api/supabase/insert/content/batch");
+    return handleRouteError(request, e, "/api/supabase/content/batch");
   }
 };
 
diff --git a/apps/website/app/api/supabase/insert/content/route.ts b/apps/website/app/api/supabase/content/route.ts
similarity index 97%
rename from apps/website/app/api/supabase/insert/content/route.ts
rename to apps/website/app/api/supabase/content/route.ts
index 2b2808303..c6f34146d 100644
--- a/apps/website/app/api/supabase/insert/content/route.ts
+++ b/apps/website/app/api/supabase/content/route.ts
@@ -102,7 +102,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
       created: result.created,
     });
   } catch (e: unknown) {
-    return handleRouteError(request, e, "/api/supabase/insert/content");
+    return handleRouteError(request, e, "/api/supabase/content");
   }
 };
 
diff --git a/apps/website/app/api/supabase/insert/document/route.ts b/apps/website/app/api/supabase/document/route.ts
similarity index 96%
rename from apps/website/app/api/supabase/insert/document/route.ts
rename to apps/website/app/api/supabase/document/route.ts
index f7b852220..733773c33 100644
--- a/apps/website/app/api/supabase/insert/document/route.ts
+++ b/apps/website/app/api/supabase/document/route.ts
@@ -63,7 +63,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
       created: result.created,
     });
   } catch (e: unknown) {
-    return handleRouteError(request, e, "/api/supabase/insert/document");
+    return handleRouteError(request, e, "/api/supabase/document");
   }
 };
 
diff --git a/apps/website/app/api/supabase/insert/person/route.ts b/apps/website/app/api/supabase/person/route.ts
similarity index 97%
rename from apps/website/app/api/supabase/insert/person/route.ts
rename to apps/website/app/api/supabase/person/route.ts
index 9517fb840..2db5b4d80 100644
--- a/apps/website/app/api/supabase/insert/person/route.ts
+++ b/apps/website/app/api/supabase/person/route.ts
@@ -90,7 +90,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
       status: overallStatus,
     });
   } catch (e: unknown) {
-    return handleRouteError(request, e, "/api/supabase/insert/person");
+    return handleRouteError(request, e, "/api/supabase/person");
   }
 };
 
diff --git a/apps/website/app/api/supabase/insert/platform/route.ts b/apps/website/app/api/supabase/platform/route.ts
similarity index 96%
rename from apps/website/app/api/supabase/insert/platform/route.ts
rename to apps/website/app/api/supabase/platform/route.ts
index 79068578e..134bd9e44 100644
--- a/apps/website/app/api/supabase/insert/platform/route.ts
+++ b/apps/website/app/api/supabase/platform/route.ts
@@ -80,7 +80,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
       created: result.created,
     });
   } catch (e: unknown) {
-    return handleRouteError(request, e, "/api/supabase/insert/platform");
+    return handleRouteError(request, e, "/api/supabase/platform");
   }
 };
 
diff --git a/apps/website/app/api/supabase/insert/space/route.ts b/apps/website/app/api/supabase/space/route.ts
similarity index 97%
rename from apps/website/app/api/supabase/insert/space/route.ts
rename to apps/website/app/api/supabase/space/route.ts
index 8e9f76798..deeb094cb 100644
--- a/apps/website/app/api/supabase/insert/space/route.ts
+++ b/apps/website/app/api/supabase/space/route.ts
@@ -82,7 +82,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
       created: result.created,
     });
   } catch (e: unknown) {
-    return handleRouteError(request, e, "/api/supabase/insert/space");
+    return handleRouteError(request, e, "/api/supabase/space");
   }
 };
 

From ac761cb6d46d0529baf1a707ba52e1c9d4c107a2 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Tue, 27 May 2025 12:49:08 -0400
Subject: [PATCH 16/27] Getters and deleters

---
 apps/website/app/api/supabase/account/[id].ts | 11 +++
 .../supabase/content-embedding/[target_id].ts | 16 ++++
 apps/website/app/api/supabase/content/[id].ts | 11 +++
 .../website/app/api/supabase/document/[id].ts | 11 +++
 .../app/api/supabase/document/route.ts        |  3 +
 apps/website/app/api/supabase/person/[id].ts  | 11 +++
 .../website/app/api/supabase/platform/[id].ts | 11 +++
 apps/website/app/api/supabase/space/[id].ts   | 11 +++
 apps/website/app/utils/supabase/apiUtils.ts   | 85 +++++++++++++++++++
 9 files changed, 170 insertions(+)
 create mode 100644 apps/website/app/api/supabase/account/[id].ts
 create mode 100644 apps/website/app/api/supabase/content-embedding/[target_id].ts
 create mode 100644 apps/website/app/api/supabase/content/[id].ts
 create mode 100644 apps/website/app/api/supabase/document/[id].ts
 create mode 100644 apps/website/app/api/supabase/person/[id].ts
 create mode 100644 apps/website/app/api/supabase/platform/[id].ts
 create mode 100644 apps/website/app/api/supabase/space/[id].ts

diff --git a/apps/website/app/api/supabase/account/[id].ts b/apps/website/app/api/supabase/account/[id].ts
new file mode 100644
index 000000000..8983502fe
--- /dev/null
+++ b/apps/website/app/api/supabase/account/[id].ts
@@ -0,0 +1,11 @@
+import {
+  defaultOptionsHandler,
+  defaultGetHandler,
+  defaultDeleteHandler,
+} from "~/utils/supabase/apiUtils";
+
+export const GET = defaultGetHandler;
+
+export const OPTIONS = defaultOptionsHandler;
+
+export const DELETE = defaultDeleteHandler;
diff --git a/apps/website/app/api/supabase/content-embedding/[target_id].ts b/apps/website/app/api/supabase/content-embedding/[target_id].ts
new file mode 100644
index 000000000..b1dc1c27f
--- /dev/null
+++ b/apps/website/app/api/supabase/content-embedding/[target_id].ts
@@ -0,0 +1,16 @@
+import { NextRequest } from "next/server";
+import {
+  defaultOptionsHandler,
+  defaultGetHandler,
+  defaultDeleteHandler,
+} from "~/utils/supabase/apiUtils";
+
+export const GET = async (r: NextRequest) => {
+  return await defaultGetHandler(r, "target_id");
+};
+
+export const DELETE = async (r: NextRequest) => {
+  return await defaultDeleteHandler(r, "target_id");
+};
+
+export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/api/supabase/content/[id].ts b/apps/website/app/api/supabase/content/[id].ts
new file mode 100644
index 000000000..8983502fe
--- /dev/null
+++ b/apps/website/app/api/supabase/content/[id].ts
@@ -0,0 +1,11 @@
+import {
+  defaultOptionsHandler,
+  defaultGetHandler,
+  defaultDeleteHandler,
+} from "~/utils/supabase/apiUtils";
+
+export const GET = defaultGetHandler;
+
+export const OPTIONS = defaultOptionsHandler;
+
+export const DELETE = defaultDeleteHandler;
diff --git a/apps/website/app/api/supabase/document/[id].ts b/apps/website/app/api/supabase/document/[id].ts
new file mode 100644
index 000000000..8983502fe
--- /dev/null
+++ b/apps/website/app/api/supabase/document/[id].ts
@@ -0,0 +1,11 @@
+import {
+  defaultOptionsHandler,
+  defaultGetHandler,
+  defaultDeleteHandler,
+} from "~/utils/supabase/apiUtils";
+
+export const GET = defaultGetHandler;
+
+export const OPTIONS = defaultOptionsHandler;
+
+export const DELETE = defaultDeleteHandler;
diff --git a/apps/website/app/api/supabase/document/route.ts b/apps/website/app/api/supabase/document/route.ts
index 733773c33..668685d27 100644
--- a/apps/website/app/api/supabase/document/route.ts
+++ b/apps/website/app/api/supabase/document/route.ts
@@ -35,6 +35,9 @@ const createDocument = async (
     supabase,
     tableName: "Document",
     insertData: data,
+    // Note: This is a temporary assumption
+    // we'll want to have a in-space route with this,
+    // and an out-of-space context with url.
     uniqueOn: ["space_id", "source_local_id"],
   });
 
diff --git a/apps/website/app/api/supabase/person/[id].ts b/apps/website/app/api/supabase/person/[id].ts
new file mode 100644
index 000000000..8983502fe
--- /dev/null
+++ b/apps/website/app/api/supabase/person/[id].ts
@@ -0,0 +1,11 @@
+import {
+  defaultOptionsHandler,
+  defaultGetHandler,
+  defaultDeleteHandler,
+} from "~/utils/supabase/apiUtils";
+
+export const GET = defaultGetHandler;
+
+export const OPTIONS = defaultOptionsHandler;
+
+export const DELETE = defaultDeleteHandler;
diff --git a/apps/website/app/api/supabase/platform/[id].ts b/apps/website/app/api/supabase/platform/[id].ts
new file mode 100644
index 000000000..8983502fe
--- /dev/null
+++ b/apps/website/app/api/supabase/platform/[id].ts
@@ -0,0 +1,11 @@
+import {
+  defaultOptionsHandler,
+  defaultGetHandler,
+  defaultDeleteHandler,
+} from "~/utils/supabase/apiUtils";
+
+export const GET = defaultGetHandler;
+
+export const OPTIONS = defaultOptionsHandler;
+
+export const DELETE = defaultDeleteHandler;
diff --git a/apps/website/app/api/supabase/space/[id].ts b/apps/website/app/api/supabase/space/[id].ts
new file mode 100644
index 000000000..8983502fe
--- /dev/null
+++ b/apps/website/app/api/supabase/space/[id].ts
@@ -0,0 +1,11 @@
+import {
+  defaultOptionsHandler,
+  defaultGetHandler,
+  defaultDeleteHandler,
+} from "~/utils/supabase/apiUtils";
+
+export const GET = defaultGetHandler;
+
+export const OPTIONS = defaultOptionsHandler;
+
+export const DELETE = defaultDeleteHandler;
diff --git a/apps/website/app/utils/supabase/apiUtils.ts b/apps/website/app/utils/supabase/apiUtils.ts
index 16edba3b1..a7eb2e037 100644
--- a/apps/website/app/utils/supabase/apiUtils.ts
+++ b/apps/website/app/utils/supabase/apiUtils.ts
@@ -1,4 +1,6 @@
 import { NextResponse, NextRequest } from "next/server";
+import { useRouter } from "next/router";
+import { createClient } from "~/utils/supabase/server";
 import cors from "~/utils/llm/cors";
 
 /**
@@ -85,3 +87,86 @@ export const defaultOptionsHandler = async (
   const response = new NextResponse(null, { status: 204 });
   return cors(request, response) as NextResponse;
 };
+
+/**
+ * Default GET handler for CORS preflight requests.
+ */
+export const defaultGetHandler = async (
+  request: NextRequest,
+  pk: string = "id",
+): Promise<NextResponse> => {
+  const supabase = await createClient();
+  const router = useRouter();
+  const idS = router.query[pk];
+  let id: number;
+  try {
+    id = Number.parseInt((Array.isArray(idS) ? idS[0] : idS) || "error");
+  } catch (error) {
+    return createApiResponse(request, {
+      error: `${pk} is not a number`,
+      status: 400,
+    });
+  }
+
+  const { data, error, status } = await supabase
+    .from("Person")
+    .select()
+    .eq(pk, id)
+    .maybeSingle();
+  if (error) {
+    return createApiResponse(request, {
+      error: error.message,
+      status,
+    });
+  }
+  if (status == 404) {
+    return createApiResponse(request, {
+      error: "Not found",
+      status,
+    });
+  }
+
+  return createApiResponse(request, {
+    data,
+    status,
+  });
+};
+
+/**
+ * Default DELETE handler for CORS preflight requests.
+ */
+export const defaultDeleteHandler = async (
+  request: NextRequest,
+  pk: string = "id",
+): Promise<NextResponse> => {
+  const supabase = await createClient();
+  const router = useRouter();
+  const idS = router.query[pk];
+  let id: number;
+  try {
+    id = Number.parseInt((Array.isArray(idS) ? idS[0] : idS) || "error");
+  } catch (error) {
+    return createApiResponse(request, {
+      error: `${pk} is not a number`,
+      status: 400,
+    });
+  }
+
+  const { error, status } = await supabase.from("Person").delete().eq(pk, id);
+  if (error) {
+    return createApiResponse(request, {
+      error: error.message,
+      status,
+    });
+  }
+  if (status == 404) {
+    return createApiResponse(request, {
+      error: "Not found",
+      status,
+    });
+  }
+
+  return createApiResponse(request, {
+    status,
+  });
+};

From 916c35816c1488e1a8fecd7fd59ca084982609b3 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Tue, 27 May 2025 13:34:27 -0400
Subject: [PATCH 17/27] repair vercel

---
 .../api/supabase/content-embedding/[id].ts    |  17 ++
 .../supabase/content-embedding/[target_id].ts |  16 --
 .../supabase/content-embedding/batch/route.ts |  15 +-
 .../api/supabase/content-embedding/route.ts   | 117 +------------
 .../app/api/supabase/content/batch/route.ts   |   6 +-
 .../website/app/api/supabase/content/route.ts |  50 +-----
 apps/website/app/utils/supabase/apiUtils.ts   |  28 +--
 apps/website/app/utils/supabase/validators.ts | 160 ++++++++++++++++++
 8 files changed, 214 insertions(+), 195 deletions(-)
 create mode 100644 apps/website/app/api/supabase/content-embedding/[id].ts
 delete mode 100644 apps/website/app/api/supabase/content-embedding/[target_id].ts
 create mode 100644 apps/website/app/utils/supabase/validators.ts

diff --git a/apps/website/app/api/supabase/content-embedding/[id].ts b/apps/website/app/api/supabase/content-embedding/[id].ts
new file mode 100644
index 000000000..4cbff1701
--- /dev/null
+++ b/apps/website/app/api/supabase/content-embedding/[id].ts
@@ -0,0 +1,17 @@
+import { NextRequest } from "next/server";
+import {
+  defaultOptionsHandler,
+  defaultGetHandler,
+  defaultDeleteHandler,
+  type SegmentDataType,
+} from "~/utils/supabase/apiUtils";
+
+export const GET = async (r: NextRequest, sp: SegmentDataType) => {
+  return await defaultGetHandler(r, sp, "target_id");
+};
+
+export const DELETE = async (r: NextRequest, sp: SegmentDataType) => {
+  return await defaultDeleteHandler(r, sp, "target_id");
+};
+
+export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/api/supabase/content-embedding/[target_id].ts b/apps/website/app/api/supabase/content-embedding/[target_id].ts
deleted file mode 100644
index b1dc1c27f..000000000
--- a/apps/website/app/api/supabase/content-embedding/[target_id].ts
+++ /dev/null
@@ -1,16 +0,0 @@
-import { NextRequest } from "next/server";
-import {
-  defaultOptionsHandler,
-  defaultGetHandler,
-  defaultDeleteHandler,
-} from "~/utils/supabase/apiUtils";
-
-export const GET = async (r: NextRequest) => {
-  return await defaultGetHandler(r, "target_id");
-};
-
-export const DELETE = async (r: NextRequest) => {
-  return await defaultDeleteHandler(r, "target_id");
-};
-
-export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/api/supabase/content-embedding/batch/route.ts b/apps/website/app/api/supabase/content-embedding/batch/route.ts
index 482db7aa7..1034f04e8 100644
--- a/apps/website/app/api/supabase/content-embedding/batch/route.ts
+++ b/apps/website/app/api/supabase/content-embedding/batch/route.ts
@@ -10,13 +10,12 @@ import {
   BatchProcessResult,
   known_embedding_tables,
 } from "~/utils/supabase/dbUtils";
-
 import {
-  inputProcessing,
-  outputProcessing,
-  type ApiInputEmbeddingItem,
-  type ApiOutputEmbeddingRecord,
-} from "~/api/supabase/content-embedding/route";
+  ApiInputEmbeddingItem,
+  ApiOutputEmbeddingRecord,
+  embeddingInputProcessing,
+  embeddingOutputProcessing,
+} from "~/utils/supabase/validators";
 
 const batchInsertEmbeddingsProcess = async (
   supabase: Awaited<ReturnType<typeof createClient>>,
@@ -63,8 +62,8 @@ const batchInsertEmbeddingsProcess = async (
       supabase,
       items: embeddingItemsSet!,
       tableName: table_data.table_name,
-      inputProcessor: inputProcessing,
-      outputProcessor: outputProcessing,
+      inputProcessor: embeddingInputProcessing,
+      outputProcessor: embeddingOutputProcessing,
     });
     if (results.error || results.data === undefined)
       return { ...results, data: undefined };
diff --git a/apps/website/app/api/supabase/content-embedding/route.ts b/apps/website/app/api/supabase/content-embedding/route.ts
index 72117eb8f..5e3e1df6b 100644
--- a/apps/website/app/api/supabase/content-embedding/route.ts
+++ b/apps/website/app/api/supabase/content-embedding/route.ts
@@ -13,6 +13,12 @@ import {
   ItemValidator,
 } from "~/utils/supabase/dbUtils";
 import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
+import {
+  ApiInputEmbeddingItem,
+  ApiOutputEmbeddingRecord,
+  embeddingInputProcessing,
+  embeddingOutputProcessing,
+} from "~/utils/supabase/validators";
 
 // Use the first known ContentEmbedding table for type checking, as they have the same structure
 export type ContentEmbeddingDataInput =
@@ -20,118 +26,11 @@ export type ContentEmbeddingDataInput =
 export type ContentEmbeddingRecord =
   Tables<"ContentEmbedding_openai_text_embedding_3_small_1536">;
 
-export type ApiInputEmbeddingItem = Omit<
-  ContentEmbeddingDataInput,
-  "vector"
-> & {
-  vector: number[];
-};
-
-export type ApiOutputEmbeddingRecord = Omit<
-  ContentEmbeddingRecord,
-  "vector"
-> & {
-  vector: number[];
-};
-
-export const inputValidation: ItemValidator<ApiInputEmbeddingItem> = (data) => {
-  if (!data || typeof data !== "object")
-    return "Invalid request body: expected a JSON object.";
-  const { target_id, model, vector } = data;
-
-  if (
-    target_id === undefined ||
-    target_id === null ||
-    typeof target_id !== "number"
-  ) {
-    return "Missing or invalid target_id.";
-  }
-  if (
-    !model ||
-    typeof model !== "string" ||
-    known_embedding_tables[model] == undefined
-  ) {
-    return "Missing or invalid model name.";
-  }
-  const { table_size } = known_embedding_tables[model];
-
-  if (
-    !vector ||
-    !Array.isArray(vector) ||
-    !vector.every((v) => typeof v === "number")
-  ) {
-    return "Missing or invalid vector. Must be an array of numbers.";
-  }
-  if (vector.length != table_size) {
-    return `Invalid vector length. Expected ${table_size}, got ${vector.length}.`;
-  }
-  if (data.obsolete !== undefined && typeof data.obsolete !== "boolean") {
-    return "Invalid type for obsolete. Must be a boolean.";
-  }
-  return null;
-};
-
-export const inputProcessing: ItemProcessor<
-  ApiInputEmbeddingItem,
-  ContentEmbeddingDataInput
-> = (data) => {
-  const error = inputValidation(data);
-  if (error) {
-    return { valid: false, error };
-  }
-  return {
-    valid: true,
-    data: { ...data, vector: JSON.stringify(data.vector) },
-  };
-};
-
-export const outputValidation: ItemValidator<ApiOutputEmbeddingRecord> = (
-  data,
-) => {
-  const { model, vector } = data;
-  if (
-    !model ||
-    typeof model !== "string" ||
-    known_embedding_tables[model] == undefined
-  ) {
-    return "Missing or invalid model name.";
-  }
-
-  const { table_size } = known_embedding_tables[model];
-
-  if (vector.length != table_size) {
-    return `Invalid vector length. Expected ${table_size}, got ${vector.length}.`;
-  }
-  return null;
-};
-
-export const outputProcessing: ItemProcessor<
-  ContentEmbeddingRecord,
-  ApiOutputEmbeddingRecord
-> = (data) => {
-  try {
-    const processedData = { ...data, vector: JSON.parse(data.vector) };
-    const error = outputValidation(processedData);
-    if (error) {
-      return { valid: false, error };
-    }
-    return {
-      valid: true,
-      data: processedData,
-    };
-  } catch (error) {
-    if (error instanceof SyntaxError) {
-      return { valid: false, error: error.message };
-    }
-    throw error;
-  }
-};
-
 const processAndCreateEmbedding = async (
   supabasePromise: ReturnType<typeof createClient>,
   data: ApiInputEmbeddingItem,
 ): Promise<GetOrCreateEntityResult<ApiOutputEmbeddingRecord>> => {
-  const { valid, error, processedItem } = inputProcessing(data);
+  const { valid, error, processedItem } = embeddingInputProcessing(data);
   if (
     !valid ||
     processedItem === undefined ||
@@ -175,7 +74,7 @@ const processAndCreateEmbedding = async (
     };
   }
 
-  const processedResult = outputProcessing(result.entity);
+  const processedResult = embeddingOutputProcessing(result.entity);
   if (!processedResult.valid || !processedResult.processedItem)
     return {
       ...result,
diff --git a/apps/website/app/api/supabase/content/batch/route.ts b/apps/website/app/api/supabase/content/batch/route.ts
index 3744af2a9..6bd3f5a46 100644
--- a/apps/website/app/api/supabase/content/batch/route.ts
+++ b/apps/website/app/api/supabase/content/batch/route.ts
@@ -10,10 +10,10 @@ import {
   BatchProcessResult,
 } from "~/utils/supabase/dbUtils";
 import {
-  inputValidation,
+  contentInputValidation,
   type ContentDataInput,
   type ContentRecord,
-} from "~/api/supabase/content/route";
+} from "~/utils/supabase/validators";
 
 const batchInsertContentProcess = async (
   supabase: Awaited<ReturnType<typeof createClient>>,
@@ -24,7 +24,7 @@ const batchInsertContentProcess = async (
     tableName: "Content",
     items: contentItems,
     uniqueOn: ["space_id", "source_local_id"],
-    inputValidator: inputValidation,
+    inputValidator: contentInputValidation,
   });
 };
 
diff --git a/apps/website/app/api/supabase/content/route.ts b/apps/website/app/api/supabase/content/route.ts
index c6f34146d..f90929d11 100644
--- a/apps/website/app/api/supabase/content/route.ts
+++ b/apps/website/app/api/supabase/content/route.ts
@@ -10,55 +10,17 @@ import {
   handleRouteError,
   defaultOptionsHandler,
 } from "~/utils/supabase/apiUtils";
+import { contentInputValidation } from "~/utils/supabase/validators";
 import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 
-export type ContentDataInput = TablesInsert<"Content">;
-export type ContentRecord = Tables<"Content">;
-
-export const inputValidation: ItemValidator<ContentDataInput> = (
-  data: ContentDataInput,
-) => {
-  if (!data || typeof data !== "object")
-    return "Invalid request body: expected a JSON object.";
-  const { author_id, created, last_modified, scale, space_id, text } = data;
-
-  if (!text || typeof text !== "string") return "Invalid or missing text.";
-  if (!scale || typeof scale !== "string") return "Invalid or missing scale.";
-  if (
-    space_id === undefined ||
-    space_id === null ||
-    typeof space_id !== "number"
-  )
-    return "Invalid or missing space_id.";
-  if (
-    author_id === undefined ||
-    author_id === null ||
-    typeof author_id !== "number"
-  )
-    return "Invalid or missing author_id.";
-  if (created)
-    try {
-      new Date(created);
-    } catch (e) {
-      return "Invalid date format for created.";
-    }
-  if (last_modified)
-    try {
-      new Date(last_modified);
-    } catch (e) {
-      return "Invalid date format for last_modified.";
-    }
-  return null;
-};
+type ContentDataInput = TablesInsert<"Content">;
+type ContentRecord = Tables<"Content">;
 
 const processAndUpsertContentEntry = async (
   supabasePromise: ReturnType<typeof createClient>,
   data: ContentDataInput,
 ): Promise<GetOrCreateEntityResult<ContentRecord>> => {
-  const { space_id, author_id, source_local_id, document_id, part_of_id } =
-    data;
-
-  const error = inputValidation(data);
+  const error = contentInputValidation(data);
   if (error !== null) {
     return {
       entity: null,
@@ -70,10 +32,6 @@ const processAndUpsertContentEntry = async (
 
   const supabase = await supabasePromise;
 
-  let matchCriteria: Record<string, any> | null = null;
-  if (source_local_id && space_id !== undefined && space_id !== null) {
-    matchCriteria = { space_id: space_id, source_local_id: source_local_id };
-  }
   // If no solid matchCriteria for a "get", getOrCreateEntity will likely proceed to "create".
   // If there are unique constraints other than (space_id, source_local_id), it will handle race conditions.
 
diff --git a/apps/website/app/utils/supabase/apiUtils.ts b/apps/website/app/utils/supabase/apiUtils.ts
index a7eb2e037..36ae1c7fc 100644
--- a/apps/website/app/utils/supabase/apiUtils.ts
+++ b/apps/website/app/utils/supabase/apiUtils.ts
@@ -1,5 +1,4 @@
 import { NextResponse, NextRequest } from "next/server";
-import { useRouter } from "next/router";
 import { createClient } from "~/utils/supabase/server";
 import cors from "~/utils/llm/cors";
 
@@ -88,30 +87,33 @@ export const defaultOptionsHandler = async (
   return cors(request, response) as NextResponse;
 };
 
+type ApiParams = Promise<{ id: string }>;
+export type SegmentDataType = { params: ApiParams };
+
 /**
  * Default GET handler for CORS preflight requests.
  */
 export const defaultGetHandler = async (
   request: NextRequest,
+  segmentData: SegmentDataType,
   pk: string = "id",
 ): Promise<NextResponse> => {
-  const supabase = await createClient();
-  const router = useRouter();
-  const idS = router.query[pk];
-  let id: number;
+  const { id } = await segmentData.params;
+  let idN: number;
   try {
-    id = Number.parseInt((Array.isArray(idS) ? idS[0] : idS) || "error");
+    idN = Number.parseInt((Array.isArray(id) ? id[0] : id) || "error");
   } catch (error) {
     return createApiResponse(request, {
       error: `${pk} is not a number`,
       status: 400,
     });
   }
+  const supabase = await createClient();
 
   const { data, error, status } = await supabase
     .from("Person")
     .select()
-    .eq(pk, id)
+    .eq(pk, idN)
     .maybeSingle();
   if (error) {
     return createApiResponse(request, {
@@ -137,22 +139,22 @@ export const defaultGetHandler = async (
  */
 export const defaultDeleteHandler = async (
   request: NextRequest,
+  segmentData: SegmentDataType,
   pk: string = "id",
 ): Promise<NextResponse> => {
-  const supabase = await createClient();
-  const router = useRouter();
-  const idS = router.query[pk];
-  let id: number;
+  const { id } = await segmentData.params;
+  let idN: number;
   try {
-    id = Number.parseInt((Array.isArray(idS) ? idS[0] : idS) || "error");
+    idN = Number.parseInt((Array.isArray(id) ? id[0] : id) || "error");
   } catch (error) {
     return createApiResponse(request, {
       error: `${pk} is not a number`,
       status: 400,
     });
   }
+  const supabase = await createClient();
 
-  const { error, status } = await supabase.from("Person").delete().eq(pk, id);
+  const { error, status } = await supabase.from("Person").delete().eq(pk, idN);
   if (error) {
     return createApiResponse(request, {
       error: error.message,
diff --git a/apps/website/app/utils/supabase/validators.ts b/apps/website/app/utils/supabase/validators.ts
new file mode 100644
index 000000000..cd6e730f8
--- /dev/null
+++ b/apps/website/app/utils/supabase/validators.ts
@@ -0,0 +1,160 @@
+import {
+  known_embedding_tables,
+  ItemProcessor,
+  ItemValidator,
+} from "./dbUtils";
+import { Tables, TablesInsert } from "./types.gen";
+
+// Use the first known ContentEmbedding table for type checking, as they have the same structure
+export type ContentEmbeddingDataInput =
+  TablesInsert<"ContentEmbedding_openai_text_embedding_3_small_1536">;
+export type ContentEmbeddingRecord =
+  Tables<"ContentEmbedding_openai_text_embedding_3_small_1536">;
+
+export type ApiInputEmbeddingItem = Omit<
+  ContentEmbeddingDataInput,
+  "vector"
+> & {
+  vector: number[];
+};
+
+export type ApiOutputEmbeddingRecord = Omit<
+  ContentEmbeddingRecord,
+  "vector"
+> & {
+  vector: number[];
+};
+
+export const embeddingInputValidation: ItemValidator<ApiInputEmbeddingItem> = (
+  data,
+) => {
+  if (!data || typeof data !== "object")
+    return "Invalid request body: expected a JSON object.";
+  const { target_id, model, vector } = data;
+
+  if (
+    target_id === undefined ||
+    target_id === null ||
+    typeof target_id !== "number"
+  ) {
+    return "Missing or invalid target_id.";
+  }
+  if (
+    !model ||
+    typeof model !== "string" ||
+    known_embedding_tables[model] == undefined
+  ) {
+    return "Missing or invalid model name.";
+  }
+  const { table_size } = known_embedding_tables[model];
+
+  if (
+    !vector ||
+    !Array.isArray(vector) ||
+    !vector.every((v) => typeof v === "number")
+  ) {
+    return "Missing or invalid vector. Must be an array of numbers.";
+  }
+  if (vector.length != table_size) {
+    return `Invalid vector length. Expected ${table_size}, got ${vector.length}.`;
+  }
+  if (data.obsolete !== undefined && typeof data.obsolete !== "boolean") {
+    return "Invalid type for obsolete. Must be a boolean.";
+  }
+  return null;
+};
+
+export const embeddingInputProcessing: ItemProcessor<
+  ApiInputEmbeddingItem,
+  ContentEmbeddingDataInput
+> = (data) => {
+  const error = embeddingInputValidation(data);
+  if (error) {
+    return { valid: false, error };
+  }
+  return {
+    valid: true,
+    data: { ...data, vector: JSON.stringify(data.vector) },
+  };
+};
+
+export const embeddingOutputValidation: ItemValidator<
+  ApiOutputEmbeddingRecord
+> = (data) => {
+  const { model, vector } = data;
+  if (
+    !model ||
+    typeof model !== "string" ||
+    known_embedding_tables[model] == undefined
+  ) {
+    return "Missing or invalid model name.";
+  }
+
+  const { table_size } = known_embedding_tables[model];
+
+  if (vector.length != table_size) {
+    return `Invalid vector length. Expected ${table_size}, got ${vector.length}.`;
+  }
+  return null;
+};
+
+export const embeddingOutputProcessing: ItemProcessor<
+  ContentEmbeddingRecord,
+  ApiOutputEmbeddingRecord
+> = (data) => {
+  try {
+    const processedData = { ...data, vector: JSON.parse(data.vector) };
+    const error = embeddingOutputValidation(processedData);
+    if (error) {
+      return { valid: false, error };
+    }
+    return {
+      valid: true,
+      data: processedData,
+    };
+  } catch (error) {
+    if (error instanceof SyntaxError) {
+      return { valid: false, error: error.message };
+    }
+    throw error;
+  }
+};
+
+export type ContentDataInput = TablesInsert<"Content">;
+export type ContentRecord = Tables<"Content">;
+
+export const contentInputValidation: ItemValidator<ContentDataInput> = (
+  data: ContentDataInput,
+) => {
+  if (!data || typeof data !== "object")
+    return "Invalid request body: expected a JSON object.";
+  const { author_id, created, last_modified, scale, space_id, text } = data;
+
+  if (!text || typeof text !== "string") return "Invalid or missing text.";
+  if (!scale || typeof scale !== "string") return "Invalid or missing scale.";
+  if (
+    space_id === undefined ||
+    space_id === null ||
+    typeof space_id !== "number"
+  )
+    return "Invalid or missing space_id.";
+  if (
+    author_id === undefined ||
+    author_id === null ||
+    typeof author_id !== "number"
+  )
+    return "Invalid or missing author_id.";
+  if (created)
+    try {
+      new Date(created);
+    } catch (e) {
+      return "Invalid date format for created.";
+    }
+  if (last_modified)
+    try {
+      new Date(last_modified);
+    } catch (e) {
+      return "Invalid date format for last_modified.";
+    }
+  return null;
+};

From 179c62fe6b8eabe43c3ddd186e71b7d3f0bb2b86 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Tue, 27 May 2025 13:52:21 -0400
Subject: [PATCH 18/27] comments and warnings

---
 .../api/supabase/content-embedding/route.ts   |  2 --
 .../website/app/api/supabase/content/route.ts |  1 -
 apps/website/app/utils/supabase/dbUtils.ts    | 22 +++----------------
 3 files changed, 3 insertions(+), 22 deletions(-)

diff --git a/apps/website/app/api/supabase/content-embedding/route.ts b/apps/website/app/api/supabase/content-embedding/route.ts
index 5e3e1df6b..feabf2369 100644
--- a/apps/website/app/api/supabase/content-embedding/route.ts
+++ b/apps/website/app/api/supabase/content-embedding/route.ts
@@ -9,8 +9,6 @@ import {
   getOrCreateEntity,
   GetOrCreateEntityResult,
   known_embedding_tables,
-  ItemProcessor,
-  ItemValidator,
 } from "~/utils/supabase/dbUtils";
 import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 import {
diff --git a/apps/website/app/api/supabase/content/route.ts b/apps/website/app/api/supabase/content/route.ts
index f90929d11..d2bce95f8 100644
--- a/apps/website/app/api/supabase/content/route.ts
+++ b/apps/website/app/api/supabase/content/route.ts
@@ -3,7 +3,6 @@ import { createClient } from "~/utils/supabase/server";
 import {
   getOrCreateEntity,
   GetOrCreateEntityResult,
-  ItemValidator,
 } from "~/utils/supabase/dbUtils";
 import {
   createApiResponse,
diff --git a/apps/website/app/utils/supabase/dbUtils.ts b/apps/website/app/utils/supabase/dbUtils.ts
index 09cf1d5a8..33dfaca56 100644
--- a/apps/website/app/utils/supabase/dbUtils.ts
+++ b/apps/website/app/utils/supabase/dbUtils.ts
@@ -13,30 +13,14 @@ export const known_embedding_tables: {
   },
 };
 
-const unique_key_re = /^Key \(([^\)]+)\)=\(([\^\)]+)\) already exists\.$/;
+const unique_key_re = /^Key \(([^)]+)\)=\(([\^)]+)\) already exists\.$/;
 const unique_index_re =
   /duplicate key value violates unique constraint "(\w+)"/;
 const foreign_key_re =
-  /Keys? \(([^\)]+)\)=\(([^\)]+)\) (is|are) not present in table ("?\w+"?)./;
+  /Keys? \(([^)]+)\)=\(([^)]+)\) (is|are) not present in table ("?\w+"?)./;
 const foreign_constraint_re =
   /insert or update on table ("?\w+"?) violates foreign key constraint ("?\w+"?)/;
 
-// const known_unique_keys: {
-//   [key in keyof Database["public"]["Tables"]]: string[][]; // It should be keyof Tables<key>[][]
-// } = {
-//   Agent: [["id"]],
-//   Account: [["platform_id", "account_local_id"], ["id"]],
-//   AutomatedAgent: [["name", "version"], ["id"]],
-//   Person: [["email"], ["orcid"], ["id"]],
-//   Concept: [["space_id", "name"], ["id"]],
-//   Document: [["space_id", "source_local_id"], ["url"], ["id"]],
-//   Content: [["space_id", "source_local_id"], ["id"]],
-//   Platform: [["url"], ["id"]],
-//   Space: [["url"], ["id"]],
-//   ContentEmbedding_openai_text_embedding_3_small_1536: [["target_id"]],
-//   concept_contributors: [[""]],
-// };
-
 export type BaseEntityResult = {
   error: string | null;
   details?: string; // For detailed error messages, e.g., from Supabase
@@ -289,7 +273,7 @@ export const InsertValidatedBatch = async <
     return {
       data,
       error: `Batch insert of ${tableName} might have partially failed or returned unexpected data.`,
-      status: 500, // Or a more specific error
+      status: 500,
     };
   }
 

From 4272cdf799840a03a6730a205fd6e2390cfeb0ce Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Tue, 27 May 2025 14:04:32 -0400
Subject: [PATCH 19/27] coderabbit comments

---
 apps/website/app/utils/supabase/apiUtils.ts | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/apps/website/app/utils/supabase/apiUtils.ts b/apps/website/app/utils/supabase/apiUtils.ts
index 36ae1c7fc..9ac84cb8f 100644
--- a/apps/website/app/utils/supabase/apiUtils.ts
+++ b/apps/website/app/utils/supabase/apiUtils.ts
@@ -91,7 +91,7 @@ type ApiParams = Promise<{ id: string }>;
 export type SegmentDataType = { params: ApiParams };
 
 /**
- * Default GET handler for CORS preflight requests.
+ * Default GET handler for retrieving a resource by Id
  */
 export const defaultGetHandler = async (
   request: NextRequest,
@@ -135,7 +135,7 @@ export const defaultGetHandler = async (
 };
 
 /**
- * Default DELETE handler for CORS preflight requests.
+ * Default DELETE handler for deleting a resource by ID
  */
 export const defaultDeleteHandler = async (
   request: NextRequest,

From 9460eca1bb91024365f16f1f96015432cf6a7d81 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Wed, 28 May 2025 14:17:55 -0400
Subject: [PATCH 20/27] replace GetOrCreateEntityResult, BatchProcessResult by
 PostgrestResponse

---
 .../website/app/api/supabase/account/route.ts |  43 +--
 .../supabase/content-embedding/batch/route.ts |  95 +++---
 .../api/supabase/content-embedding/route.ts   |  65 ++--
 .../app/api/supabase/content/batch/route.ts   |  31 +-
 .../website/app/api/supabase/content/route.ts |  28 +-
 .../app/api/supabase/document/route.ts        |  26 +-
 apps/website/app/api/supabase/person/route.ts |  40 +--
 .../app/api/supabase/platform/route.ts        |  40 +--
 apps/website/app/api/supabase/space/route.ts  |  29 +-
 apps/website/app/utils/supabase/apiUtils.ts   | 105 +++---
 apps/website/app/utils/supabase/dbUtils.ts    | 308 +++++++++---------
 11 files changed, 352 insertions(+), 458 deletions(-)

diff --git a/apps/website/app/api/supabase/account/route.ts b/apps/website/app/api/supabase/account/route.ts
index f5455625a..3f66ecd18 100644
--- a/apps/website/app/api/supabase/account/route.ts
+++ b/apps/website/app/api/supabase/account/route.ts
@@ -1,14 +1,13 @@
 import { NextResponse, NextRequest } from "next/server";
+import type { PostgrestSingleResponse } from "@supabase/supabase-js";
+
 import { createClient } from "~/utils/supabase/server";
-import {
-  getOrCreateEntity,
-  GetOrCreateEntityResult,
-  ItemValidator,
-} from "~/utils/supabase/dbUtils";
+import { getOrCreateEntity, ItemValidator } from "~/utils/supabase/dbUtils";
 import {
   createApiResponse,
   handleRouteError,
   defaultOptionsHandler,
+  asPostgrestFailure,
 } from "~/utils/supabase/apiUtils";
 import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 
@@ -26,7 +25,7 @@ const validateAccount: ItemValidator<AccountDataInput> = (account) => {
 const getOrCreateAccount = async (
   supabasePromise: ReturnType<typeof createClient>,
   accountData: AccountDataInput,
-): Promise<GetOrCreateEntityResult<AccountRecord>> => {
+): Promise<PostgrestSingleResponse<AccountRecord>> => {
   const {
     agent_id,
     platform_id,
@@ -36,13 +35,7 @@ const getOrCreateAccount = async (
   } = accountData;
 
   const error = validateAccount(accountData);
-  if (error != null)
-    return {
-      entity: null,
-      error,
-      created: false,
-      status: 400,
-    };
+  if (error != null) return asPostgrestFailure(error, "invalid");
 
   const supabase = await supabasePromise;
 
@@ -68,27 +61,21 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
     const body: AccountDataInput = await request.json();
 
     if (body.agent_id === undefined || body.agent_id === null) {
-      return createApiResponse(request, {
-        error: "Missing or invalid agent_id.",
-        status: 400,
-      });
+      return createApiResponse(
+        request,
+        asPostgrestFailure("Missing or invalid agent_id.", "invalid"),
+      );
     }
     if (body.platform_id === undefined || body.platform_id === null) {
-      return createApiResponse(request, {
-        error: "Missing or invalid platform_id.",
-        status: 400,
-      });
+      return createApiResponse(
+        request,
+        asPostgrestFailure("Missing or invalid platform_id.", "invalid"),
+      );
     }
 
     const result = await getOrCreateAccount(supabasePromise, body);
 
-    return createApiResponse(request, {
-      data: result.entity,
-      error: result.error,
-      details: result.details,
-      status: result.status,
-      created: result.created,
-    });
+    return createApiResponse(request, result);
   } catch (e: unknown) {
     return handleRouteError(request, e, "/api/supabase/account");
   }
diff --git a/apps/website/app/api/supabase/content-embedding/batch/route.ts b/apps/website/app/api/supabase/content-embedding/batch/route.ts
index 1034f04e8..95883bbd5 100644
--- a/apps/website/app/api/supabase/content-embedding/batch/route.ts
+++ b/apps/website/app/api/supabase/content-embedding/batch/route.ts
@@ -1,13 +1,15 @@
 import { NextResponse, NextRequest } from "next/server";
+import type { PostgrestResponse } from "@supabase/supabase-js";
+
 import { createClient } from "~/utils/supabase/server";
 import {
   createApiResponse,
   handleRouteError,
   defaultOptionsHandler,
+  asPostgrestFailure,
 } from "~/utils/supabase/apiUtils";
 import {
   processAndInsertBatch,
-  BatchProcessResult,
   known_embedding_tables,
 } from "~/utils/supabase/dbUtils";
 import {
@@ -17,38 +19,37 @@ import {
   embeddingOutputProcessing,
 } from "~/utils/supabase/validators";
 
+const DEFAULT_MODEL = "openai_text_embedding_3_small_1536";
+
 const batchInsertEmbeddingsProcess = async (
   supabase: Awaited<ReturnType<typeof createClient>>,
   embeddingItems: ApiInputEmbeddingItem[],
-): Promise<BatchProcessResult<ApiOutputEmbeddingRecord>> => {
+): Promise<PostgrestResponse<ApiOutputEmbeddingRecord>> => {
   // groupBy is node21 only, we are using 20. Group by model, by hand.
   // Note: This means that later index values may be totally wrong.
   // Note2: The key is a ModelName, but I cannot use an enum as a key.
   const by_model: { [key: string]: ApiInputEmbeddingItem[] } = {};
   try {
     embeddingItems.reduce((acc, item, index) => {
-      if (!item?.model) {
-        throw new Error(`Element ${index} undefined or does not have a model`);
+      const model = item?.model || DEFAULT_MODEL;
+      if (acc[model] === undefined) {
+        acc[model] = [];
       }
-      if (acc[item.model] === undefined) {
-        acc[item.model] = [];
-      }
-      acc[item.model]!.push(item);
+      acc[model]!.push(item);
       return acc;
     }, by_model);
   } catch (error) {
     if (error instanceof Error) {
-      return {
-        status: 400,
-        error: error.message,
-      };
+      return asPostgrestFailure(error.message, "exception");
     }
     throw error;
   }
 
   const globalResults: ApiOutputEmbeddingRecord[] = [];
-  const partial_errors = [];
-  let created = false;
+  const partial_errors: string[] = [];
+  let created = false,
+    count = 0,
+    has_400 = false;
   for (const model_name of Object.keys(by_model)) {
     const embeddingItemsSet = by_model[model_name];
     const table_data = known_embedding_tables[model_name];
@@ -65,19 +66,39 @@ const batchInsertEmbeddingsProcess = async (
       inputProcessor: embeddingInputProcessing,
       outputProcessor: embeddingOutputProcessing,
     });
-    if (results.error || results.data === undefined)
-      return { ...results, data: undefined };
-    globalResults.push(...results.data);
-    if (results.partial_errors !== undefined)
-      partial_errors.push(...results.partial_errors);
-    created = created || results.status === 201;
+    if (results.data) {
+      count += results.data.length;
+      globalResults.push(...results.data);
+      created = created || results.status === 201;
+    } else {
+      partial_errors.push(results.error.message);
+      if (results.status == 400) has_400 = true;
+    }
+  }
+  if (count > 0) {
+    if (partial_errors.length > 0) {
+      return {
+        data: globalResults,
+        error: null,
+        status: has_400 ? 400 : 500,
+        count,
+        statusText: partial_errors.join("; "),
+      };
+    } else
+      return {
+        data: globalResults,
+        error: null,
+        status: created ? 201 : 200,
+        count,
+        statusText: created ? "created" : "success",
+      };
+  } else {
+    return asPostgrestFailure(
+      partial_errors.join("; "),
+      "multiple",
+      has_400 ? 400 : 500,
+    );
   }
-  return {
-    data: globalResults,
-    error: null,
-    partial_errors,
-    status: created ? 201 : 200,
-  };
 };
 
 export const POST = async (request: NextRequest): Promise<NextResponse> => {
@@ -86,24 +107,18 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
   try {
     const body: ApiInputEmbeddingItem[] = await request.json();
     if (!Array.isArray(body)) {
-      return createApiResponse(request, {
-        error: "Request body must be an array of embedding items.",
-        status: 400,
-      });
+      return createApiResponse(
+        request,
+        asPostgrestFailure(
+          "Request body must be an array of embedding items.",
+          "empty",
+        ),
+      );
     }
 
     const result = await batchInsertEmbeddingsProcess(supabase, body);
 
-    return createApiResponse(request, {
-      data: result.data,
-      error: result.error,
-      details: result.details,
-      ...(result.partial_errors && {
-        meta: { partial_errors: result.partial_errors },
-      }),
-      status: result.status,
-      created: result.status === 201,
-    });
+    return createApiResponse(request, result);
   } catch (e: unknown) {
     return handleRouteError(
       request,
diff --git a/apps/website/app/api/supabase/content-embedding/route.ts b/apps/website/app/api/supabase/content-embedding/route.ts
index feabf2369..ca59bdd88 100644
--- a/apps/website/app/api/supabase/content-embedding/route.ts
+++ b/apps/website/app/api/supabase/content-embedding/route.ts
@@ -1,13 +1,15 @@
 import { NextResponse, NextRequest } from "next/server";
+import type { PostgrestSingleResponse } from "@supabase/supabase-js";
+
 import { createClient } from "~/utils/supabase/server";
 import {
   createApiResponse,
   handleRouteError,
   defaultOptionsHandler,
+  asPostgrestFailure,
 } from "~/utils/supabase/apiUtils";
 import {
   getOrCreateEntity,
-  GetOrCreateEntityResult,
   known_embedding_tables,
 } from "~/utils/supabase/dbUtils";
 import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
@@ -24,34 +26,24 @@ export type ContentEmbeddingDataInput =
 export type ContentEmbeddingRecord =
   Tables<"ContentEmbedding_openai_text_embedding_3_small_1536">;
 
+const DEFAULT_MODEL = "openai_text_embedding_3_small_1536";
+
 const processAndCreateEmbedding = async (
   supabasePromise: ReturnType<typeof createClient>,
   data: ApiInputEmbeddingItem,
-): Promise<GetOrCreateEntityResult<ApiOutputEmbeddingRecord>> => {
+): Promise<PostgrestSingleResponse<ApiOutputEmbeddingRecord>> => {
   const { valid, error, processedItem } = embeddingInputProcessing(data);
   if (
     !valid ||
     processedItem === undefined ||
     processedItem.model === undefined
-  ) {
-    return {
-      entity: null,
-      error: error || "unknown error",
-      created: false,
-      status: 400,
-    };
-  }
+  )
+    return asPostgrestFailure(error || "unknown error", "valid");
   const supabase = await supabasePromise;
-  const tableData = known_embedding_tables[processedItem.model];
+  const tableData =
+    known_embedding_tables[processedItem.model || DEFAULT_MODEL];
 
-  if (!tableData) {
-    return {
-      entity: null,
-      error: "unknown model",
-      created: false,
-      status: 400,
-    };
-  }
+  if (!tableData) return asPostgrestFailure("Unknown model", "unknown");
 
   const { table_name } = tableData;
   // Using getOrCreateEntity, forcing create path by providing non-matching criteria
@@ -65,24 +57,30 @@ const processAndCreateEmbedding = async (
       },
     );
 
-  if (result.error || !result.entity) {
-    return {
-      ...result,
-      entity: null,
-    };
+  if (result.error) {
+    return result;
   }
 
-  const processedResult = embeddingOutputProcessing(result.entity);
-  if (!processedResult.valid || !processedResult.processedItem)
+  const processedResult = embeddingOutputProcessing(result.data);
+  if (!processedResult.processedItem) {
+    return asPostgrestFailure(
+      processedResult.error || "unknown error",
+      "postinvalid",
+      500,
+    );
+  }
+  if (processedResult.error) {
+    // err on the side of returning the data
     return {
       ...result,
-      error: processedResult.error || "unknown error",
-      entity: null,
       status: 500,
+      data: processedResult.processedItem,
+      statusText: processedResult.error,
     };
+  }
   return {
     ...result,
-    entity: processedResult.processedItem,
+    data: processedResult.processedItem,
   };
 };
 
@@ -92,14 +90,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
   try {
     const body: ApiInputEmbeddingItem = await request.json();
     const result = await processAndCreateEmbedding(supabasePromise, body);
-
-    return createApiResponse(request, {
-      data: result.entity,
-      error: result.error,
-      details: result.details,
-      status: result.status,
-      created: result.created,
-    });
+    return createApiResponse(request, result);
   } catch (e: unknown) {
     return handleRouteError(request, e, `/api/supabase/content-embedding`);
   }
diff --git a/apps/website/app/api/supabase/content/batch/route.ts b/apps/website/app/api/supabase/content/batch/route.ts
index 6bd3f5a46..bcb4cfabe 100644
--- a/apps/website/app/api/supabase/content/batch/route.ts
+++ b/apps/website/app/api/supabase/content/batch/route.ts
@@ -1,14 +1,13 @@
 import { NextResponse, NextRequest } from "next/server";
+import type { PostgrestResponse } from "@supabase/supabase-js";
 import { createClient } from "~/utils/supabase/server";
 import {
   createApiResponse,
   handleRouteError,
   defaultOptionsHandler,
+  asPostgrestFailure,
 } from "~/utils/supabase/apiUtils";
-import {
-  validateAndInsertBatch,
-  BatchProcessResult,
-} from "~/utils/supabase/dbUtils";
+import { validateAndInsertBatch } from "~/utils/supabase/dbUtils";
 import {
   contentInputValidation,
   type ContentDataInput,
@@ -18,7 +17,7 @@ import {
 const batchInsertContentProcess = async (
   supabase: Awaited<ReturnType<typeof createClient>>,
   contentItems: ContentDataInput[],
-): Promise<BatchProcessResult<ContentRecord>> => {
+): Promise<PostgrestResponse<ContentRecord>> => {
   return validateAndInsertBatch<"Content">({
     supabase,
     tableName: "Content",
@@ -34,24 +33,18 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
   try {
     const body: ContentDataInput[] = await request.json();
     if (!Array.isArray(body)) {
-      return createApiResponse(request, {
-        error: "Request body must be an array of content items.",
-        status: 400,
-      });
+      return createApiResponse(
+        request,
+        asPostgrestFailure(
+          "Request body must be an array of content items.",
+          "array",
+        ),
+      );
     }
 
     const result = await batchInsertContentProcess(supabase, body);
 
-    return createApiResponse(request, {
-      data: result.data,
-      error: result.error,
-      details: result.details,
-      ...(result.partial_errors && {
-        meta: { partial_errors: result.partial_errors },
-      }),
-      status: result.status,
-      created: result.status === 201,
-    });
+    return createApiResponse(request, result);
   } catch (e: unknown) {
     return handleRouteError(request, e, "/api/supabase/content/batch");
   }
diff --git a/apps/website/app/api/supabase/content/route.ts b/apps/website/app/api/supabase/content/route.ts
index d2bce95f8..8af7ef338 100644
--- a/apps/website/app/api/supabase/content/route.ts
+++ b/apps/website/app/api/supabase/content/route.ts
@@ -1,13 +1,13 @@
 import { NextResponse, NextRequest } from "next/server";
+import type { PostgrestSingleResponse } from "@supabase/supabase-js";
+
 import { createClient } from "~/utils/supabase/server";
-import {
-  getOrCreateEntity,
-  GetOrCreateEntityResult,
-} from "~/utils/supabase/dbUtils";
+import { getOrCreateEntity } from "~/utils/supabase/dbUtils";
 import {
   createApiResponse,
   handleRouteError,
   defaultOptionsHandler,
+  asPostgrestFailure,
 } from "~/utils/supabase/apiUtils";
 import { contentInputValidation } from "~/utils/supabase/validators";
 import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
@@ -18,16 +18,9 @@ type ContentRecord = Tables<"Content">;
 const processAndUpsertContentEntry = async (
   supabasePromise: ReturnType<typeof createClient>,
   data: ContentDataInput,
-): Promise<GetOrCreateEntityResult<ContentRecord>> => {
+): Promise<PostgrestSingleResponse<ContentRecord>> => {
   const error = contentInputValidation(data);
-  if (error !== null) {
-    return {
-      entity: null,
-      error,
-      created: false,
-      status: 400,
-    };
-  }
+  if (error != null) return asPostgrestFailure(error, "invalid");
 
   const supabase = await supabasePromise;
 
@@ -50,14 +43,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
   try {
     const body: ContentDataInput = await request.json();
     const result = await processAndUpsertContentEntry(supabasePromise, body);
-
-    return createApiResponse(request, {
-      data: result.entity,
-      error: result.error,
-      details: result.details,
-      status: result.status,
-      created: result.created,
-    });
+    return createApiResponse(request, result);
   } catch (e: unknown) {
     return handleRouteError(request, e, "/api/supabase/content");
   }
diff --git a/apps/website/app/api/supabase/document/route.ts b/apps/website/app/api/supabase/document/route.ts
index 668685d27..e299cdedf 100644
--- a/apps/website/app/api/supabase/document/route.ts
+++ b/apps/website/app/api/supabase/document/route.ts
@@ -1,14 +1,13 @@
 import { NextResponse, NextRequest } from "next/server";
+import type { PostgrestSingleResponse } from "@supabase/supabase-js";
+
 import { createClient } from "~/utils/supabase/server";
-import {
-  getOrCreateEntity,
-  GetOrCreateEntityResult,
-  ItemValidator,
-} from "~/utils/supabase/dbUtils";
+import { getOrCreateEntity, ItemValidator } from "~/utils/supabase/dbUtils";
 import {
   createApiResponse,
   handleRouteError,
   defaultOptionsHandler,
+  asPostgrestFailure,
 } from "~/utils/supabase/apiUtils";
 import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 
@@ -28,7 +27,7 @@ const validateDocument: ItemValidator<DocumentDataInput> = (data) => {
 const createDocument = async (
   supabasePromise: ReturnType<typeof createClient>,
   data: DocumentDataInput,
-): Promise<GetOrCreateEntityResult<DocumentRecord>> => {
+): Promise<PostgrestSingleResponse<DocumentRecord>> => {
   const supabase = await supabasePromise;
 
   const result = await getOrCreateEntity<"Document">({
@@ -50,21 +49,12 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
   try {
     const body: DocumentDataInput = await request.json();
     const error = validateDocument(body);
-    if (error)
-      return createApiResponse(request, {
-        error,
-        status: 400,
-      });
+    if (error != null)
+      return createApiResponse(request, asPostgrestFailure(error, "invalid"));
 
     const result = await createDocument(supabasePromise, body);
 
-    return createApiResponse(request, {
-      data: result.entity,
-      error: result.error,
-      details: result.details,
-      status: result.status,
-      created: result.created,
-    });
+    return createApiResponse(request, result);
   } catch (e: unknown) {
     return handleRouteError(request, e, "/api/supabase/document");
   }
diff --git a/apps/website/app/api/supabase/person/route.ts b/apps/website/app/api/supabase/person/route.ts
index 2db5b4d80..f018eb8f5 100644
--- a/apps/website/app/api/supabase/person/route.ts
+++ b/apps/website/app/api/supabase/person/route.ts
@@ -1,14 +1,13 @@
 import { NextResponse, NextRequest } from "next/server";
+import type { PostgrestSingleResponse } from "@supabase/supabase-js";
+
 import { createClient } from "~/utils/supabase/server";
-import {
-  getOrCreateEntity,
-  GetOrCreateEntityResult,
-  ItemValidator,
-} from "~/utils/supabase/dbUtils";
+import { getOrCreateEntity, ItemValidator } from "~/utils/supabase/dbUtils";
 import {
   createApiResponse,
   handleRouteError,
   defaultOptionsHandler,
+  asPostgrestFailure,
 } from "~/utils/supabase/apiUtils";
 import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 
@@ -32,20 +31,20 @@ const getOrCreatePersonInternal = async (
   email: string,
   name: string,
   orcid: string | null | undefined,
-): Promise<GetOrCreateEntityResult<PersonRecord>> => {
+): Promise<PostgrestSingleResponse<PersonRecord>> => {
   const supabase = await supabasePromise;
   const agent_response = await getOrCreateEntity<"Agent">({
     supabase,
     tableName: "Agent",
     insertData: { type: "Person" },
   });
-  if (agent_response.error || agent_response.entity === null)
-    return agent_response as any as GetOrCreateEntityResult<PersonRecord>;
+  if (agent_response.error || agent_response.data === null)
+    return agent_response as any as PostgrestSingleResponse<PersonRecord>;
   return getOrCreateEntity<"Person">({
     supabase,
     tableName: "Person",
     insertData: {
-      id: agent_response.entity.id,
+      id: agent_response.data.id,
       email: email.trim(),
       name: name.trim(),
       orcid: orcid || null,
@@ -61,12 +60,8 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
     const body: PersonDataInput = await request.json();
     const { name, email, orcid = null } = body;
     const error = personValidator(body);
-    if (error !== null) {
-      return createApiResponse(request, {
-        error,
-        status: 400,
-      });
-    }
+    if (error != null)
+      return createApiResponse(request, asPostgrestFailure(error, "invalid"));
 
     const personResult = await getOrCreatePersonInternal(
       supabasePromise,
@@ -75,20 +70,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
       orcid,
     );
 
-    if (personResult.error || !personResult.entity) {
-      return createApiResponse(request, {
-        error: personResult.error || "Failed to process Person.",
-        details: personResult.details,
-        status: personResult.status || 500,
-      });
-    }
-
-    const overallStatus = personResult.created ? 201 : 200;
-
-    return createApiResponse(request, {
-      data: personResult,
-      status: overallStatus,
-    });
+    return createApiResponse(request, personResult);
   } catch (e: unknown) {
     return handleRouteError(request, e, "/api/supabase/person");
   }
diff --git a/apps/website/app/api/supabase/platform/route.ts b/apps/website/app/api/supabase/platform/route.ts
index 134bd9e44..03b6cd680 100644
--- a/apps/website/app/api/supabase/platform/route.ts
+++ b/apps/website/app/api/supabase/platform/route.ts
@@ -1,14 +1,13 @@
 import { NextResponse, NextRequest } from "next/server";
+import type { PostgrestSingleResponse } from "@supabase/supabase-js";
+
 import { createClient } from "~/utils/supabase/server";
-import {
-  getOrCreateEntity,
-  GetOrCreateEntityResult,
-  ItemValidator,
-} from "~/utils/supabase/dbUtils";
+import { getOrCreateEntity, ItemValidator } from "~/utils/supabase/dbUtils";
 import {
   createApiResponse,
   handleRouteError,
   defaultOptionsHandler,
+  asPostgrestFailure,
 } from "~/utils/supabase/apiUtils";
 import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 
@@ -28,16 +27,9 @@ const platformValidator: ItemValidator<PlatformDataInput> = (platform) => {
 const getOrCreatePlatformFromURL = async (
   supabasePromise: ReturnType<typeof createClient>,
   platform: PlatformDataInput,
-): Promise<GetOrCreateEntityResult<PlatformRecord>> => {
+): Promise<PostgrestSingleResponse<PlatformRecord>> => {
   const error = platformValidator(platform);
-  if (error !== null) {
-    return {
-      error,
-      entity: null,
-      created: false,
-      status: 400,
-    };
-  }
+  if (error != null) return asPostgrestFailure(error, "invalid");
   const lowerCaseURL = platform.url.toLowerCase();
 
   if (lowerCaseURL.includes("roamresearch.com")) {
@@ -64,21 +56,17 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
     const { url } = body;
 
     if (!url || typeof url !== "string") {
-      return createApiResponse(request, {
-        error: "Missing or invalid url in request body.",
-        status: 400,
-      });
+      return createApiResponse(
+        request,
+        asPostgrestFailure(
+          "Missing or invalid url in request body.",
+          "invalid",
+        ),
+      );
     }
 
     const result = await getOrCreatePlatformFromURL(supabase, body);
-
-    return createApiResponse(request, {
-      data: result.entity,
-      error: result.error,
-      details: result.details,
-      status: result.status,
-      created: result.created,
-    });
+    return createApiResponse(request, result);
   } catch (e: unknown) {
     return handleRouteError(request, e, "/api/supabase/platform");
   }
diff --git a/apps/website/app/api/supabase/space/route.ts b/apps/website/app/api/supabase/space/route.ts
index deeb094cb..9823f20c4 100644
--- a/apps/website/app/api/supabase/space/route.ts
+++ b/apps/website/app/api/supabase/space/route.ts
@@ -1,14 +1,13 @@
 import { NextResponse, NextRequest } from "next/server";
+import type { PostgrestSingleResponse } from "@supabase/supabase-js";
+
 import { createClient } from "~/utils/supabase/server";
-import {
-  getOrCreateEntity,
-  GetOrCreateEntityResult,
-  ItemValidator,
-} from "~/utils/supabase/dbUtils";
+import { getOrCreateEntity, ItemValidator } from "~/utils/supabase/dbUtils";
 import {
   createApiResponse,
   handleRouteError,
   defaultOptionsHandler,
+  asPostgrestFailure,
 } from "~/utils/supabase/apiUtils";
 import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 
@@ -36,17 +35,10 @@ const spaceValidator: ItemValidator<SpaceDataInput> = (space) => {
 const processAndGetOrCreateSpace = async (
   supabasePromise: ReturnType<typeof createClient>,
   data: SpaceDataInput,
-): Promise<GetOrCreateEntityResult<SpaceRecord>> => {
+): Promise<PostgrestSingleResponse<SpaceRecord>> => {
   const { name, url, platform_id } = data;
   const error = spaceValidator(data);
-  if (error !== null) {
-    return {
-      entity: null,
-      error: error,
-      created: false,
-      status: 400,
-    };
-  }
+  if (error != null) return asPostgrestFailure(error, "invalid");
 
   const normalizedUrl = url.trim().replace(/\/$/, "");
   const trimmedName = name.trim();
@@ -73,14 +65,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
     const body: SpaceDataInput = await request.json();
 
     const result = await processAndGetOrCreateSpace(supabasePromise, body);
-
-    return createApiResponse(request, {
-      data: result.entity,
-      error: result.error,
-      details: result.details,
-      status: result.status,
-      created: result.created,
-    });
+    return createApiResponse(request, result);
   } catch (e: unknown) {
     return handleRouteError(request, e, "/api/supabase/space");
   }
diff --git a/apps/website/app/utils/supabase/apiUtils.ts b/apps/website/app/utils/supabase/apiUtils.ts
index 9ac84cb8f..39cf34e36 100644
--- a/apps/website/app/utils/supabase/apiUtils.ts
+++ b/apps/website/app/utils/supabase/apiUtils.ts
@@ -1,4 +1,9 @@
 import { NextResponse, NextRequest } from "next/server";
+import {
+  PostgrestResponse,
+  PostgrestSingleResponse,
+} from "@supabase/supabase-js";
+
 import { createClient } from "~/utils/supabase/server";
 import cors from "~/utils/llm/cors";
 
@@ -13,25 +18,18 @@ import cors from "~/utils/llm/cors";
  */
 export const createApiResponse = <T>(
   request: NextRequest,
-  payload: {
-    data?: T | null;
-    error?: string | null;
-    details?: string | null;
-    status: number;
-    created?: boolean;
-  },
+  payload: PostgrestResponse<T> | PostgrestSingleResponse<T>,
 ): NextResponse => {
   let response: NextResponse;
-  const { data, error, details, status, created } = payload;
+  const { data, error, status } = payload;
 
   if (error) {
     response = NextResponse.json(
-      { error, details: details || undefined },
+      { error: error.message, details: error.details || undefined },
       { status },
     );
   } else if (data !== undefined && data !== null) {
-    const effectiveStatus = created ? 201 : status === 201 ? 200 : status;
-    response = NextResponse.json(data, { status: effectiveStatus });
+    response = NextResponse.json(data, { status });
   } else {
     // Fallback for unexpected state (e.g. no error, but no data for a success status)
     console.error(
@@ -62,19 +60,16 @@ export const handleRouteError = (
     error instanceof SyntaxError &&
     error.message.toLowerCase().includes("json")
   ) {
-    return createApiResponse(request, {
-      error: "Invalid JSON in request body.",
-      status: 400,
-    });
+    return createApiResponse(
+      request,
+      asPostgrestFailure("Invalid JSON in request body.", "invalid"),
+    );
   }
   const message =
     error instanceof Error
       ? error.message
       : "An unexpected error occurred processing your request.";
-  return createApiResponse(request, {
-    error: message,
-    status: 500,
-  });
+  return createApiResponse(request, asPostgrestFailure(message, "invalid"));
 };
 
 /**
@@ -103,35 +98,18 @@ export const defaultGetHandler = async (
   try {
     idN = Number.parseInt((Array.isArray(id) ? id[0] : id) || "error");
   } catch (error) {
-    return createApiResponse(request, {
-      error: `${pk} is not a number`,
-      status: 400,
-    });
+    return createApiResponse(
+      request,
+      asPostgrestFailure(`${pk} is not a number`, "type"),
+    );
   }
   const supabase = await createClient();
-
-  const { data, error, status } = await supabase
+  const response = await supabase
     .from("Person")
     .select()
     .eq(pk, idN)
     .maybeSingle();
-  if (error) {
-    return createApiResponse(request, {
-      error: error.message,
-      status,
-    });
-  }
-  if (status == 404) {
-    return createApiResponse(request, {
-      error: "Not found",
-      status,
-    });
-  }
-
-  return createApiResponse(request, {
-    data,
-    status,
-  });
+  return createApiResponse(request, response);
 };
 
 /**
@@ -147,28 +125,33 @@ export const defaultDeleteHandler = async (
   try {
     idN = Number.parseInt((Array.isArray(id) ? id[0] : id) || "error");
   } catch (error) {
-    return createApiResponse(request, {
-      error: `${pk} is not a number`,
-      status: 400,
-    });
+    return createApiResponse(
+      request,
+      asPostgrestFailure(`${pk} is not a number`, "type"),
+    );
   }
   const supabase = await createClient();
 
-  const { error, status } = await supabase.from("Person").delete().eq(pk, idN);
-  if (error) {
-    return createApiResponse(request, {
-      error: error.message,
-      status,
-    });
-  }
-  if (status == 404) {
-    return createApiResponse(request, {
-      error: "Not found",
-      status,
-    });
-  }
+  const response = await supabase.from("Person").delete().eq(pk, idN);
+  return createApiResponse(request, response);
+};
 
-  return createApiResponse(request, {
+export const asPostgrestFailure = (
+  message: string,
+  code: string,
+  status: number = 400,
+): PostgrestSingleResponse<any> => {
+  return {
+    data: null,
+    error: {
+      message,
+      code,
+      details: "",
+      hint: "",
+      name: code,
+    },
+    count: null,
+    statusText: code,
     status,
-  });
+  };
 };
diff --git a/apps/website/app/utils/supabase/dbUtils.ts b/apps/website/app/utils/supabase/dbUtils.ts
index 33dfaca56..c0028158d 100644
--- a/apps/website/app/utils/supabase/dbUtils.ts
+++ b/apps/website/app/utils/supabase/dbUtils.ts
@@ -1,4 +1,8 @@
-import type { SupabaseClient, PostgrestError } from "@supabase/supabase-js";
+import type {
+  SupabaseClient,
+  PostgrestResponse,
+  PostgrestSingleResponse,
+} from "@supabase/supabase-js";
 import { Database, Tables, TablesInsert } from "~/utils/supabase/types.gen";
 
 export const known_embedding_tables: {
@@ -21,16 +25,12 @@ const foreign_key_re =
 const foreign_constraint_re =
   /insert or update on table ("?\w+"?) violates foreign key constraint ("?\w+"?)/;
 
-export type BaseEntityResult = {
-  error: string | null;
-  details?: string; // For detailed error messages, e.g., from Supabase
-  status: number; // HTTP status code to suggest
-};
-
-const processSupabaseError = (
-  error: PostgrestError,
+const processSupabaseError = <T>(
+  response: PostgrestResponse<T>,
   tableName: string,
-): BaseEntityResult => {
+): PostgrestResponse<T> => {
+  const { error } = response;
+  if (error == null) return response; // should not happen, but makes TS happy
   console.error(`Error inserting new ${tableName}:`, error);
   if (error.code === "23505") {
     // Handle race condition: unique constraint violation (PostgreSQL error code '23505')
@@ -42,51 +42,32 @@ const processSupabaseError = (
       const uniqueOn = dup_key_data[1]!.split(",").map((x) => x.trim());
       if (uniqueOn.length === 0) {
         const idx_data = unique_index_re.exec(error.message);
-        return {
-          error:
-            idx_data === null
-              ? "Could not identify the keys or index of the unique constraint"
-              : `Could not identify the keys of the unique key index ${idx_data[1]}`,
-          details: error.message,
-          status: 400,
-        };
+        response.error.message =
+          idx_data === null
+            ? "Could not identify the keys or index of the unique constraint"
+            : `Could not identify the keys of the unique key index ${idx_data[1]}`;
+        response.status = 400;
+        return response;
       }
     }
-    return {
-      error: `Unique constraint violation on ${tableName} insert, and re-fetch failed to find the entity.`,
-      details: error.message,
-      status: 409, // Conflict, and couldn't resolve by re-fetching
-    };
-  }
-  if (error.code === "23503") {
+    response.error.message = `Unique constraint violation on ${tableName} insert, and re-fetch failed to find the entity.`;
+    response.status = 409; // Conflict, and couldn't resolve by re-fetching
+  } else if (error.code === "23503") {
     // Handle foreign key constraint violations (PostgreSQL error code '23503')
     const fkey_data = foreign_key_re.exec(error.hint);
     const constraint_data = foreign_constraint_re.exec(error.message);
     console.warn(
       `Foreign violation on ${tableName}, constraint ${constraint_data ? constraint_data[2] : "unknown"}, keys ${fkey_data ? fkey_data[1] : "unknown"}`,
     );
-    return {
-      error:
-        fkey_data === null
-          ? constraint_data === null
-            ? "Could not identify the missing foreign key"
-            : `Foreign key constraint ${constraint_data[2]} violated`
-          : `Foreign key ${fkey_data[1]} is missing value ${fkey_data[2]}`,
-      details: error.message,
-      status: 400,
-    };
+    response.error.message =
+      fkey_data === null
+        ? constraint_data === null
+          ? "Could not identify the missing foreign key"
+          : `Foreign key constraint ${constraint_data[2]} violated`
+        : `Foreign key ${fkey_data[1]} is missing value ${fkey_data[2]}`;
+    response.status = 400;
   }
-
-  return {
-    error: `Database error ${error.code} while upserting in ${tableName}.`,
-    details: error.message,
-    status: 500,
-  };
-};
-
-export type GetOrCreateEntityResult<T> = BaseEntityResult & {
-  entity: T | null;
-  created: boolean;
+  return response;
 };
 
 /**
@@ -111,12 +92,8 @@ export const getOrCreateEntity = async <
   tableName: keyof Database["public"]["Tables"];
   insertData: TablesInsert<TableName>;
   uniqueOn?: (keyof TablesInsert<TableName>)[]; // Uses pKey otherwise
-}): Promise<GetOrCreateEntityResult<Tables<TableName>>> => {
-  const {
-    data: entity,
-    error: insertError,
-    status: status,
-  } = await supabase
+}): Promise<PostgrestSingleResponse<Tables<TableName>>> => {
+  const result: PostgrestSingleResponse<Tables<TableName>> = await supabase
     .from(tableName)
     .upsert(insertData, {
       onConflict: uniqueOn === undefined ? undefined : uniqueOn.join(","),
@@ -125,7 +102,7 @@ export const getOrCreateEntity = async <
     })
     .single()
     .overrideTypes<Tables<TableName>>();
-
+  const { data: entity, error: insertError, status: status } = result;
   if (insertError) {
     if (insertError.code === "23505") {
       // Handle race condition: unique constraint violation (PostgreSQL error code '23505')
@@ -144,67 +121,33 @@ export const getOrCreateEntity = async <
             insertData[key] as any, // TS gets confused here?
           );
         }
-        const { data: reFetchedEntity, error: reFetchError } =
+        const reFetchResult =
           await reFetchQueryBuilder.maybeSingle<Tables<TableName>>();
+        const { data: reFetchedEntity, error: reFetchError } = reFetchResult;
 
-        if (reFetchError) {
-          console.error(
-            `Error re-fetching ${tableName} after unique constraint violation:`,
-            reFetchError,
-          );
-          return {
-            entity: null,
-            error: `Database error after unique constraint violation for ${tableName}.`,
-            details: reFetchError.message,
-            created: false,
-            status: 500,
-          };
-        }
-        if (reFetchedEntity) {
+        if (reFetchResult === null) {
+          result.error.message = `Unique constraint violation on on (${uniqueOn.join(", ")}) in ${tableName}, and re-fetch failed to find the entity because of ${reFetchError}.`;
+          result.status = 500;
+          return result;
+        } else {
           console.log(`Found ${tableName} on re-fetch:`, reFetchedEntity);
+          // Note: Using a PostgrestResult means I cannot have both data and error non-null...
           return {
-            entity: reFetchedEntity,
-            error: "Upsert failed because of conflict with this entity",
-            created: false,
+            error: {
+              ...result.error,
+              message: `Upsert failed because of conflict with this entity: ${reFetchedEntity}"`,
+            },
+            statusText: result.statusText,
+            data: null,
+            count: null,
             status: 400,
           };
         }
-        return {
-          entity: null,
-          error: `Unique constraint violation on ${tableName} insert, and re-fetch failed to find the entity.`,
-          details: insertError.message,
-          created: false,
-          status: 409, // Conflict, and couldn't resolve by re-fetching
-        };
       }
     }
-
-    return {
-      entity: null,
-      created: false,
-      ...processSupabaseError(insertError, tableName),
-    };
-  } else if (entity) {
-    console.log(`Created new ${tableName}:`, entity);
-    return {
-      entity,
-      error: null,
-      created: status == 201,
-      status,
-    };
-  } else {
-    console.error(
-      `New ${tableName} was not returned after insert, despite no reported Supabase error.`,
-    );
-    return {
-      entity: null,
-      error: `Failed to retrieve new ${tableName} after insert operation.`,
-      details:
-        "The insert operation might have appeared successful but returned no data.",
-      created: false, // Unknown if created
-      status: 500,
-    };
+    processSupabaseError(result, tableName);
   }
+  return result;
 };
 
 export type BatchItemValidator<TInput, TProcessed> = (
@@ -220,11 +163,6 @@ export type ItemProcessor<TInput, TProcessed> = (item: TInput) => {
 
 export type ItemValidator<T> = (item: T) => string | null;
 
-export type BatchProcessResult<TRecord> = BaseEntityResult & {
-  data?: TRecord[];
-  partial_errors?: { index: number; error: string }[];
-};
-
 export const InsertValidatedBatch = async <
   TableName extends keyof Database["public"]["Tables"],
 >({
@@ -237,50 +175,34 @@ export const InsertValidatedBatch = async <
   tableName: keyof Database["public"]["Tables"];
   items: TablesInsert<TableName>[];
   uniqueOn?: (keyof TablesInsert<TableName>)[]; // Uses pKey otherwise
-}): Promise<BatchProcessResult<Tables<TableName>>> => {
-  const {
-    data: rawData,
-    error: insertError,
-    status,
-  } = await supabase
+}): Promise<PostgrestResponse<Tables<TableName>>> => {
+  const result: PostgrestResponse<Tables<TableName>> = await supabase
     .from(tableName)
     .upsert(items, {
       onConflict: uniqueOn === undefined ? undefined : uniqueOn.join(","),
       ignoreDuplicates: false,
       count: "estimated",
     })
-    .select()
-    .overrideTypes<Tables<TableName>>();
+    .select();
+  const { data, error, status } = result;
 
-  const data = (rawData || []) as Tables<TableName>[]; // TS gets confused here
-
-  if (insertError) {
-    return { data, ...processSupabaseError(insertError, tableName) };
-  }
-  if (rawData === null) {
-    console.error(`Null results while upserting ${tableName}:`, insertError);
-    return {
-      error: `Database error during batch insert of ${tableName}.`,
-      details: "Null results",
-      status: 500,
-    };
+  if (error !== null) {
+    processSupabaseError(result, tableName);
+    return result;
   }
 
   if (data.length !== items.length) {
     console.warn(
       `Batch insert ${tableName}: Mismatch between processed count (${items.length}) and DB returned count (${data?.length || 0}).`,
     );
-    return {
-      data,
-      error: `Batch insert of ${tableName} might have partially failed or returned unexpected data.`,
-      status: 500,
-    };
+    result.statusText = `Batch insert of ${tableName} might have partially failed or returned unexpected data.`;
+    result.status = 500;
   }
 
   console.log(
     `Successfully batch inserted ${data.length} ${tableName} records.`,
   );
-  return { data, status, error: null };
+  return result;
 };
 
 export const validateAndInsertBatch = async <
@@ -299,13 +221,22 @@ export const validateAndInsertBatch = async <
   uniqueOn?: (keyof TablesInsert<TableName>)[]; // Uses pKey otherwise
   inputValidator?: ItemValidator<TablesInsert<TableName>>;
   outputValidator?: ItemValidator<Tables<TableName>>;
-}): Promise<BatchProcessResult<Tables<TableName>>> => {
+}): Promise<PostgrestResponse<Tables<TableName>>> => {
   let validatedItems: TablesInsert<TableName>[] = [];
   const validationErrors: { index: number; error: string }[] = [];
   if (!Array.isArray(items) || items.length === 0) {
     return {
-      error: `Request body must be a non-empty array of ${tableName} items.`,
+      error: {
+        message: `Request body must be a non-empty array of ${tableName} items.`,
+        details: "",
+        hint: "",
+        code: "1",
+        name: "nonempty",
+      },
       status: 400,
+      data: null,
+      count: null,
+      statusText: "Empty input",
     };
   }
 
@@ -333,9 +264,17 @@ export const validateAndInsertBatch = async <
 
     if (validationErrors.length > 0) {
       return {
-        error: `Validation failed for one or more ${tableName} items.`,
-        partial_errors: validationErrors,
+        error: {
+          message: `Validation failed for one or more ${tableName} items.`,
+          details: `${validationErrors}`,
+          hint: "",
+          code: "2",
+          name: "invalid",
+        },
         status: 400,
+        data: null,
+        count: null,
+        statusText: "Validation errors",
       };
     }
   } else {
@@ -347,7 +286,7 @@ export const validateAndInsertBatch = async <
     items: validatedItems,
     uniqueOn,
   });
-  if (result.error || !result.data) {
+  if (result.error) {
     return result;
   }
   if (outputValidator !== undefined) {
@@ -366,7 +305,7 @@ export const validateAndInsertBatch = async <
       if (error !== null) {
         validationErrors.push({
           index: i,
-          error: error || "Validation failed.",
+          error: error || `Validation failed for ${item}.`,
         });
       } else {
         validatedResults.push(item);
@@ -374,11 +313,30 @@ export const validateAndInsertBatch = async <
     }
 
     if (validationErrors.length > 0) {
-      return {
-        error: `Validation failed for one or more ${tableName} results.`,
-        partial_errors: validationErrors,
-        status: 500,
-      };
+      if (validatedResults.length > 0) {
+        // Erring on the side of returning data with an error in status.
+        return {
+          error: null,
+          status: 500,
+          data: validatedResults,
+          count: validatedResults.length,
+          statusText: `Validation failed for one or more ${tableName} items, and succeeded for ${validatedResults.length}/${result.data.length}.`,
+        };
+      } else {
+        return {
+          error: {
+            message: `Post-validation failed for all ${tableName} items.`,
+            details: `${validationErrors}`,
+            hint: "",
+            code: "2",
+            name: "invalid",
+          },
+          status: 500,
+          data: null,
+          count: null,
+          statusText: "post-validation",
+        };
+      }
     }
   }
   return result;
@@ -402,13 +360,22 @@ export const processAndInsertBatch = async <
   uniqueOn?: (keyof TablesInsert<TableName>)[]; // Uses pKey otherwise
   inputProcessor: ItemProcessor<InputType, TablesInsert<TableName>>;
   outputProcessor: ItemProcessor<Tables<TableName>, OutputType>;
-}): Promise<BatchProcessResult<OutputType>> => {
+}): Promise<PostgrestResponse<OutputType>> => {
   let processedItems: TablesInsert<TableName>[] = [];
   const validationErrors: { index: number; error: string }[] = [];
   if (!Array.isArray(items) || items.length === 0) {
     return {
-      error: `Request body must be a non-empty array of ${tableName} items.`,
+      error: {
+        message: `Request body must be a non-empty array of ${tableName} items.`,
+        details: "",
+        hint: "",
+        code: "1",
+        name: "nonempty",
+      },
       status: 400,
+      data: null,
+      count: null,
+      statusText: "Empty input",
     };
   }
 
@@ -435,9 +402,17 @@ export const processAndInsertBatch = async <
 
   if (validationErrors.length > 0) {
     return {
-      error: `Validation failed for one or more ${tableName} items.`,
-      partial_errors: validationErrors,
+      error: {
+        message: `Validation failed for one or more ${tableName} items.`,
+        details: `${validationErrors}`,
+        hint: "",
+        code: "2",
+        name: "invalid",
+      },
       status: 400,
+      data: null,
+      count: null,
+      statusText: "Validation errors",
     };
   }
   const result = await InsertValidatedBatch<TableName>({
@@ -446,8 +421,8 @@ export const processAndInsertBatch = async <
     items: processedItems,
     uniqueOn,
   });
-  if (result.error || !result.data) {
-    return { ...result, data: [] };
+  if (result.error) {
+    return result;
   }
   const processedResults: OutputType[] = [];
   for (let i = 0; i < result.data.length; i++) {
@@ -472,11 +447,30 @@ export const processAndInsertBatch = async <
   }
 
   if (validationErrors.length > 0) {
-    return {
-      error: `Validation failed for one or more ${tableName} results.`,
-      partial_errors: validationErrors,
-      status: 500,
-    };
+    if (processedResults.length > 0) {
+      // Erring on the side of returning data with an error in status.
+      return {
+        error: null,
+        status: 500,
+        data: processedResults,
+        count: processedResults.length,
+        statusText: `Validation failed for one or more ${tableName} items, and succeeded for ${processedResults.length}/${result.data.length}.`,
+      };
+    } else {
+      return {
+        error: {
+          message: `Post-validation failed for all ${tableName} items.`,
+          details: `${validationErrors}`,
+          hint: "",
+          code: "2",
+          name: "invalid",
+        },
+        status: 500,
+        data: null,
+        count: null,
+        statusText: "post-validation",
+      };
+    }
   }
   return { ...result, data: processedResults };
 };

From 8b75f15cde9b4f56819dce46d2eb51d7762b6e77 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Wed, 28 May 2025 14:40:10 -0400
Subject: [PATCH 21/27] Add table parameter to default handlers

---
 .../app/api/embeddings/openai/small/route.ts  |  8 +-
 apps/website/app/api/supabase/account/[id].ts |  8 +-
 .../api/supabase/content-embedding/[id].ts    | 20 +++--
 apps/website/app/api/supabase/content/[id].ts |  8 +-
 .../website/app/api/supabase/document/[id].ts |  8 +-
 apps/website/app/api/supabase/person/[id].ts  |  8 +-
 .../website/app/api/supabase/platform/[id].ts |  8 +-
 apps/website/app/api/supabase/space/[id].ts   |  8 +-
 apps/website/app/utils/supabase/apiUtils.ts   | 84 +++++++++----------
 9 files changed, 82 insertions(+), 78 deletions(-)

diff --git a/apps/website/app/api/embeddings/openai/small/route.ts b/apps/website/app/api/embeddings/openai/small/route.ts
index 341816fc8..11da80051 100644
--- a/apps/website/app/api/embeddings/openai/small/route.ts
+++ b/apps/website/app/api/embeddings/openai/small/route.ts
@@ -21,7 +21,7 @@ type RequestBody = {
 
 const OPENAI_REQUEST_TIMEOUT_MS = 30000;
 
-export async function POST(req: NextRequest): Promise<NextResponse> {
+export const POST = async (req: NextRequest): Promise<NextResponse> => {
   let response: NextResponse;
 
   if (!apiKey) {
@@ -91,8 +91,8 @@ export async function POST(req: NextRequest): Promise<NextResponse> {
   }
 
   return cors(req, response) as NextResponse;
-}
+};
 
-export async function OPTIONS(req: NextRequest): Promise<NextResponse> {
+export const OPTIONS = async (req: NextRequest): Promise<NextResponse> => {
   return cors(req, new NextResponse(null, { status: 204 })) as NextResponse;
-}
+};
diff --git a/apps/website/app/api/supabase/account/[id].ts b/apps/website/app/api/supabase/account/[id].ts
index 8983502fe..86e8b0ca9 100644
--- a/apps/website/app/api/supabase/account/[id].ts
+++ b/apps/website/app/api/supabase/account/[id].ts
@@ -1,11 +1,11 @@
 import {
   defaultOptionsHandler,
-  defaultGetHandler,
-  defaultDeleteHandler,
+  makeDefaultGetHandler,
+  makeDefaultDeleteHandler,
 } from "~/utils/supabase/apiUtils";
 
-export const GET = defaultGetHandler;
+export const GET = makeDefaultGetHandler("Account");
 
 export const OPTIONS = defaultOptionsHandler;
 
-export const DELETE = defaultDeleteHandler;
+export const DELETE = makeDefaultDeleteHandler("Account");
diff --git a/apps/website/app/api/supabase/content-embedding/[id].ts b/apps/website/app/api/supabase/content-embedding/[id].ts
index 4cbff1701..3e182c906 100644
--- a/apps/website/app/api/supabase/content-embedding/[id].ts
+++ b/apps/website/app/api/supabase/content-embedding/[id].ts
@@ -1,17 +1,21 @@
 import { NextRequest } from "next/server";
 import {
   defaultOptionsHandler,
-  defaultGetHandler,
-  defaultDeleteHandler,
+  makeDefaultGetHandler,
+  makeDefaultDeleteHandler,
   type SegmentDataType,
 } from "~/utils/supabase/apiUtils";
 
-export const GET = async (r: NextRequest, sp: SegmentDataType) => {
-  return await defaultGetHandler(r, sp, "target_id");
-};
+// TODO: Make model agnostic
 
-export const DELETE = async (r: NextRequest, sp: SegmentDataType) => {
-  return await defaultDeleteHandler(r, sp, "target_id");
-};
+export const GET = makeDefaultGetHandler(
+  "ContentEmbedding_openai_text_embedding_3_small_1536",
+  "targetId",
+);
+
+export const DELETE = makeDefaultDeleteHandler(
+  "ContentEmbedding_openai_text_embedding_3_small_1536",
+  "targetId",
+);
 
 export const OPTIONS = defaultOptionsHandler;
diff --git a/apps/website/app/api/supabase/content/[id].ts b/apps/website/app/api/supabase/content/[id].ts
index 8983502fe..8903d1743 100644
--- a/apps/website/app/api/supabase/content/[id].ts
+++ b/apps/website/app/api/supabase/content/[id].ts
@@ -1,11 +1,11 @@
 import {
   defaultOptionsHandler,
-  defaultGetHandler,
-  defaultDeleteHandler,
+  makeDefaultGetHandler,
+  makeDefaultDeleteHandler,
 } from "~/utils/supabase/apiUtils";
 
-export const GET = defaultGetHandler;
+export const GET = makeDefaultGetHandler("Content");
 
 export const OPTIONS = defaultOptionsHandler;
 
-export const DELETE = defaultDeleteHandler;
+export const DELETE = makeDefaultDeleteHandler("Content");
diff --git a/apps/website/app/api/supabase/document/[id].ts b/apps/website/app/api/supabase/document/[id].ts
index 8983502fe..c0d09327b 100644
--- a/apps/website/app/api/supabase/document/[id].ts
+++ b/apps/website/app/api/supabase/document/[id].ts
@@ -1,11 +1,11 @@
 import {
   defaultOptionsHandler,
-  defaultGetHandler,
-  defaultDeleteHandler,
+  makeDefaultGetHandler,
+  makeDefaultDeleteHandler,
 } from "~/utils/supabase/apiUtils";
 
-export const GET = defaultGetHandler;
+export const GET = makeDefaultGetHandler("Document");
 
 export const OPTIONS = defaultOptionsHandler;
 
-export const DELETE = defaultDeleteHandler;
+export const DELETE = makeDefaultDeleteHandler("Document");
diff --git a/apps/website/app/api/supabase/person/[id].ts b/apps/website/app/api/supabase/person/[id].ts
index 8983502fe..c5338c75c 100644
--- a/apps/website/app/api/supabase/person/[id].ts
+++ b/apps/website/app/api/supabase/person/[id].ts
@@ -1,11 +1,11 @@
 import {
   defaultOptionsHandler,
-  defaultGetHandler,
-  defaultDeleteHandler,
+  makeDefaultGetHandler,
+  makeDefaultDeleteHandler,
 } from "~/utils/supabase/apiUtils";
 
-export const GET = defaultGetHandler;
+export const GET = makeDefaultGetHandler("Person");
 
 export const OPTIONS = defaultOptionsHandler;
 
-export const DELETE = defaultDeleteHandler;
+export const DELETE = makeDefaultDeleteHandler("Person");
diff --git a/apps/website/app/api/supabase/platform/[id].ts b/apps/website/app/api/supabase/platform/[id].ts
index 8983502fe..a376cb411 100644
--- a/apps/website/app/api/supabase/platform/[id].ts
+++ b/apps/website/app/api/supabase/platform/[id].ts
@@ -1,11 +1,11 @@
 import {
   defaultOptionsHandler,
-  defaultGetHandler,
-  defaultDeleteHandler,
+  makeDefaultGetHandler,
+  makeDefaultDeleteHandler,
 } from "~/utils/supabase/apiUtils";
 
-export const GET = defaultGetHandler;
+export const GET = makeDefaultGetHandler("Platform");
 
 export const OPTIONS = defaultOptionsHandler;
 
-export const DELETE = defaultDeleteHandler;
+export const DELETE = makeDefaultDeleteHandler("Platform");
diff --git a/apps/website/app/api/supabase/space/[id].ts b/apps/website/app/api/supabase/space/[id].ts
index 8983502fe..0de4197c1 100644
--- a/apps/website/app/api/supabase/space/[id].ts
+++ b/apps/website/app/api/supabase/space/[id].ts
@@ -1,11 +1,11 @@
 import {
   defaultOptionsHandler,
-  defaultGetHandler,
-  defaultDeleteHandler,
+  makeDefaultGetHandler,
+  makeDefaultDeleteHandler,
 } from "~/utils/supabase/apiUtils";
 
-export const GET = defaultGetHandler;
+export const GET = makeDefaultGetHandler("Space");
 
 export const OPTIONS = defaultOptionsHandler;
 
-export const DELETE = defaultDeleteHandler;
+export const DELETE = makeDefaultDeleteHandler("Space");
diff --git a/apps/website/app/utils/supabase/apiUtils.ts b/apps/website/app/utils/supabase/apiUtils.ts
index 39cf34e36..ac0cd4b18 100644
--- a/apps/website/app/utils/supabase/apiUtils.ts
+++ b/apps/website/app/utils/supabase/apiUtils.ts
@@ -4,8 +4,10 @@ import {
   PostgrestSingleResponse,
 } from "@supabase/supabase-js";
 
+import { Database } from "./types.gen";
 import { createClient } from "~/utils/supabase/server";
 import cors from "~/utils/llm/cors";
+import { Segment } from "next/dist/server/app-render/types";
 
 /**
  * Sends a standardized JSON response.
@@ -88,53 +90,51 @@ export type SegmentDataType = { params: ApiParams };
 /**
  * Default GET handler for retrieving a resource by Id
  */
-export const defaultGetHandler = async (
-  request: NextRequest,
-  segmentData: SegmentDataType,
-  pk: string = "id",
-): Promise<NextResponse> => {
-  const { id } = await segmentData.params;
-  let idN: number;
-  try {
-    idN = Number.parseInt((Array.isArray(id) ? id[0] : id) || "error");
-  } catch (error) {
-    return createApiResponse(
-      request,
-      asPostgrestFailure(`${pk} is not a number`, "type"),
-    );
-  }
-  const supabase = await createClient();
-  const response = await supabase
-    .from("Person")
-    .select()
-    .eq(pk, idN)
-    .maybeSingle();
-  return createApiResponse(request, response);
-};
+export const makeDefaultGetHandler =
+  (tableName: keyof Database["public"]["Tables"], pk: string = "id") =>
+  async (
+    request: NextRequest,
+    segmentData: SegmentDataType,
+  ): Promise<NextResponse> => {
+    const { id } = await segmentData.params;
+    const idN = Number.parseInt((Array.isArray(id) ? id[0] : id) || "error");
+    if (isNaN(idN)) {
+      return createApiResponse(
+        request,
+        asPostgrestFailure(`${pk} is not a number`, "type"),
+      );
+    }
+    const supabase = await createClient();
+    const response = await supabase
+      .from(tableName)
+      .select()
+      .eq(pk, idN)
+      .maybeSingle();
+    return createApiResponse(request, response);
+  };
 
 /**
  * Default DELETE handler for deleting a resource by ID
  */
-export const defaultDeleteHandler = async (
-  request: NextRequest,
-  segmentData: SegmentDataType,
-  pk: string = "id",
-): Promise<NextResponse> => {
-  const { id } = await segmentData.params;
-  let idN: number;
-  try {
-    idN = Number.parseInt((Array.isArray(id) ? id[0] : id) || "error");
-  } catch (error) {
-    return createApiResponse(
-      request,
-      asPostgrestFailure(`${pk} is not a number`, "type"),
-    );
-  }
-  const supabase = await createClient();
+export const makeDefaultDeleteHandler =
+  (tableName: keyof Database["public"]["Tables"], pk: string = "id") =>
+  async (
+    request: NextRequest,
+    segmentData: SegmentDataType,
+  ): Promise<NextResponse> => {
+    const { id } = await segmentData.params;
+    const idN = Number.parseInt((Array.isArray(id) ? id[0] : id) || "error");
+    if (isNaN(idN)) {
+      return createApiResponse(
+        request,
+        asPostgrestFailure(`${pk} is not a number`, "type"),
+      );
+    }
+    const supabase = await createClient();
 
-  const response = await supabase.from("Person").delete().eq(pk, idN);
-  return createApiResponse(request, response);
-};
+    const response = await supabase.from(tableName).delete().eq(pk, idN);
+    return createApiResponse(request, response);
+  };
 
 export const asPostgrestFailure = (
   message: string,

From f18c87ee39d83eff44666e48b79ab8156131fd4c Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Wed, 28 May 2025 15:27:43 -0400
Subject: [PATCH 22/27] More renames, fix dangling agent

---
 .../website/app/api/supabase/account/route.ts |  2 +-
 .../api/supabase/content-embedding/[id].ts    |  2 --
 .../supabase/content-embedding/batch/route.ts | 30 +++++++++----------
 .../api/supabase/content-embedding/route.ts   |  8 ++---
 .../website/app/api/supabase/content/route.ts |  2 +-
 .../app/api/supabase/document/route.ts        |  2 +-
 apps/website/app/api/supabase/person/route.ts | 18 +++++++----
 .../app/api/supabase/platform/route.ts        |  2 +-
 apps/website/app/api/supabase/space/route.ts  |  2 +-
 apps/website/app/utils/supabase/apiUtils.ts   |  5 ++--
 apps/website/app/utils/supabase/dbUtils.ts    | 30 +++++++++----------
 apps/website/app/utils/supabase/validators.ts | 18 +++++------
 12 files changed, 62 insertions(+), 59 deletions(-)

diff --git a/apps/website/app/api/supabase/account/route.ts b/apps/website/app/api/supabase/account/route.ts
index 3f66ecd18..50418addd 100644
--- a/apps/website/app/api/supabase/account/route.ts
+++ b/apps/website/app/api/supabase/account/route.ts
@@ -35,7 +35,7 @@ const getOrCreateAccount = async (
   } = accountData;
 
   const error = validateAccount(accountData);
-  if (error != null) return asPostgrestFailure(error, "invalid");
+  if (error !== null) return asPostgrestFailure(error, "invalid");
 
   const supabase = await supabasePromise;
 
diff --git a/apps/website/app/api/supabase/content-embedding/[id].ts b/apps/website/app/api/supabase/content-embedding/[id].ts
index 3e182c906..c2208ef85 100644
--- a/apps/website/app/api/supabase/content-embedding/[id].ts
+++ b/apps/website/app/api/supabase/content-embedding/[id].ts
@@ -1,9 +1,7 @@
-import { NextRequest } from "next/server";
 import {
   defaultOptionsHandler,
   makeDefaultGetHandler,
   makeDefaultDeleteHandler,
-  type SegmentDataType,
 } from "~/utils/supabase/apiUtils";
 
 // TODO: Make model agnostic
diff --git a/apps/website/app/api/supabase/content-embedding/batch/route.ts b/apps/website/app/api/supabase/content-embedding/batch/route.ts
index 95883bbd5..eb6f33ec5 100644
--- a/apps/website/app/api/supabase/content-embedding/batch/route.ts
+++ b/apps/website/app/api/supabase/content-embedding/batch/route.ts
@@ -10,7 +10,7 @@ import {
 } from "~/utils/supabase/apiUtils";
 import {
   processAndInsertBatch,
-  known_embedding_tables,
+  KNOWN_EMBEDDING_TABLES,
 } from "~/utils/supabase/dbUtils";
 import {
   ApiInputEmbeddingItem,
@@ -28,16 +28,16 @@ const batchInsertEmbeddingsProcess = async (
   // groupBy is node21 only, we are using 20. Group by model, by hand.
   // Note: This means that later index values may be totally wrong.
   // Note2: The key is a ModelName, but I cannot use an enum as a key.
-  const by_model: { [key: string]: ApiInputEmbeddingItem[] } = {};
+  const byModel: { [key: string]: ApiInputEmbeddingItem[] } = {};
   try {
-    embeddingItems.reduce((acc, item, index) => {
+    embeddingItems.reduce((acc, item) => {
       const model = item?.model || DEFAULT_MODEL;
       if (acc[model] === undefined) {
         acc[model] = [];
       }
       acc[model]!.push(item);
       return acc;
-    }, by_model);
+    }, byModel);
   } catch (error) {
     if (error instanceof Error) {
       return asPostgrestFailure(error.message, "exception");
@@ -46,14 +46,14 @@ const batchInsertEmbeddingsProcess = async (
   }
 
   const globalResults: ApiOutputEmbeddingRecord[] = [];
-  const partial_errors: string[] = [];
+  const partialErrors: string[] = [];
   let created = false,
     count = 0,
     has_400 = false;
-  for (const model_name of Object.keys(by_model)) {
-    const embeddingItemsSet = by_model[model_name];
-    const table_data = known_embedding_tables[model_name];
-    if (table_data === undefined) continue;
+  for (const modelName of Object.keys(byModel)) {
+    const embeddingItemsSet = byModel[modelName];
+    const tableData = KNOWN_EMBEDDING_TABLES[modelName];
+    if (tableData === undefined) continue;
     const results = await processAndInsertBatch<
       // any ContentEmbedding table for type checking purposes only
       "ContentEmbedding_openai_text_embedding_3_small_1536",
@@ -62,7 +62,7 @@ const batchInsertEmbeddingsProcess = async (
     >({
       supabase,
       items: embeddingItemsSet!,
-      tableName: table_data.table_name,
+      tableName: tableData.tableName,
       inputProcessor: embeddingInputProcessing,
       outputProcessor: embeddingOutputProcessing,
     });
@@ -71,18 +71,18 @@ const batchInsertEmbeddingsProcess = async (
       globalResults.push(...results.data);
       created = created || results.status === 201;
     } else {
-      partial_errors.push(results.error.message);
-      if (results.status == 400) has_400 = true;
+      partialErrors.push(results.error.message);
+      if (results.status === 400) has_400 = true;
     }
   }
   if (count > 0) {
-    if (partial_errors.length > 0) {
+    if (partialErrors.length > 0) {
       return {
         data: globalResults,
         error: null,
         status: has_400 ? 400 : 500,
         count,
-        statusText: partial_errors.join("; "),
+        statusText: partialErrors.join("; "),
       };
     } else
       return {
@@ -94,7 +94,7 @@ const batchInsertEmbeddingsProcess = async (
       };
   } else {
     return asPostgrestFailure(
-      partial_errors.join("; "),
+      partialErrors.join("; "),
       "multiple",
       has_400 ? 400 : 500,
     );
diff --git a/apps/website/app/api/supabase/content-embedding/route.ts b/apps/website/app/api/supabase/content-embedding/route.ts
index ca59bdd88..2feddf511 100644
--- a/apps/website/app/api/supabase/content-embedding/route.ts
+++ b/apps/website/app/api/supabase/content-embedding/route.ts
@@ -10,7 +10,7 @@ import {
 } from "~/utils/supabase/apiUtils";
 import {
   getOrCreateEntity,
-  known_embedding_tables,
+  KNOWN_EMBEDDING_TABLES,
 } from "~/utils/supabase/dbUtils";
 import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
 import {
@@ -41,18 +41,18 @@ const processAndCreateEmbedding = async (
     return asPostgrestFailure(error || "unknown error", "valid");
   const supabase = await supabasePromise;
   const tableData =
-    known_embedding_tables[processedItem.model || DEFAULT_MODEL];
+    KNOWN_EMBEDDING_TABLES[processedItem.model || DEFAULT_MODEL];
 
   if (!tableData) return asPostgrestFailure("Unknown model", "unknown");
 
-  const { table_name } = tableData;
+  const { tableName } = tableData;
   // Using getOrCreateEntity, forcing create path by providing non-matching criteria
   // This standardizes return type and error handling (e.g., FK violations from dbUtils)
   const result =
     await getOrCreateEntity<"ContentEmbedding_openai_text_embedding_3_small_1536">(
       {
         supabase,
-        tableName: table_name,
+        tableName,
         insertData: processedItem,
       },
     );
diff --git a/apps/website/app/api/supabase/content/route.ts b/apps/website/app/api/supabase/content/route.ts
index 8af7ef338..739e21a91 100644
--- a/apps/website/app/api/supabase/content/route.ts
+++ b/apps/website/app/api/supabase/content/route.ts
@@ -20,7 +20,7 @@ const processAndUpsertContentEntry = async (
   data: ContentDataInput,
 ): Promise<PostgrestSingleResponse<ContentRecord>> => {
   const error = contentInputValidation(data);
-  if (error != null) return asPostgrestFailure(error, "invalid");
+  if (error !== null) return asPostgrestFailure(error, "invalid");
 
   const supabase = await supabasePromise;
 
diff --git a/apps/website/app/api/supabase/document/route.ts b/apps/website/app/api/supabase/document/route.ts
index e299cdedf..e6ece693b 100644
--- a/apps/website/app/api/supabase/document/route.ts
+++ b/apps/website/app/api/supabase/document/route.ts
@@ -49,7 +49,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
   try {
     const body: DocumentDataInput = await request.json();
     const error = validateDocument(body);
-    if (error != null)
+    if (error !== null)
       return createApiResponse(request, asPostgrestFailure(error, "invalid"));
 
     const result = await createDocument(supabasePromise, body);
diff --git a/apps/website/app/api/supabase/person/route.ts b/apps/website/app/api/supabase/person/route.ts
index f018eb8f5..f3d010b70 100644
--- a/apps/website/app/api/supabase/person/route.ts
+++ b/apps/website/app/api/supabase/person/route.ts
@@ -33,24 +33,30 @@ const getOrCreatePersonInternal = async (
   orcid: string | null | undefined,
 ): Promise<PostgrestSingleResponse<PersonRecord>> => {
   const supabase = await supabasePromise;
-  const agent_response = await getOrCreateEntity<"Agent">({
+  // TODO: Rewrite in a transaction with the ORM later.
+  const agentResponse = await getOrCreateEntity<"Agent">({
     supabase,
     tableName: "Agent",
     insertData: { type: "Person" },
   });
-  if (agent_response.error || agent_response.data === null)
-    return agent_response as any as PostgrestSingleResponse<PersonRecord>;
-  return getOrCreateEntity<"Person">({
+  if (agentResponse.error || agentResponse.data === null)
+    return agentResponse as any as PostgrestSingleResponse<PersonRecord>;
+  const result = await getOrCreateEntity<"Person">({
     supabase,
     tableName: "Person",
     insertData: {
-      id: agent_response.data.id,
+      id: agentResponse.data.id,
       email: email.trim(),
       name: name.trim(),
       orcid: orcid || null,
     },
     uniqueOn: ["email"],
   });
+  if (result.error) {
+    await supabase.from("Agent").delete().eq("id", agentResponse.data.id);
+    // not much to do if an error here
+  }
+  return result;
 };
 
 export const POST = async (request: NextRequest): Promise<NextResponse> => {
@@ -60,7 +66,7 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
     const body: PersonDataInput = await request.json();
     const { name, email, orcid = null } = body;
     const error = personValidator(body);
-    if (error != null)
+    if (error !== null)
       return createApiResponse(request, asPostgrestFailure(error, "invalid"));
 
     const personResult = await getOrCreatePersonInternal(
diff --git a/apps/website/app/api/supabase/platform/route.ts b/apps/website/app/api/supabase/platform/route.ts
index 03b6cd680..3fe50df5f 100644
--- a/apps/website/app/api/supabase/platform/route.ts
+++ b/apps/website/app/api/supabase/platform/route.ts
@@ -29,7 +29,7 @@ const getOrCreatePlatformFromURL = async (
   platform: PlatformDataInput,
 ): Promise<PostgrestSingleResponse<PlatformRecord>> => {
   const error = platformValidator(platform);
-  if (error != null) return asPostgrestFailure(error, "invalid");
+  if (error !== null) return asPostgrestFailure(error, "invalid");
   const lowerCaseURL = platform.url.toLowerCase();
 
   if (lowerCaseURL.includes("roamresearch.com")) {
diff --git a/apps/website/app/api/supabase/space/route.ts b/apps/website/app/api/supabase/space/route.ts
index 9823f20c4..b42e1b743 100644
--- a/apps/website/app/api/supabase/space/route.ts
+++ b/apps/website/app/api/supabase/space/route.ts
@@ -38,7 +38,7 @@ const processAndGetOrCreateSpace = async (
 ): Promise<PostgrestSingleResponse<SpaceRecord>> => {
   const { name, url, platform_id } = data;
   const error = spaceValidator(data);
-  if (error != null) return asPostgrestFailure(error, "invalid");
+  if (error !== null) return asPostgrestFailure(error, "invalid");
 
   const normalizedUrl = url.trim().replace(/\/$/, "");
   const trimmedName = name.trim();
diff --git a/apps/website/app/utils/supabase/apiUtils.ts b/apps/website/app/utils/supabase/apiUtils.ts
index ac0cd4b18..bff6d445d 100644
--- a/apps/website/app/utils/supabase/apiUtils.ts
+++ b/apps/website/app/utils/supabase/apiUtils.ts
@@ -7,7 +7,6 @@ import {
 import { Database } from "./types.gen";
 import { createClient } from "~/utils/supabase/server";
 import cors from "~/utils/llm/cors";
-import { Segment } from "next/dist/server/app-render/types";
 
 /**
  * Sends a standardized JSON response.
@@ -97,7 +96,7 @@ export const makeDefaultGetHandler =
     segmentData: SegmentDataType,
   ): Promise<NextResponse> => {
     const { id } = await segmentData.params;
-    const idN = Number.parseInt((Array.isArray(id) ? id[0] : id) || "error");
+    const idN = Number.parseInt(id);
     if (isNaN(idN)) {
       return createApiResponse(
         request,
@@ -123,7 +122,7 @@ export const makeDefaultDeleteHandler =
     segmentData: SegmentDataType,
   ): Promise<NextResponse> => {
     const { id } = await segmentData.params;
-    const idN = Number.parseInt((Array.isArray(id) ? id[0] : id) || "error");
+    const idN = Number.parseInt(id);
     if (isNaN(idN)) {
       return createApiResponse(
         request,
diff --git a/apps/website/app/utils/supabase/dbUtils.ts b/apps/website/app/utils/supabase/dbUtils.ts
index c0028158d..1bfc07d03 100644
--- a/apps/website/app/utils/supabase/dbUtils.ts
+++ b/apps/website/app/utils/supabase/dbUtils.ts
@@ -5,24 +5,24 @@ import type {
 } from "@supabase/supabase-js";
 import { Database, Tables, TablesInsert } from "~/utils/supabase/types.gen";
 
-export const known_embedding_tables: {
+export const KNOWN_EMBEDDING_TABLES: {
   [key: string]: {
-    table_name: keyof Database["public"]["Tables"];
-    table_size: number;
+    tableName: keyof Database["public"]["Tables"];
+    tableSize: number;
   };
 } = {
   openai_text_embedding_3_small_1536: {
-    table_name: "ContentEmbedding_openai_text_embedding_3_small_1536",
-    table_size: 1536,
+    tableName: "ContentEmbedding_openai_text_embedding_3_small_1536",
+    tableSize: 1536,
   },
 };
 
-const unique_key_re = /^Key \(([^)]+)\)=\(([\^)]+)\) already exists\.$/;
-const unique_index_re =
+const UNIQUE_KEY_RE = /^Key \(([^)]+)\)=\(([\^)]+)\) already exists\.$/;
+const UNIQUE_INDEX_RE =
   /duplicate key value violates unique constraint "(\w+)"/;
-const foreign_key_re =
+const FOREIGN_KEY_RE =
   /Keys? \(([^)]+)\)=\(([^)]+)\) (is|are) not present in table ("?\w+"?)./;
-const foreign_constraint_re =
+const FOREIGN_CONSTRAINT_RE =
   /insert or update on table ("?\w+"?) violates foreign key constraint ("?\w+"?)/;
 
 const processSupabaseError = <T>(
@@ -37,11 +37,11 @@ const processSupabaseError = <T>(
     console.warn(
       `Unique constraint violation on ${tableName} insert .\nError is ${error.message}, ${error.hint}.`,
     );
-    const dup_key_data = unique_key_re.exec(error.hint);
+    const dup_key_data = UNIQUE_KEY_RE.exec(error.hint);
     if (dup_key_data !== null && dup_key_data.length > 1) {
       const uniqueOn = dup_key_data[1]!.split(",").map((x) => x.trim());
       if (uniqueOn.length === 0) {
-        const idx_data = unique_index_re.exec(error.message);
+        const idx_data = UNIQUE_INDEX_RE.exec(error.message);
         response.error.message =
           idx_data === null
             ? "Could not identify the keys or index of the unique constraint"
@@ -54,8 +54,8 @@ const processSupabaseError = <T>(
     response.status = 409; // Conflict, and couldn't resolve by re-fetching
   } else if (error.code === "23503") {
     // Handle foreign key constraint violations (PostgreSQL error code '23503')
-    const fkey_data = foreign_key_re.exec(error.hint);
-    const constraint_data = foreign_constraint_re.exec(error.message);
+    const fkey_data = FOREIGN_KEY_RE.exec(error.hint);
+    const constraint_data = FOREIGN_CONSTRAINT_RE.exec(error.message);
     console.warn(
       `Foreign violation on ${tableName}, constraint ${constraint_data ? constraint_data[2] : "unknown"}, keys ${fkey_data ? fkey_data[1] : "unknown"}`,
     );
@@ -102,11 +102,11 @@ export const getOrCreateEntity = async <
     })
     .single()
     .overrideTypes<Tables<TableName>>();
-  const { data: entity, error: insertError, status: status } = result;
+  const { error: insertError } = result;
   if (insertError) {
     if (insertError.code === "23505") {
       // Handle race condition: unique constraint violation (PostgreSQL error code '23505')
-      const dup_key_data = unique_key_re.exec(insertError.hint);
+      const dup_key_data = UNIQUE_KEY_RE.exec(insertError.hint);
       if (dup_key_data !== null && dup_key_data.length > 1)
         uniqueOn = dup_key_data[1]!
           .split(",")
diff --git a/apps/website/app/utils/supabase/validators.ts b/apps/website/app/utils/supabase/validators.ts
index cd6e730f8..f691538f2 100644
--- a/apps/website/app/utils/supabase/validators.ts
+++ b/apps/website/app/utils/supabase/validators.ts
@@ -1,5 +1,5 @@
 import {
-  known_embedding_tables,
+  KNOWN_EMBEDDING_TABLES,
   ItemProcessor,
   ItemValidator,
 } from "./dbUtils";
@@ -42,11 +42,11 @@ export const embeddingInputValidation: ItemValidator<ApiInputEmbeddingItem> = (
   if (
     !model ||
     typeof model !== "string" ||
-    known_embedding_tables[model] == undefined
+    KNOWN_EMBEDDING_TABLES[model] == undefined
   ) {
     return "Missing or invalid model name.";
   }
-  const { table_size } = known_embedding_tables[model];
+  const { tableSize } = KNOWN_EMBEDDING_TABLES[model];
 
   if (
     !vector ||
@@ -55,8 +55,8 @@ export const embeddingInputValidation: ItemValidator<ApiInputEmbeddingItem> = (
   ) {
     return "Missing or invalid vector. Must be an array of numbers.";
   }
-  if (vector.length != table_size) {
-    return `Invalid vector length. Expected ${table_size}, got ${vector.length}.`;
+  if (vector.length != tableSize) {
+    return `Invalid vector length. Expected ${tableSize}, got ${vector.length}.`;
   }
   if (data.obsolete !== undefined && typeof data.obsolete !== "boolean") {
     return "Invalid type for obsolete. Must be a boolean.";
@@ -85,15 +85,15 @@ export const embeddingOutputValidation: ItemValidator<
   if (
     !model ||
     typeof model !== "string" ||
-    known_embedding_tables[model] == undefined
+    KNOWN_EMBEDDING_TABLES[model] == undefined
   ) {
     return "Missing or invalid model name.";
   }
 
-  const { table_size } = known_embedding_tables[model];
+  const { tableSize } = KNOWN_EMBEDDING_TABLES[model];
 
-  if (vector.length != table_size) {
-    return `Invalid vector length. Expected ${table_size}, got ${vector.length}.`;
+  if (vector.length != tableSize) {
+    return `Invalid vector length. Expected ${tableSize}, got ${vector.length}.`;
   }
   return null;
 };

From 6f2185ed7adbed9de95b807252d289ad9460e017 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Wed, 28 May 2025 15:47:25 -0400
Subject: [PATCH 23/27] more corrections

---
 apps/website/app/api/supabase/account/route.ts  | 14 --------------
 apps/website/app/api/supabase/document/route.ts |  6 ++++--
 apps/website/app/api/supabase/platform/route.ts |  7 ++++++-
 apps/website/app/utils/supabase/apiUtils.ts     |  2 +-
 apps/website/app/utils/supabase/validators.ts   |  8 ++++----
 5 files changed, 15 insertions(+), 22 deletions(-)

diff --git a/apps/website/app/api/supabase/account/route.ts b/apps/website/app/api/supabase/account/route.ts
index 50418addd..c72f35d8a 100644
--- a/apps/website/app/api/supabase/account/route.ts
+++ b/apps/website/app/api/supabase/account/route.ts
@@ -59,20 +59,6 @@ export const POST = async (request: NextRequest): Promise<NextResponse> => {
 
   try {
     const body: AccountDataInput = await request.json();
-
-    if (body.agent_id === undefined || body.agent_id === null) {
-      return createApiResponse(
-        request,
-        asPostgrestFailure("Missing or invalid agent_id.", "invalid"),
-      );
-    }
-    if (body.platform_id === undefined || body.platform_id === null) {
-      return createApiResponse(
-        request,
-        asPostgrestFailure("Missing or invalid platform_id.", "invalid"),
-      );
-    }
-
     const result = await getOrCreateAccount(supabasePromise, body);
 
     return createApiResponse(request, result);
diff --git a/apps/website/app/api/supabase/document/route.ts b/apps/website/app/api/supabase/document/route.ts
index e6ece693b..45efa0623 100644
--- a/apps/website/app/api/supabase/document/route.ts
+++ b/apps/website/app/api/supabase/document/route.ts
@@ -17,10 +17,12 @@ type DocumentRecord = Tables<"Document">;
 const validateDocument: ItemValidator<DocumentDataInput> = (data) => {
   if (!data || typeof data !== "object")
     return "Invalid request body: expected a JSON object.";
-  const { space_id, author_id } = data;
+  const { space_id, author_id, source_local_id } = data;
 
-  if (!space_id) return "Missing required space_id field.";
   if (!author_id) return "Missing required author_id field.";
+  // Note: Those are only mandatory together.
+  if ((space_id === null) !== (source_local_id === null))
+    return "Either specify both source_id and source_local_id or neither.";
   return null;
 };
 
diff --git a/apps/website/app/api/supabase/platform/route.ts b/apps/website/app/api/supabase/platform/route.ts
index 3fe50df5f..d40e13759 100644
--- a/apps/website/app/api/supabase/platform/route.ts
+++ b/apps/website/app/api/supabase/platform/route.ts
@@ -17,7 +17,12 @@ type PlatformRecord = Tables<"Platform">;
 const platformValidator: ItemValidator<PlatformDataInput> = (platform) => {
   if (!platform || typeof platform !== "object")
     return "Invalid request body: expected a JSON object.";
-  const lowerCaseURL = platform.url?.toLowerCase();
+
+  if (!platform.url || typeof platform.url !== "string") {
+    return "Missing or invalid url field.";
+  }
+
+  const lowerCaseURL = platform.url.toLowerCase();
 
   if (!lowerCaseURL.includes("roamresearch.com"))
     return "Could not determine platform from URL:";
diff --git a/apps/website/app/utils/supabase/apiUtils.ts b/apps/website/app/utils/supabase/apiUtils.ts
index bff6d445d..4f83a04c3 100644
--- a/apps/website/app/utils/supabase/apiUtils.ts
+++ b/apps/website/app/utils/supabase/apiUtils.ts
@@ -4,7 +4,7 @@ import {
   PostgrestSingleResponse,
 } from "@supabase/supabase-js";
 
-import { Database } from "./types.gen";
+import { Database } from "@repo/database/types.gen";
 import { createClient } from "~/utils/supabase/server";
 import cors from "~/utils/llm/cors";
 
diff --git a/apps/website/app/utils/supabase/validators.ts b/apps/website/app/utils/supabase/validators.ts
index f691538f2..915596a64 100644
--- a/apps/website/app/utils/supabase/validators.ts
+++ b/apps/website/app/utils/supabase/validators.ts
@@ -55,7 +55,7 @@ export const embeddingInputValidation: ItemValidator<ApiInputEmbeddingItem> = (
   ) {
     return "Missing or invalid vector. Must be an array of numbers.";
   }
-  if (vector.length != tableSize) {
+  if (vector.length !== tableSize) {
     return `Invalid vector length. Expected ${tableSize}, got ${vector.length}.`;
   }
   if (data.obsolete !== undefined && typeof data.obsolete !== "boolean") {
@@ -74,7 +74,7 @@ export const embeddingInputProcessing: ItemProcessor<
   }
   return {
     valid: true,
-    data: { ...data, vector: JSON.stringify(data.vector) },
+    processedItem: { ...data, vector: JSON.stringify(data.vector) },
   };
 };
 
@@ -92,7 +92,7 @@ export const embeddingOutputValidation: ItemValidator<
 
   const { tableSize } = KNOWN_EMBEDDING_TABLES[model];
 
-  if (vector.length != tableSize) {
+  if (vector.length !== tableSize) {
     return `Invalid vector length. Expected ${tableSize}, got ${vector.length}.`;
   }
   return null;
@@ -110,7 +110,7 @@ export const embeddingOutputProcessing: ItemProcessor<
     }
     return {
       valid: true,
-      data: processedData,
+      processedItem: processedData,
     };
   } catch (error) {
     if (error instanceof SyntaxError) {

From 86c973a98734f8f106d91542595a438baddd6c88 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Wed, 28 May 2025 16:12:20 -0400
Subject: [PATCH 24/27] do not copy supabase file

---
 .../website/app/api/supabase/account/route.ts |   2 +-
 .../api/supabase/content-embedding/route.ts   |   2 +-
 .../website/app/api/supabase/content/route.ts |   2 +-
 .../app/api/supabase/document/route.ts        |   2 +-
 apps/website/app/api/supabase/person/route.ts |   2 +-
 .../app/api/supabase/platform/route.ts        |   2 +-
 apps/website/app/api/supabase/space/route.ts  |   2 +-
 apps/website/app/utils/supabase/apiUtils.ts   |   2 +-
 apps/website/app/utils/supabase/dbUtils.ts    |   2 +-
 apps/website/app/utils/supabase/server.ts     |   2 +-
 apps/website/app/utils/supabase/types.gen.ts  | 803 ------------------
 apps/website/package.json                     |   1 +
 package-lock.json                             |   1 +
 packages/database/package.json                |   2 +-
 14 files changed, 13 insertions(+), 814 deletions(-)
 delete mode 100644 apps/website/app/utils/supabase/types.gen.ts

diff --git a/apps/website/app/api/supabase/account/route.ts b/apps/website/app/api/supabase/account/route.ts
index c72f35d8a..30d352ff1 100644
--- a/apps/website/app/api/supabase/account/route.ts
+++ b/apps/website/app/api/supabase/account/route.ts
@@ -9,7 +9,7 @@ import {
   defaultOptionsHandler,
   asPostgrestFailure,
 } from "~/utils/supabase/apiUtils";
-import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
+import { Tables, TablesInsert } from "@repo/database/types.gen.ts";
 
 type AccountDataInput = TablesInsert<"Account">;
 type AccountRecord = Tables<"Account">;
diff --git a/apps/website/app/api/supabase/content-embedding/route.ts b/apps/website/app/api/supabase/content-embedding/route.ts
index 2feddf511..5db9b1002 100644
--- a/apps/website/app/api/supabase/content-embedding/route.ts
+++ b/apps/website/app/api/supabase/content-embedding/route.ts
@@ -12,7 +12,7 @@ import {
   getOrCreateEntity,
   KNOWN_EMBEDDING_TABLES,
 } from "~/utils/supabase/dbUtils";
-import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
+import { Tables, TablesInsert } from "@repo/database/types.gen.ts";
 import {
   ApiInputEmbeddingItem,
   ApiOutputEmbeddingRecord,
diff --git a/apps/website/app/api/supabase/content/route.ts b/apps/website/app/api/supabase/content/route.ts
index 739e21a91..ee8ede52c 100644
--- a/apps/website/app/api/supabase/content/route.ts
+++ b/apps/website/app/api/supabase/content/route.ts
@@ -10,7 +10,7 @@ import {
   asPostgrestFailure,
 } from "~/utils/supabase/apiUtils";
 import { contentInputValidation } from "~/utils/supabase/validators";
-import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
+import { Tables, TablesInsert } from "@repo/database/types.gen.ts";
 
 type ContentDataInput = TablesInsert<"Content">;
 type ContentRecord = Tables<"Content">;
diff --git a/apps/website/app/api/supabase/document/route.ts b/apps/website/app/api/supabase/document/route.ts
index 45efa0623..ea07967e3 100644
--- a/apps/website/app/api/supabase/document/route.ts
+++ b/apps/website/app/api/supabase/document/route.ts
@@ -9,7 +9,7 @@ import {
   defaultOptionsHandler,
   asPostgrestFailure,
 } from "~/utils/supabase/apiUtils";
-import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
+import { Tables, TablesInsert } from "@repo/database/types.gen.ts";
 
 type DocumentDataInput = TablesInsert<"Document">;
 type DocumentRecord = Tables<"Document">;
diff --git a/apps/website/app/api/supabase/person/route.ts b/apps/website/app/api/supabase/person/route.ts
index f3d010b70..3b87fdb44 100644
--- a/apps/website/app/api/supabase/person/route.ts
+++ b/apps/website/app/api/supabase/person/route.ts
@@ -9,7 +9,7 @@ import {
   defaultOptionsHandler,
   asPostgrestFailure,
 } from "~/utils/supabase/apiUtils";
-import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
+import { Tables, TablesInsert } from "@repo/database/types.gen.ts";
 
 type PersonDataInput = TablesInsert<"Person">;
 type PersonRecord = Tables<"Person">;
diff --git a/apps/website/app/api/supabase/platform/route.ts b/apps/website/app/api/supabase/platform/route.ts
index d40e13759..de0b7de99 100644
--- a/apps/website/app/api/supabase/platform/route.ts
+++ b/apps/website/app/api/supabase/platform/route.ts
@@ -9,7 +9,7 @@ import {
   defaultOptionsHandler,
   asPostgrestFailure,
 } from "~/utils/supabase/apiUtils";
-import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
+import { Tables, TablesInsert } from "@repo/database/types.gen.ts";
 
 type PlatformDataInput = TablesInsert<"Platform">;
 type PlatformRecord = Tables<"Platform">;
diff --git a/apps/website/app/api/supabase/space/route.ts b/apps/website/app/api/supabase/space/route.ts
index b42e1b743..c4fbb0020 100644
--- a/apps/website/app/api/supabase/space/route.ts
+++ b/apps/website/app/api/supabase/space/route.ts
@@ -9,7 +9,7 @@ import {
   defaultOptionsHandler,
   asPostgrestFailure,
 } from "~/utils/supabase/apiUtils";
-import { Tables, TablesInsert } from "~/utils/supabase/types.gen";
+import { Tables, TablesInsert } from "@repo/database/types.gen.ts";
 
 type SpaceDataInput = TablesInsert<"Space">;
 type SpaceRecord = Tables<"Space">;
diff --git a/apps/website/app/utils/supabase/apiUtils.ts b/apps/website/app/utils/supabase/apiUtils.ts
index 4f83a04c3..d4ce8950c 100644
--- a/apps/website/app/utils/supabase/apiUtils.ts
+++ b/apps/website/app/utils/supabase/apiUtils.ts
@@ -4,7 +4,7 @@ import {
   PostgrestSingleResponse,
 } from "@supabase/supabase-js";
 
-import { Database } from "@repo/database/types.gen";
+import { Database } from "@repo/database/types.gen.ts";
 import { createClient } from "~/utils/supabase/server";
 import cors from "~/utils/llm/cors";
 
diff --git a/apps/website/app/utils/supabase/dbUtils.ts b/apps/website/app/utils/supabase/dbUtils.ts
index 1bfc07d03..6841b797e 100644
--- a/apps/website/app/utils/supabase/dbUtils.ts
+++ b/apps/website/app/utils/supabase/dbUtils.ts
@@ -3,7 +3,7 @@ import type {
   PostgrestResponse,
   PostgrestSingleResponse,
 } from "@supabase/supabase-js";
-import { Database, Tables, TablesInsert } from "~/utils/supabase/types.gen";
+import { Database, Tables, TablesInsert } from "@repo/database/types.gen.ts";
 
 export const KNOWN_EMBEDDING_TABLES: {
   [key: string]: {
diff --git a/apps/website/app/utils/supabase/server.ts b/apps/website/app/utils/supabase/server.ts
index 65ed35da5..37ee483b8 100644
--- a/apps/website/app/utils/supabase/server.ts
+++ b/apps/website/app/utils/supabase/server.ts
@@ -1,6 +1,6 @@
 import { createServerClient, type CookieOptions } from "@supabase/ssr";
 import { cookies } from "next/headers";
-import { Database } from "~/utils/supabase/types.gen";
+import { Database } from "@repo/database/types.gen.ts";
 
 export const createClient = async () => {
   const cookieStore = await cookies();
diff --git a/apps/website/app/utils/supabase/types.gen.ts b/apps/website/app/utils/supabase/types.gen.ts
deleted file mode 100644
index 990aa4b6a..000000000
--- a/apps/website/app/utils/supabase/types.gen.ts
+++ /dev/null
@@ -1,803 +0,0 @@
-export type Json =
-  | string
-  | number
-  | boolean
-  | null
-  | { [key: string]: Json | undefined }
-  | Json[]
-
-export type Database = {
-  public: {
-    Tables: {
-      Account: {
-        Row: {
-          account_local_id: string
-          active: boolean
-          agent_id: number
-          id: number
-          platform_id: number
-          write_permission: boolean
-        }
-        Insert: {
-          account_local_id: string
-          active?: boolean
-          agent_id: number
-          id?: number
-          platform_id: number
-          write_permission: boolean
-        }
-        Update: {
-          account_local_id?: string
-          active?: boolean
-          agent_id?: number
-          id?: number
-          platform_id?: number
-          write_permission?: boolean
-        }
-        Relationships: [
-          {
-            foreignKeyName: "Account_agent_id_fkey"
-            columns: ["agent_id"]
-            isOneToOne: false
-            referencedRelation: "Agent"
-            referencedColumns: ["id"]
-          },
-          {
-            foreignKeyName: "Account_platform_id_fkey"
-            columns: ["platform_id"]
-            isOneToOne: false
-            referencedRelation: "Platform"
-            referencedColumns: ["id"]
-          },
-        ]
-      }
-      Agent: {
-        Row: {
-          id: number
-          type: Database["public"]["Enums"]["EntityType"]
-        }
-        Insert: {
-          id?: number
-          type: Database["public"]["Enums"]["EntityType"]
-        }
-        Update: {
-          id?: number
-          type?: Database["public"]["Enums"]["EntityType"]
-        }
-        Relationships: []
-      }
-      AutomatedAgent: {
-        Row: {
-          deterministic: boolean | null
-          id: number
-          metadata: Json
-          name: string
-          version: string
-        }
-        Insert: {
-          deterministic?: boolean | null
-          id: number
-          metadata?: Json
-          name: string
-          version: string
-        }
-        Update: {
-          deterministic?: boolean | null
-          id?: number
-          metadata?: Json
-          name?: string
-          version?: string
-        }
-        Relationships: [
-          {
-            foreignKeyName: "automated_agent_id_fkey"
-            columns: ["id"]
-            isOneToOne: true
-            referencedRelation: "Agent"
-            referencedColumns: ["id"]
-          },
-        ]
-      }
-      Concept: {
-        Row: {
-          arity: number
-          author_id: number | null
-          content: Json
-          created: string
-          description: string | null
-          epistemic_status: Database["public"]["Enums"]["EpistemicStatus"]
-          id: number
-          is_schema: boolean
-          last_modified: string
-          name: string
-          represented_by_id: number | null
-          schema_id: number | null
-          space_id: number
-        }
-        Insert: {
-          arity?: number
-          author_id?: number | null
-          content?: Json
-          created: string
-          description?: string | null
-          epistemic_status?: Database["public"]["Enums"]["EpistemicStatus"]
-          id?: number
-          is_schema?: boolean
-          last_modified: string
-          name: string
-          represented_by_id?: number | null
-          schema_id?: number | null
-          space_id: number
-        }
-        Update: {
-          arity?: number
-          author_id?: number | null
-          content?: Json
-          created?: string
-          description?: string | null
-          epistemic_status?: Database["public"]["Enums"]["EpistemicStatus"]
-          id?: number
-          is_schema?: boolean
-          last_modified?: string
-          name?: string
-          represented_by_id?: number | null
-          schema_id?: number | null
-          space_id?: number
-        }
-        Relationships: [
-          {
-            foreignKeyName: "Concept_author_id_fkey"
-            columns: ["author_id"]
-            isOneToOne: false
-            referencedRelation: "Agent"
-            referencedColumns: ["id"]
-          },
-          {
-            foreignKeyName: "Concept_represented_by_id_fkey"
-            columns: ["represented_by_id"]
-            isOneToOne: false
-            referencedRelation: "Content"
-            referencedColumns: ["id"]
-          },
-          {
-            foreignKeyName: "Concept_schema_id_fkey"
-            columns: ["schema_id"]
-            isOneToOne: false
-            referencedRelation: "Concept"
-            referencedColumns: ["id"]
-          },
-          {
-            foreignKeyName: "Concept_space_id_fkey"
-            columns: ["space_id"]
-            isOneToOne: false
-            referencedRelation: "Space"
-            referencedColumns: ["id"]
-          },
-        ]
-      }
-      concept_contributors: {
-        Row: {
-          concept_id: number
-          contributor_id: number
-        }
-        Insert: {
-          concept_id: number
-          contributor_id: number
-        }
-        Update: {
-          concept_id?: number
-          contributor_id?: number
-        }
-        Relationships: [
-          {
-            foreignKeyName: "concept_contributors_concept_id_fkey"
-            columns: ["concept_id"]
-            isOneToOne: false
-            referencedRelation: "Concept"
-            referencedColumns: ["id"]
-          },
-          {
-            foreignKeyName: "concept_contributors_contributor_id_fkey"
-            columns: ["contributor_id"]
-            isOneToOne: false
-            referencedRelation: "Agent"
-            referencedColumns: ["id"]
-          },
-        ]
-      }
-      Content: {
-        Row: {
-          author_id: number | null
-          created: string
-          creator_id: number | null
-          document_id: number
-          id: number
-          last_modified: string
-          metadata: Json
-          part_of_id: number | null
-          scale: Database["public"]["Enums"]["Scale"]
-          source_local_id: string | null
-          space_id: number | null
-          text: string
-        }
-        Insert: {
-          author_id?: number | null
-          created: string
-          creator_id?: number | null
-          document_id: number
-          id?: number
-          last_modified: string
-          metadata?: Json
-          part_of_id?: number | null
-          scale: Database["public"]["Enums"]["Scale"]
-          source_local_id?: string | null
-          space_id?: number | null
-          text: string
-        }
-        Update: {
-          author_id?: number | null
-          created?: string
-          creator_id?: number | null
-          document_id?: number
-          id?: number
-          last_modified?: string
-          metadata?: Json
-          part_of_id?: number | null
-          scale?: Database["public"]["Enums"]["Scale"]
-          source_local_id?: string | null
-          space_id?: number | null
-          text?: string
-        }
-        Relationships: [
-          {
-            foreignKeyName: "Content_author_id_fkey"
-            columns: ["author_id"]
-            isOneToOne: false
-            referencedRelation: "Agent"
-            referencedColumns: ["id"]
-          },
-          {
-            foreignKeyName: "Content_creator_id_fkey"
-            columns: ["creator_id"]
-            isOneToOne: false
-            referencedRelation: "Agent"
-            referencedColumns: ["id"]
-          },
-          {
-            foreignKeyName: "Content_document_id_fkey"
-            columns: ["document_id"]
-            isOneToOne: false
-            referencedRelation: "Document"
-            referencedColumns: ["id"]
-          },
-          {
-            foreignKeyName: "Content_part_of_id_fkey"
-            columns: ["part_of_id"]
-            isOneToOne: false
-            referencedRelation: "Content"
-            referencedColumns: ["id"]
-          },
-          {
-            foreignKeyName: "Content_space_id_fkey"
-            columns: ["space_id"]
-            isOneToOne: false
-            referencedRelation: "Space"
-            referencedColumns: ["id"]
-          },
-        ]
-      }
-      content_contributors: {
-        Row: {
-          content_id: number
-          contributor_id: number
-        }
-        Insert: {
-          content_id: number
-          contributor_id: number
-        }
-        Update: {
-          content_id?: number
-          contributor_id?: number
-        }
-        Relationships: [
-          {
-            foreignKeyName: "content_contributors_content_id_fkey"
-            columns: ["content_id"]
-            isOneToOne: false
-            referencedRelation: "Content"
-            referencedColumns: ["id"]
-          },
-          {
-            foreignKeyName: "content_contributors_contributor_id_fkey"
-            columns: ["contributor_id"]
-            isOneToOne: false
-            referencedRelation: "Agent"
-            referencedColumns: ["id"]
-          },
-        ]
-      }
-      ContentEmbedding_openai_text_embedding_3_small_1536: {
-        Row: {
-          model: Database["public"]["Enums"]["EmbeddingName"]
-          obsolete: boolean | null
-          target_id: number
-          vector: string
-        }
-        Insert: {
-          model?: Database["public"]["Enums"]["EmbeddingName"]
-          obsolete?: boolean | null
-          target_id: number
-          vector: string
-        }
-        Update: {
-          model?: Database["public"]["Enums"]["EmbeddingName"]
-          obsolete?: boolean | null
-          target_id?: number
-          vector?: string
-        }
-        Relationships: [
-          {
-            foreignKeyName: "ContentEmbedding_openai_text_embedding_3_small_1_target_id_fkey"
-            columns: ["target_id"]
-            isOneToOne: true
-            referencedRelation: "Content"
-            referencedColumns: ["id"]
-          },
-        ]
-      }
-      Document: {
-        Row: {
-          author_id: number
-          contents: unknown | null
-          created: string
-          id: number
-          last_modified: string
-          metadata: Json
-          source_local_id: string | null
-          space_id: number | null
-          url: string | null
-        }
-        Insert: {
-          author_id: number
-          contents?: unknown | null
-          created: string
-          id?: number
-          last_modified: string
-          metadata?: Json
-          source_local_id?: string | null
-          space_id?: number | null
-          url?: string | null
-        }
-        Update: {
-          author_id?: number
-          contents?: unknown | null
-          created?: string
-          id?: number
-          last_modified?: string
-          metadata?: Json
-          source_local_id?: string | null
-          space_id?: number | null
-          url?: string | null
-        }
-        Relationships: [
-          {
-            foreignKeyName: "Document_author_id_fkey"
-            columns: ["author_id"]
-            isOneToOne: false
-            referencedRelation: "Agent"
-            referencedColumns: ["id"]
-          },
-          {
-            foreignKeyName: "Document_space_id_fkey"
-            columns: ["space_id"]
-            isOneToOne: false
-            referencedRelation: "Space"
-            referencedColumns: ["id"]
-          },
-        ]
-      }
-      Person: {
-        Row: {
-          email: string
-          id: number
-          name: string
-          orcid: string | null
-        }
-        Insert: {
-          email: string
-          id: number
-          name: string
-          orcid?: string | null
-        }
-        Update: {
-          email?: string
-          id?: number
-          name?: string
-          orcid?: string | null
-        }
-        Relationships: [
-          {
-            foreignKeyName: "person_id_fkey"
-            columns: ["id"]
-            isOneToOne: true
-            referencedRelation: "Agent"
-            referencedColumns: ["id"]
-          },
-        ]
-      }
-      Platform: {
-        Row: {
-          id: number
-          name: string
-          url: string
-        }
-        Insert: {
-          id?: number
-          name: string
-          url: string
-        }
-        Update: {
-          id?: number
-          name?: string
-          url?: string
-        }
-        Relationships: []
-      }
-      Space: {
-        Row: {
-          id: number
-          name: string
-          platform_id: number
-          url: string
-        }
-        Insert: {
-          id?: number
-          name: string
-          platform_id: number
-          url: string
-        }
-        Update: {
-          id?: number
-          name?: string
-          platform_id?: number
-          url?: string
-        }
-        Relationships: [
-          {
-            foreignKeyName: "Space_platform_id_fkey"
-            columns: ["platform_id"]
-            isOneToOne: false
-            referencedRelation: "Platform"
-            referencedColumns: ["id"]
-          },
-        ]
-      }
-      SpaceAccess: {
-        Row: {
-          account_id: number
-          editor: boolean
-          space_id: number
-        }
-        Insert: {
-          account_id: number
-          editor: boolean
-          space_id: number
-        }
-        Update: {
-          account_id?: number
-          editor?: boolean
-          space_id?: number
-        }
-        Relationships: [
-          {
-            foreignKeyName: "SpaceAccess_account_id_fkey"
-            columns: ["account_id"]
-            isOneToOne: false
-            referencedRelation: "Account"
-            referencedColumns: ["id"]
-          },
-          {
-            foreignKeyName: "SpaceAccess_space_id_fkey"
-            columns: ["space_id"]
-            isOneToOne: false
-            referencedRelation: "Space"
-            referencedColumns: ["id"]
-          },
-        ]
-      }
-      sync_info: {
-        Row: {
-          failure_count: number | null
-          id: number
-          last_task_end: string | null
-          last_task_start: string | null
-          status: Database["public"]["Enums"]["task_status"] | null
-          sync_function: string | null
-          sync_target: number | null
-          task_times_out_at: string | null
-          worker: string
-        }
-        Insert: {
-          failure_count?: number | null
-          id?: number
-          last_task_end?: string | null
-          last_task_start?: string | null
-          status?: Database["public"]["Enums"]["task_status"] | null
-          sync_function?: string | null
-          sync_target?: number | null
-          task_times_out_at?: string | null
-          worker: string
-        }
-        Update: {
-          failure_count?: number | null
-          id?: number
-          last_task_end?: string | null
-          last_task_start?: string | null
-          status?: Database["public"]["Enums"]["task_status"] | null
-          sync_function?: string | null
-          sync_target?: number | null
-          task_times_out_at?: string | null
-          worker?: string
-        }
-        Relationships: []
-      }
-    }
-    Views: {
-      [_ in never]: never
-    }
-    Functions: {
-      end_sync_task: {
-        Args: {
-          s_target: number
-          s_function: string
-          s_worker: string
-          s_status: Database["public"]["Enums"]["task_status"]
-        }
-        Returns: undefined
-      }
-      get_nodes_needing_sync: {
-        Args: { nodes_from_roam: Json }
-        Returns: {
-          uid_to_sync: string
-        }[]
-      }
-      match_content_embeddings: {
-        Args: {
-          query_embedding: string
-          match_threshold: number
-          match_count: number
-          current_document_id?: number
-        }
-        Returns: {
-          content_id: number
-          roam_uid: string
-          text_content: string
-          similarity: number
-        }[]
-      }
-      match_embeddings_for_subset_nodes: {
-        Args: { p_query_embedding: string; p_subset_roam_uids: string[] }
-        Returns: {
-          content_id: number
-          roam_uid: string
-          text_content: string
-          similarity: number
-        }[]
-      }
-      propose_sync_task: {
-        Args: {
-          s_target: number
-          s_function: string
-          s_worker: string
-          timeout: unknown
-          task_interval: unknown
-        }
-        Returns: unknown
-      }
-    }
-    Enums: {
-      EmbeddingName:
-        | "openai_text_embedding_ada2_1536"
-        | "openai_text_embedding_3_small_512"
-        | "openai_text_embedding_3_small_1536"
-        | "openai_text_embedding_3_large_256"
-        | "openai_text_embedding_3_large_1024"
-        | "openai_text_embedding_3_large_3072"
-      EntityType:
-        | "Platform"
-        | "Space"
-        | "Account"
-        | "Person"
-        | "AutomatedAgent"
-        | "Document"
-        | "Content"
-        | "Concept"
-        | "ConceptSchema"
-        | "ContentLink"
-        | "Occurrence"
-      EpistemicStatus:
-        | "certainly_not"
-        | "strong_evidence_against"
-        | "could_be_false"
-        | "unknown"
-        | "uncertain"
-        | "contentious"
-        | "could_be_true"
-        | "strong_evidence_for"
-        | "certain"
-      Scale:
-        | "document"
-        | "post"
-        | "chunk_unit"
-        | "section"
-        | "block"
-        | "field"
-        | "paragraph"
-        | "quote"
-        | "sentence"
-        | "phrase"
-      task_status: "active" | "timeout" | "complete" | "failed"
-    }
-    CompositeTypes: {
-      [_ in never]: never
-    }
-  }
-}
-
-type DefaultSchema = Database[Extract<keyof Database, "public">]
-
-export type Tables<
-  DefaultSchemaTableNameOrOptions extends
-    | keyof (DefaultSchema["Tables"] & DefaultSchema["Views"])
-    | { schema: keyof Database },
-  TableName extends DefaultSchemaTableNameOrOptions extends {
-    schema: keyof Database
-  }
-    ? keyof (Database[DefaultSchemaTableNameOrOptions["schema"]]["Tables"] &
-        Database[DefaultSchemaTableNameOrOptions["schema"]]["Views"])
-    : never = never,
-> = DefaultSchemaTableNameOrOptions extends { schema: keyof Database }
-  ? (Database[DefaultSchemaTableNameOrOptions["schema"]]["Tables"] &
-      Database[DefaultSchemaTableNameOrOptions["schema"]]["Views"])[TableName] extends {
-      Row: infer R
-    }
-    ? R
-    : never
-  : DefaultSchemaTableNameOrOptions extends keyof (DefaultSchema["Tables"] &
-        DefaultSchema["Views"])
-    ? (DefaultSchema["Tables"] &
-        DefaultSchema["Views"])[DefaultSchemaTableNameOrOptions] extends {
-        Row: infer R
-      }
-      ? R
-      : never
-    : never
-
-export type TablesInsert<
-  DefaultSchemaTableNameOrOptions extends
-    | keyof DefaultSchema["Tables"]
-    | { schema: keyof Database },
-  TableName extends DefaultSchemaTableNameOrOptions extends {
-    schema: keyof Database
-  }
-    ? keyof Database[DefaultSchemaTableNameOrOptions["schema"]]["Tables"]
-    : never = never,
-> = DefaultSchemaTableNameOrOptions extends { schema: keyof Database }
-  ? Database[DefaultSchemaTableNameOrOptions["schema"]]["Tables"][TableName] extends {
-      Insert: infer I
-    }
-    ? I
-    : never
-  : DefaultSchemaTableNameOrOptions extends keyof DefaultSchema["Tables"]
-    ? DefaultSchema["Tables"][DefaultSchemaTableNameOrOptions] extends {
-        Insert: infer I
-      }
-      ? I
-      : never
-    : never
-
-export type TablesUpdate<
-  DefaultSchemaTableNameOrOptions extends
-    | keyof DefaultSchema["Tables"]
-    | { schema: keyof Database },
-  TableName extends DefaultSchemaTableNameOrOptions extends {
-    schema: keyof Database
-  }
-    ? keyof Database[DefaultSchemaTableNameOrOptions["schema"]]["Tables"]
-    : never = never,
-> = DefaultSchemaTableNameOrOptions extends { schema: keyof Database }
-  ? Database[DefaultSchemaTableNameOrOptions["schema"]]["Tables"][TableName] extends {
-      Update: infer U
-    }
-    ? U
-    : never
-  : DefaultSchemaTableNameOrOptions extends keyof DefaultSchema["Tables"]
-    ? DefaultSchema["Tables"][DefaultSchemaTableNameOrOptions] extends {
-        Update: infer U
-      }
-      ? U
-      : never
-    : never
-
-export type Enums<
-  DefaultSchemaEnumNameOrOptions extends
-    | keyof DefaultSchema["Enums"]
-    | { schema: keyof Database },
-  EnumName extends DefaultSchemaEnumNameOrOptions extends {
-    schema: keyof Database
-  }
-    ? keyof Database[DefaultSchemaEnumNameOrOptions["schema"]]["Enums"]
-    : never = never,
-> = DefaultSchemaEnumNameOrOptions extends { schema: keyof Database }
-  ? Database[DefaultSchemaEnumNameOrOptions["schema"]]["Enums"][EnumName]
-  : DefaultSchemaEnumNameOrOptions extends keyof DefaultSchema["Enums"]
-    ? DefaultSchema["Enums"][DefaultSchemaEnumNameOrOptions]
-    : never
-
-export type CompositeTypes<
-  PublicCompositeTypeNameOrOptions extends
-    | keyof DefaultSchema["CompositeTypes"]
-    | { schema: keyof Database },
-  CompositeTypeName extends PublicCompositeTypeNameOrOptions extends {
-    schema: keyof Database
-  }
-    ? keyof Database[PublicCompositeTypeNameOrOptions["schema"]]["CompositeTypes"]
-    : never = never,
-> = PublicCompositeTypeNameOrOptions extends { schema: keyof Database }
-  ? Database[PublicCompositeTypeNameOrOptions["schema"]]["CompositeTypes"][CompositeTypeName]
-  : PublicCompositeTypeNameOrOptions extends keyof DefaultSchema["CompositeTypes"]
-    ? DefaultSchema["CompositeTypes"][PublicCompositeTypeNameOrOptions]
-    : never
-
-export const Constants = {
-  public: {
-    Enums: {
-      EmbeddingName: [
-        "openai_text_embedding_ada2_1536",
-        "openai_text_embedding_3_small_512",
-        "openai_text_embedding_3_small_1536",
-        "openai_text_embedding_3_large_256",
-        "openai_text_embedding_3_large_1024",
-        "openai_text_embedding_3_large_3072",
-      ],
-      EntityType: [
-        "Platform",
-        "Space",
-        "Account",
-        "Person",
-        "AutomatedAgent",
-        "Document",
-        "Content",
-        "Concept",
-        "ConceptSchema",
-        "ContentLink",
-        "Occurrence",
-      ],
-      EpistemicStatus: [
-        "certainly_not",
-        "strong_evidence_against",
-        "could_be_false",
-        "unknown",
-        "uncertain",
-        "contentious",
-        "could_be_true",
-        "strong_evidence_for",
-        "certain",
-      ],
-      Scale: [
-        "document",
-        "post",
-        "chunk_unit",
-        "section",
-        "block",
-        "field",
-        "paragraph",
-        "quote",
-        "sentence",
-        "phrase",
-      ],
-      task_status: ["active", "timeout", "complete", "failed"],
-    },
-  },
-} as const
-
diff --git a/apps/website/package.json b/apps/website/package.json
index 5b16df902..31205f20a 100644
--- a/apps/website/package.json
+++ b/apps/website/package.json
@@ -29,6 +29,7 @@
     "zod": "^3.24.1"
   },
   "devDependencies": {
+    "@repo/database": "*",
     "@repo/eslint-config": "*",
     "@repo/tailwind-config": "*",
     "@repo/typescript-config": "*",
diff --git a/package-lock.json b/package-lock.json
index abbd74d9e..70907c424 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -6908,6 +6908,7 @@
         "zod": "^3.24.1"
       },
       "devDependencies": {
+        "@repo/database": "*",
         "@repo/eslint-config": "*",
         "@repo/tailwind-config": "*",
         "@repo/typescript-config": "*",
diff --git a/packages/database/package.json b/packages/database/package.json
index ed9a6d153..93db1bbd3 100644
--- a/packages/database/package.json
+++ b/packages/database/package.json
@@ -14,7 +14,7 @@
     "check-types": "npm run lint && supabase stop && npm run dbdiff",
     "lint": "tsx scripts/lint.ts",
     "lint:fix": "tsx scripts/lint.ts -f",
-    "build": "supabase start && supabase migrations up && (supabase gen types typescript --local --schema public > types.gen.ts) && cp ./types.gen.ts ../../apps/website/app/utils/supabase",
+    "build": "supabase start && supabase migrations up && (supabase gen types typescript --local --schema public > types.gen.ts)",
     "gentypes:production": "supabase start && supabase gen types typescript --project-id \"$SUPABASE_PROJECT_ID\" --schema public > types.gen.ts",
     "dbdiff": "supabase stop && supabase db diff",
     "dbdiff:save": "supabase stop && supabase db diff -f",

From 745648dbb026c891a205c0e5ce4328e5f07f55ea Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Wed, 28 May 2025 16:15:23 -0400
Subject: [PATCH 25/27] correction to path; adding ref

---
 apps/website/app/utils/supabase/server.ts     | 1 +
 apps/website/app/utils/supabase/validators.ts | 2 +-
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/apps/website/app/utils/supabase/server.ts b/apps/website/app/utils/supabase/server.ts
index 37ee483b8..080c16f8b 100644
--- a/apps/website/app/utils/supabase/server.ts
+++ b/apps/website/app/utils/supabase/server.ts
@@ -11,6 +11,7 @@ export const createClient = async () => {
     throw new Error("Missing required Supabase environment variables");
   }
 
+  // following https://supabase.com/docs/guides/auth/server-side/creating-a-client?queryGroups=environment&environment=server
   return createServerClient<Database>(supabaseUrl, supabaseKey, {
     cookies: {
       getAll() {
diff --git a/apps/website/app/utils/supabase/validators.ts b/apps/website/app/utils/supabase/validators.ts
index 915596a64..918fb75d6 100644
--- a/apps/website/app/utils/supabase/validators.ts
+++ b/apps/website/app/utils/supabase/validators.ts
@@ -3,7 +3,7 @@ import {
   ItemProcessor,
   ItemValidator,
 } from "./dbUtils";
-import { Tables, TablesInsert } from "./types.gen";
+import { Tables, TablesInsert } from "@repo/database/types.gen.ts";
 
 // Use the first known ContentEmbedding table for type checking, as they have the same structure
 export type ContentEmbeddingDataInput =

From d22e4a8f6f94d9e87673bb574c8e8aba7a2f59c4 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Wed, 28 May 2025 20:37:14 -0400
Subject: [PATCH 26/27] only run supabase locally

---
 packages/database/package.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/packages/database/package.json b/packages/database/package.json
index 93db1bbd3..c2c930638 100644
--- a/packages/database/package.json
+++ b/packages/database/package.json
@@ -14,7 +14,7 @@
     "check-types": "npm run lint && supabase stop && npm run dbdiff",
     "lint": "tsx scripts/lint.ts",
     "lint:fix": "tsx scripts/lint.ts -f",
-    "build": "supabase start && supabase migrations up && (supabase gen types typescript --local --schema public > types.gen.ts)",
+    "build": "if [ $HOME != '/vercel' ]; then\n supabase start && supabase migrations up && (supabase gen types typescript --local --schema public > types.gen.ts)\nfi",
     "gentypes:production": "supabase start && supabase gen types typescript --project-id \"$SUPABASE_PROJECT_ID\" --schema public > types.gen.ts",
     "dbdiff": "supabase stop && supabase db diff",
     "dbdiff:save": "supabase stop && supabase db diff -f",

From 351bed888a909207491ab52321e1c75e35fdb7b6 Mon Sep 17 00:00:00 2001
From: Marc-Antoine Parent <maparent@acm.org>
Date: Thu, 29 May 2025 09:36:40 -0400
Subject: [PATCH 27/27] last review comments

---
 .../app/api/supabase/content-embedding/batch/route.ts      | 3 ++-
 apps/website/app/api/supabase/content-embedding/route.ts   | 7 -------
 2 files changed, 2 insertions(+), 8 deletions(-)

diff --git a/apps/website/app/api/supabase/content-embedding/batch/route.ts b/apps/website/app/api/supabase/content-embedding/batch/route.ts
index eb6f33ec5..c3f25e9ef 100644
--- a/apps/website/app/api/supabase/content-embedding/batch/route.ts
+++ b/apps/website/app/api/supabase/content-embedding/batch/route.ts
@@ -52,6 +52,7 @@ const batchInsertEmbeddingsProcess = async (
     has_400 = false;
   for (const modelName of Object.keys(byModel)) {
     const embeddingItemsSet = byModel[modelName];
+    if (embeddingItemsSet === undefined) continue;
     const tableData = KNOWN_EMBEDDING_TABLES[modelName];
     if (tableData === undefined) continue;
     const results = await processAndInsertBatch<
@@ -61,7 +62,7 @@ const batchInsertEmbeddingsProcess = async (
       ApiOutputEmbeddingRecord
     >({
       supabase,
-      items: embeddingItemsSet!,
+      items: embeddingItemsSet,
       tableName: tableData.tableName,
       inputProcessor: embeddingInputProcessing,
       outputProcessor: embeddingOutputProcessing,
diff --git a/apps/website/app/api/supabase/content-embedding/route.ts b/apps/website/app/api/supabase/content-embedding/route.ts
index 5db9b1002..1ccbb8f96 100644
--- a/apps/website/app/api/supabase/content-embedding/route.ts
+++ b/apps/website/app/api/supabase/content-embedding/route.ts
@@ -12,7 +12,6 @@ import {
   getOrCreateEntity,
   KNOWN_EMBEDDING_TABLES,
 } from "~/utils/supabase/dbUtils";
-import { Tables, TablesInsert } from "@repo/database/types.gen.ts";
 import {
   ApiInputEmbeddingItem,
   ApiOutputEmbeddingRecord,
@@ -20,12 +19,6 @@ import {
   embeddingOutputProcessing,
 } from "~/utils/supabase/validators";
 
-// Use the first known ContentEmbedding table for type checking, as they have the same structure
-export type ContentEmbeddingDataInput =
-  TablesInsert<"ContentEmbedding_openai_text_embedding_3_small_1536">;
-export type ContentEmbeddingRecord =
-  Tables<"ContentEmbedding_openai_text_embedding_3_small_1536">;
-
 const DEFAULT_MODEL = "openai_text_embedding_3_small_1536";
 
 const processAndCreateEmbedding = async (