From 493ec5a8ea7fb723a1caddfcbff33fd6e4930553 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 6 Nov 2025 01:06:18 +0000 Subject: [PATCH 1/7] Initial plan From 65d634eb070c241678e3ed8229b73c26ce21dd16 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 6 Nov 2025 01:10:32 +0000 Subject: [PATCH 2/7] Initial exploration complete Co-authored-by: wschenk <12232+wschenk@users.noreply.github.com> --- browse/dist/replicate.js | 41 + browse/dist/replicate_test.js | 10 + browse/dist/server.js | 242 +++ browse/package-lock.json | 1864 ++++++++++++++++++++++ loader/package-lock.json | 2796 +++++++++++++++++++++++++++++++++ 5 files changed, 4953 insertions(+) create mode 100644 browse/dist/replicate.js create mode 100644 browse/dist/replicate_test.js create mode 100644 browse/dist/server.js create mode 100644 browse/package-lock.json create mode 100644 loader/package-lock.json diff --git a/browse/dist/replicate.js b/browse/dist/replicate.js new file mode 100644 index 0000000..5861d5a --- /dev/null +++ b/browse/dist/replicate.js @@ -0,0 +1,41 @@ +import Replicate from "replicate"; +// Environment-driven configuration for Replicate text and image embeddings +const replicateToken = process.env.REPLICATE_API_TOKEN; +const DEFAULT_IMAGE_MODEL = "lucataco/clip-vit-base-patch32:056324d6fb78878c1016e432a3827fa76950022848c5378681dd99b7dc7dcc24"; +// Default text model to krthr/clip-embeddings which returns { embedding: number[] } +const DEFAULT_TEXT_MODEL = "krthr/clip-embeddings:1c0371070cb827ec3c7f2f28adcdde54b50dcd239aa6faea0bc98b174ef03fb4"; +const TEXT_MODEL = process.env.REPLICATE_TEXT_MODEL || DEFAULT_TEXT_MODEL; +const TEXT_INPUT_KEY = process.env.REPLICATE_TEXT_INPUT_KEY || "text"; +const IMAGE_MODEL = process.env.REPLICATE_IMAGE_MODEL || DEFAULT_IMAGE_MODEL; +const IMAGE_INPUT_KEY = process.env.REPLICATE_IMAGE_INPUT_KEY || "image"; +function getReplicateClient() { + if (!replicateToken) { + throw new Error("REPLICATE_API_TOKEN is not set"); + } + return new Replicate({ auth: replicateToken }); +} +export async function getTextEmbedding(query) { + const client = getReplicateClient(); + const input = {}; + input[TEXT_INPUT_KEY] = query; + const result = await client.run(TEXT_MODEL, { input }); + // Accept either raw number[] or { embedding: number[] } + if (Array.isArray(result)) { + return result.map((x) => Number(x)); + } + if (result && typeof result === "object" && Array.isArray(result.embedding)) { + const { embedding } = result; + return embedding.map((x) => Number(x)); + } + throw new Error("Unexpected embedding result from Replicate (expected number[] or {embedding:number[]})"); +} +export async function getImageEmbedding(imageUrl) { + const client = getReplicateClient(); + const input = {}; + input[IMAGE_INPUT_KEY] = imageUrl; + const result = await client.run(IMAGE_MODEL, { input }); + if (Array.isArray(result)) { + return result.map((x) => Number(x)); + } + throw new Error("Unexpected embedding result from Replicate (expected number[])"); +} diff --git a/browse/dist/replicate_test.js b/browse/dist/replicate_test.js new file mode 100644 index 0000000..14ed500 --- /dev/null +++ b/browse/dist/replicate_test.js @@ -0,0 +1,10 @@ +import Replicate from "replicate"; +const replicate = new Replicate(); +// const input = { +// image: "https://replicate.delivery/pbxt/JLoGhBbZQQUR9tvNyUJTWQ9pVWC1aLbXscLNHieuAf0c0eE6/banksy_star_wars--id_86e4d693-12e1-4b58-a9d2-bb404a4df835.jpeg" +// }; +const input = { text: "cat photo" }; +const output = await replicate.run("krthr/clip-embeddings:1c0371070cb827ec3c7f2f28adcdde54b50dcd239aa6faea0bc98b174ef03fb4", { input }); +console.log("output dimension: ", output["embedding"].length); +console.log(output); +//=> {"embedding":[1.0652785301208496,-0.24157510697841644,-0.... diff --git a/browse/dist/server.js b/browse/dist/server.js new file mode 100644 index 0000000..e0a079c --- /dev/null +++ b/browse/dist/server.js @@ -0,0 +1,242 @@ +import path from "path"; +import { fileURLToPath } from "url"; +import * as fs from "fs"; +import express from "express"; +import dotenv from "dotenv"; +import { Pool } from "pg"; +import { getTextEmbedding } from "./replicate.js"; +dotenv.config(); +const __filename = fileURLToPath(import.meta.url); +const __dirname = path.dirname(__filename); +const PORT = Number(process.env.PORT || 3000); +const DATABASE_URL = process.env.SUPABASE_DB_URL || ""; +const IMAGES_DIR_ENV = process.env.IMAGES_DIR || "../images"; +const IMAGES_DIR = path.resolve(__dirname, IMAGES_DIR_ENV); +const IMAGE_BASE_URL = process.env.IMAGE_BASE_URL; // for future R2 usage +const EXPECTED_VECTOR_DIM = process.env.EXPECTED_VECTOR_DIM + ? Number(process.env.EXPECTED_VECTOR_DIM) + : 0; +const PAGE_TITLE = process.env.TITLE || "Image Search"; +function sslConfigFor(url) { + if (!url) + return undefined; + if (/pooler\.supabase\.com|supabase\.co/.test(url) || (process.env.PGSSL || "").toLowerCase() === "require") { + return { rejectUnauthorized: false }; + } + return undefined; +} +// Ensure required env variables +if (!DATABASE_URL) { + // eslint-disable-next-line no-console + console.warn("SUPABASE_DB_URL is not set; DB queries will fail."); +} +const replicateToken = process.env.REPLICATE_API_TOKEN; +if (!replicateToken) { + // eslint-disable-next-line no-console + console.warn("REPLICATE_API_TOKEN is not set; embedding calls will fail."); +} +// Explicitly error-log when not configured to serve from remote bucket +const USING_REMOTE_IMAGES = Boolean(IMAGE_BASE_URL); +if (!USING_REMOTE_IMAGES) { + // eslint-disable-next-line no-console + console.error("IMAGE_BASE_URL is not set; serving images from local /images instead of remote bucket. Set IMAGE_BASE_URL to your R2 public base URL."); +} +let pool = null; +if (DATABASE_URL) { + pool = new Pool({ connectionString: DATABASE_URL, ssl: sslConfigFor(DATABASE_URL), keepAlive: true }); + pool.on("error", (err) => { + // eslint-disable-next-line no-console + console.warn("pg pool error (ignored)", err); + }); +} +const app = express(); +// Basic request logging +app.use((req, _res, next) => { + // eslint-disable-next-line no-console + console.log(`${req.method} ${req.url}`); + next(); +}); +// Serve static assets (e.g., favicon) from /public +app.use(express.static(path.join(__dirname, "public"))); +// Serve local images directory at /images +app.use("/images", express.static(IMAGES_DIR)); +let warnedLocalImages = false; +function resolveImageUrl(fileName) { + if (IMAGE_BASE_URL) { + const base = IMAGE_BASE_URL.endsWith("/") ? IMAGE_BASE_URL.slice(0, -1) : IMAGE_BASE_URL; + return `${base}/${encodeURIComponent(fileName)}`; + } + if (!warnedLocalImages) { + // eslint-disable-next-line no-console + console.error("Serving images from local filesystem. Configure IMAGE_BASE_URL to use the remote bucket."); + warnedLocalImages = true; + } + return `/images/${encodeURIComponent(fileName)}`; +} +function listLocalImages(limit = 60) { + try { + const entries = fs.readdirSync(IMAGES_DIR, { withFileTypes: true }); + const files = entries + .filter((e) => e.isFile()) + .map((e) => e.name) + .filter((name) => /\.(jpe?g|png|gif|webp|bmp|tiff?)$/i.test(name)) + .sort((a, b) => a.localeCompare(b)); + return files.slice(0, limit); + } + catch (err) { + return []; + } +} +async function listDbImages(limit = 60) { + if (!pool) + return []; + const { rows } = await pool.query(`SELECT file_name + FROM image_embeddings + WHERE embedding IS NOT NULL + ORDER BY created_at DESC + LIMIT $1;`, [limit]); + return rows.map((r) => r.file_name); +} +// getTextEmbedding is imported from ./replicate +function toVectorParam(embedding) { + if (typeof embedding === "string") + return embedding; // expected like "[0.1,0.2,...]" + return `[${embedding.join(",")}]`; +} +// Load external HTML template and provide a renderer +const TEMPLATE_PATH = path.join(__dirname, "template.html"); +let TEMPLATE_SOURCE = ""; +try { + TEMPLATE_SOURCE = fs.readFileSync(TEMPLATE_PATH, "utf-8"); +} +catch (err) { + // eslint-disable-next-line no-console + console.error("Failed to load template.html from", TEMPLATE_PATH, err); + TEMPLATE_SOURCE = "{{PAGE_TITLE}}
{{IMAGES_HTML}}
"; +} +function escapeHtmlAttribute(value) { + return String(value) + .replace(/&/g, "&") + .replace(/\"/g, """) + .replace(//g, ">"); +} +function googleLensUrl(imageUrl) { + // Lens supports url param; this will redirect appropriately + const base = "https://lens.google.com/uploadbyurl?url="; + return `${base}${encodeURIComponent(imageUrl)}`; +} +function renderTemplate(images, query) { + const imagesHtml = images + .map((file) => { + const src = resolveImageUrl(file); + const googleLink = USING_REMOTE_IMAGES ? `G` : ""; + const downloadLink = `↓`; + return `\n
\n
\n \n \"${file}\"\n \n
\n ${googleLink}${googleLink ? "\n " : ""}${downloadLink}\n
\n
\n
`; + }) + .join(""); + const html = TEMPLATE_SOURCE + .replace(/{{PAGE_TITLE}}/g, PAGE_TITLE) + .replace(/{{QUERY_VALUE}}/g, escapeHtmlAttribute(query ? String(query) : "")) + .replace(/{{IMAGES_HTML}}/g, imagesHtml); + return html; +} +app.get("/stats", async (_req, res) => { + try { + if (!pool) + throw new Error("Database not configured"); + const { rows: totalRows } = await pool.query(`SELECT count(*)::int AS count FROM image_embeddings;`); + const { rows: encodedRows } = await pool.query(`SELECT count(*)::int AS count FROM image_embeddings WHERE embedding IS NOT NULL;`); + const total = Number(totalRows[0]?.count || 0); + const encoded = Number(encodedRows[0]?.count || 0); + const unencoded = Math.max(0, total - encoded); + res.json({ total, encoded, unencoded }); + } + catch (err) { + // eslint-disable-next-line no-console + console.error("GET /stats error", err); + res.status(500).json({ error: "Stats unavailable" }); + } +}); +app.get("/", async (req, res) => { + const q = req.query.q?.trim() || ""; + try { + if (q) { + const embedding = await getTextEmbedding(q); + if (EXPECTED_VECTOR_DIM && embedding.length !== EXPECTED_VECTOR_DIM) { + // eslint-disable-next-line no-console + console.error("Embedding dimension mismatch", { + got: embedding.length, + expected: EXPECTED_VECTOR_DIM + }); + res.status(422).send("Embedding dimension mismatch. Check model vs database vector size."); + return; + } + const vec = toVectorParam(embedding); + if (!pool) + throw new Error("Database not configured"); + const { rows } = await pool.query(`SELECT file_name, embedding <#> $1::vector AS distance + FROM image_embeddings + WHERE embedding IS NOT NULL + ORDER BY distance ASC + LIMIT 30;`, [vec]); + const images = rows.map((r) => r.file_name); + res.type("html").send(renderTemplate(images, q)); + return; + } + // No query: list from DB if available, else fallback to local dir + let images = []; + if (pool) { + images = await listDbImages(60); + } + else { + images = listLocalImages(60); + } + res.type("html").send(renderTemplate(images, null)); + } + catch (err) { + // eslint-disable-next-line no-console + console.error("GET / error", { query: q, error: err }); + res.status(500).send("An error occurred. Check server logs."); + } +}); +app.get("/neighbors/:file_name", async (req, res) => { + const fileName = req.params.file_name; + try { + if (!pool) + throw new Error("Database not configured"); + // Fetch embedding for the selected image as text for reuse + const { rows: embRows } = await pool.query(`SELECT embedding::text AS embedding_text + FROM image_embeddings + WHERE file_name = $1 AND embedding IS NOT NULL + LIMIT 1;`, [fileName]); + if (!embRows.length) { + res.type("html").send(renderTemplate([], null)); + return; + } + const embeddingText = embRows[0].embedding_text; + const { rows } = await pool.query(`SELECT file_name, embedding <#> $1::vector AS distance + FROM image_embeddings + WHERE file_name != $2 AND embedding IS NOT NULL + ORDER BY distance ASC + LIMIT 30;`, [embeddingText, fileName]); + const images = [fileName, ...rows.map((r) => r.file_name)]; + res.type("html").send(renderTemplate(images, null)); + } + catch (err) { + // eslint-disable-next-line no-console + console.error("GET /neighbors error", { fileName, error: err }); + res.status(500).send("An error occurred. Check server logs."); + } +}); +app.listen(PORT, () => { + // eslint-disable-next-line no-console + console.log(`Browse server listening on http://localhost:${PORT}`); + // eslint-disable-next-line no-console + console.log("Config:", { + IMAGES_DIR, + IMAGE_BASE_URL: IMAGE_BASE_URL || null, + DATABASE_URL_SET: Boolean(DATABASE_URL), + REPLICATE_TOKEN_SET: Boolean(process.env.REPLICATE_API_TOKEN) + }); +}); diff --git a/browse/package-lock.json b/browse/package-lock.json new file mode 100644 index 0000000..08c60ad --- /dev/null +++ b/browse/package-lock.json @@ -0,0 +1,1864 @@ +{ + "name": "image-browser-browse", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "image-browser-browse", + "version": "0.1.0", + "dependencies": { + "dotenv": "^16.4.5", + "express": "^4.19.2", + "pg": "^8.12.0", + "replicate": "^0.31.1" + }, + "devDependencies": { + "@types/express": "^4.17.21", + "@types/node": "^22.8.4", + "@types/pg": "^8.11.6", + 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Thu, 6 Nov 2025 01:11:18 +0000 Subject: [PATCH 3/7] Update .gitignore to exclude build artifacts and package-lock.json Co-authored-by: wschenk <12232+wschenk@users.noreply.github.com> --- .gitignore | 2 + browse/dist/replicate.js | 41 - browse/dist/replicate_test.js | 10 - browse/dist/server.js | 242 --- browse/package-lock.json | 1864 ---------------------- loader/package-lock.json | 2796 --------------------------------- 6 files changed, 2 insertions(+), 4953 deletions(-) delete mode 100644 browse/dist/replicate.js delete mode 100644 browse/dist/replicate_test.js delete mode 100644 browse/dist/server.js delete mode 100644 browse/package-lock.json delete mode 100644 loader/package-lock.json diff --git a/.gitignore b/.gitignore index 522b107..3edd9a2 100644 --- a/.gitignore +++ b/.gitignore @@ -7,3 +7,5 @@ images.small/ __pycache__/ .DS_Store .vercel +dist/ +package-lock.json diff --git a/browse/dist/replicate.js b/browse/dist/replicate.js deleted file mode 100644 index 5861d5a..0000000 --- a/browse/dist/replicate.js +++ /dev/null @@ -1,41 +0,0 @@ -import Replicate from "replicate"; -// Environment-driven configuration for Replicate text and image embeddings -const replicateToken = process.env.REPLICATE_API_TOKEN; -const DEFAULT_IMAGE_MODEL = "lucataco/clip-vit-base-patch32:056324d6fb78878c1016e432a3827fa76950022848c5378681dd99b7dc7dcc24"; -// Default text model to krthr/clip-embeddings which returns { embedding: number[] } -const DEFAULT_TEXT_MODEL = "krthr/clip-embeddings:1c0371070cb827ec3c7f2f28adcdde54b50dcd239aa6faea0bc98b174ef03fb4"; -const TEXT_MODEL = process.env.REPLICATE_TEXT_MODEL || DEFAULT_TEXT_MODEL; -const TEXT_INPUT_KEY = process.env.REPLICATE_TEXT_INPUT_KEY || "text"; -const IMAGE_MODEL = process.env.REPLICATE_IMAGE_MODEL || DEFAULT_IMAGE_MODEL; -const IMAGE_INPUT_KEY = process.env.REPLICATE_IMAGE_INPUT_KEY || "image"; -function getReplicateClient() { - if (!replicateToken) { - throw new Error("REPLICATE_API_TOKEN is not set"); - } - return new Replicate({ auth: replicateToken }); -} -export async function getTextEmbedding(query) { - const client = getReplicateClient(); - const input = {}; - input[TEXT_INPUT_KEY] = query; - const result = await client.run(TEXT_MODEL, { input }); - // Accept either raw number[] or { embedding: number[] } - if (Array.isArray(result)) { - return result.map((x) => Number(x)); - } - if (result && typeof result === "object" && Array.isArray(result.embedding)) { - const { embedding } = result; - return embedding.map((x) => Number(x)); - } - throw new Error("Unexpected embedding result from Replicate (expected number[] or {embedding:number[]})"); -} -export async function getImageEmbedding(imageUrl) { - const client = getReplicateClient(); - const input = {}; - input[IMAGE_INPUT_KEY] = imageUrl; - const result = await client.run(IMAGE_MODEL, { input }); - if (Array.isArray(result)) { - return result.map((x) => Number(x)); - } - throw new Error("Unexpected embedding result from Replicate (expected number[])"); -} diff --git a/browse/dist/replicate_test.js b/browse/dist/replicate_test.js deleted file mode 100644 index 14ed500..0000000 --- a/browse/dist/replicate_test.js +++ /dev/null @@ -1,10 +0,0 @@ -import Replicate from "replicate"; -const replicate = new Replicate(); -// const input = { -// image: "https://replicate.delivery/pbxt/JLoGhBbZQQUR9tvNyUJTWQ9pVWC1aLbXscLNHieuAf0c0eE6/banksy_star_wars--id_86e4d693-12e1-4b58-a9d2-bb404a4df835.jpeg" -// }; -const input = { text: "cat photo" }; -const output = await replicate.run("krthr/clip-embeddings:1c0371070cb827ec3c7f2f28adcdde54b50dcd239aa6faea0bc98b174ef03fb4", { input }); -console.log("output dimension: ", output["embedding"].length); -console.log(output); -//=> {"embedding":[1.0652785301208496,-0.24157510697841644,-0.... diff --git a/browse/dist/server.js b/browse/dist/server.js deleted file mode 100644 index e0a079c..0000000 --- a/browse/dist/server.js +++ /dev/null @@ -1,242 +0,0 @@ -import path from "path"; -import { fileURLToPath } from "url"; -import * as fs from "fs"; -import express from "express"; -import dotenv from "dotenv"; -import { Pool } from "pg"; -import { getTextEmbedding } from "./replicate.js"; -dotenv.config(); -const __filename = fileURLToPath(import.meta.url); -const __dirname = path.dirname(__filename); -const PORT = Number(process.env.PORT || 3000); -const DATABASE_URL = process.env.SUPABASE_DB_URL || ""; -const IMAGES_DIR_ENV = process.env.IMAGES_DIR || "../images"; -const IMAGES_DIR = path.resolve(__dirname, IMAGES_DIR_ENV); -const IMAGE_BASE_URL = process.env.IMAGE_BASE_URL; // for future R2 usage -const EXPECTED_VECTOR_DIM = process.env.EXPECTED_VECTOR_DIM - ? Number(process.env.EXPECTED_VECTOR_DIM) - : 0; -const PAGE_TITLE = process.env.TITLE || "Image Search"; -function sslConfigFor(url) { - if (!url) - return undefined; - if (/pooler\.supabase\.com|supabase\.co/.test(url) || (process.env.PGSSL || "").toLowerCase() === "require") { - return { rejectUnauthorized: false }; - } - return undefined; -} -// Ensure required env variables -if (!DATABASE_URL) { - // eslint-disable-next-line no-console - console.warn("SUPABASE_DB_URL is not set; DB queries will fail."); -} -const replicateToken = process.env.REPLICATE_API_TOKEN; -if (!replicateToken) { - // eslint-disable-next-line no-console - console.warn("REPLICATE_API_TOKEN is not set; embedding calls will fail."); -} -// Explicitly error-log when not configured to serve from remote bucket -const USING_REMOTE_IMAGES = Boolean(IMAGE_BASE_URL); -if (!USING_REMOTE_IMAGES) { - // eslint-disable-next-line no-console - console.error("IMAGE_BASE_URL is not set; serving images from local /images instead of remote bucket. Set IMAGE_BASE_URL to your R2 public base URL."); -} -let pool = null; -if (DATABASE_URL) { - pool = new Pool({ connectionString: DATABASE_URL, ssl: sslConfigFor(DATABASE_URL), keepAlive: true }); - pool.on("error", (err) => { - // eslint-disable-next-line no-console - console.warn("pg pool error (ignored)", err); - }); -} -const app = express(); -// Basic request logging -app.use((req, _res, next) => { - // eslint-disable-next-line no-console - console.log(`${req.method} ${req.url}`); - next(); -}); -// Serve static assets (e.g., favicon) from /public -app.use(express.static(path.join(__dirname, "public"))); -// Serve local images directory at /images -app.use("/images", express.static(IMAGES_DIR)); -let warnedLocalImages = false; -function resolveImageUrl(fileName) { - if (IMAGE_BASE_URL) { - const base = IMAGE_BASE_URL.endsWith("/") ? IMAGE_BASE_URL.slice(0, -1) : IMAGE_BASE_URL; - return `${base}/${encodeURIComponent(fileName)}`; - } - if (!warnedLocalImages) { - // eslint-disable-next-line no-console - console.error("Serving images from local filesystem. Configure IMAGE_BASE_URL to use the remote bucket."); - warnedLocalImages = true; - } - return `/images/${encodeURIComponent(fileName)}`; -} -function listLocalImages(limit = 60) { - try { - const entries = fs.readdirSync(IMAGES_DIR, { withFileTypes: true }); - const files = entries - .filter((e) => e.isFile()) - .map((e) => e.name) - .filter((name) => /\.(jpe?g|png|gif|webp|bmp|tiff?)$/i.test(name)) - .sort((a, b) => a.localeCompare(b)); - return files.slice(0, limit); - } - catch (err) { - return []; - } -} -async function listDbImages(limit = 60) { - if (!pool) - return []; - const { rows } = await pool.query(`SELECT file_name - FROM image_embeddings - WHERE embedding IS NOT NULL - ORDER BY created_at DESC - LIMIT $1;`, [limit]); - return rows.map((r) => r.file_name); -} -// getTextEmbedding is imported from ./replicate -function toVectorParam(embedding) { - if (typeof embedding === "string") - return embedding; // expected like "[0.1,0.2,...]" - return `[${embedding.join(",")}]`; -} -// Load external HTML template and provide a renderer -const TEMPLATE_PATH = path.join(__dirname, "template.html"); -let TEMPLATE_SOURCE = ""; -try { - TEMPLATE_SOURCE = fs.readFileSync(TEMPLATE_PATH, "utf-8"); -} -catch (err) { - // eslint-disable-next-line no-console - console.error("Failed to load template.html from", TEMPLATE_PATH, err); - TEMPLATE_SOURCE = "{{PAGE_TITLE}}
{{IMAGES_HTML}}
"; -} -function escapeHtmlAttribute(value) { - return String(value) - .replace(/&/g, "&") - .replace(/\"/g, """) - .replace(//g, ">"); -} -function googleLensUrl(imageUrl) { - // Lens supports url param; this will redirect appropriately - const base = "https://lens.google.com/uploadbyurl?url="; - return `${base}${encodeURIComponent(imageUrl)}`; -} -function renderTemplate(images, query) { - const imagesHtml = images - .map((file) => { - const src = resolveImageUrl(file); - const googleLink = USING_REMOTE_IMAGES ? `G` : ""; - const downloadLink = `↓`; - return `\n
\n
\n \n \"${file}\"\n \n
\n ${googleLink}${googleLink ? "\n " : ""}${downloadLink}\n
\n
\n
`; - }) - .join(""); - const html = TEMPLATE_SOURCE - .replace(/{{PAGE_TITLE}}/g, PAGE_TITLE) - .replace(/{{QUERY_VALUE}}/g, escapeHtmlAttribute(query ? String(query) : "")) - .replace(/{{IMAGES_HTML}}/g, imagesHtml); - return html; -} -app.get("/stats", async (_req, res) => { - try { - if (!pool) - throw new Error("Database not configured"); - const { rows: totalRows } = await pool.query(`SELECT count(*)::int AS count FROM image_embeddings;`); - const { rows: encodedRows } = await pool.query(`SELECT count(*)::int AS count FROM image_embeddings WHERE embedding IS NOT NULL;`); - const total = Number(totalRows[0]?.count || 0); - const encoded = Number(encodedRows[0]?.count || 0); - const unencoded = Math.max(0, total - encoded); - res.json({ total, encoded, unencoded }); - } - catch (err) { - // eslint-disable-next-line no-console - console.error("GET /stats error", err); - res.status(500).json({ error: "Stats unavailable" }); - } -}); -app.get("/", async (req, res) => { - const q = req.query.q?.trim() || ""; - try { - if (q) { - const embedding = await getTextEmbedding(q); - if (EXPECTED_VECTOR_DIM && embedding.length !== EXPECTED_VECTOR_DIM) { - // eslint-disable-next-line no-console - console.error("Embedding dimension mismatch", { - got: embedding.length, - expected: EXPECTED_VECTOR_DIM - }); - res.status(422).send("Embedding dimension mismatch. Check model vs database vector size."); - return; - } - const vec = toVectorParam(embedding); - if (!pool) - throw new Error("Database not configured"); - const { rows } = await pool.query(`SELECT file_name, embedding <#> $1::vector AS distance - FROM image_embeddings - WHERE embedding IS NOT NULL - ORDER BY distance ASC - LIMIT 30;`, [vec]); - const images = rows.map((r) => r.file_name); - res.type("html").send(renderTemplate(images, q)); - return; - } - // No query: list from DB if available, else fallback to local dir - let images = []; - if (pool) { - images = await listDbImages(60); - } - else { - images = listLocalImages(60); - } - res.type("html").send(renderTemplate(images, null)); - } - catch (err) { - // eslint-disable-next-line no-console - console.error("GET / error", { query: q, error: err }); - res.status(500).send("An error occurred. Check server logs."); - } -}); -app.get("/neighbors/:file_name", async (req, res) => { - const fileName = req.params.file_name; - try { - if (!pool) - throw new Error("Database not configured"); - // Fetch embedding for the selected image as text for reuse - const { rows: embRows } = await pool.query(`SELECT embedding::text AS embedding_text - FROM image_embeddings - WHERE file_name = $1 AND embedding IS NOT NULL - LIMIT 1;`, [fileName]); - if (!embRows.length) { - res.type("html").send(renderTemplate([], null)); - return; - } - const embeddingText = embRows[0].embedding_text; - const { rows } = await pool.query(`SELECT file_name, embedding <#> $1::vector AS distance - FROM image_embeddings - WHERE file_name != $2 AND embedding IS NOT NULL - ORDER BY distance ASC - LIMIT 30;`, [embeddingText, fileName]); - const images = [fileName, ...rows.map((r) => r.file_name)]; - res.type("html").send(renderTemplate(images, null)); - } - catch (err) { - // eslint-disable-next-line no-console - console.error("GET /neighbors error", { fileName, error: err }); - res.status(500).send("An error occurred. Check server logs."); - } -}); -app.listen(PORT, () => { - // eslint-disable-next-line no-console - console.log(`Browse server listening on http://localhost:${PORT}`); - // eslint-disable-next-line no-console - console.log("Config:", { - IMAGES_DIR, - IMAGE_BASE_URL: IMAGE_BASE_URL || null, - DATABASE_URL_SET: Boolean(DATABASE_URL), - REPLICATE_TOKEN_SET: Boolean(process.env.REPLICATE_API_TOKEN) - }); -}); diff --git a/browse/package-lock.json b/browse/package-lock.json deleted file mode 100644 index 08c60ad..0000000 --- a/browse/package-lock.json +++ /dev/null @@ -1,1864 +0,0 @@ -{ - "name": "image-browser-browse", - "version": "0.1.0", - "lockfileVersion": 3, - "requires": true, - "packages": { - "": { - "name": "image-browser-browse", - "version": "0.1.0", - "dependencies": { - "dotenv": "^16.4.5", - "express": "^4.19.2", - "pg": "^8.12.0", - "replicate": "^0.31.1" - }, - "devDependencies": { - "@types/express": "^4.17.21", - "@types/node": "^22.8.4", - "@types/pg": "^8.11.6", - "nodemon": "^3.1.7", - 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"license": "MIT", - "engines": { - "node": ">=12.20" - }, - "funding": { - "url": "https://github.com/sponsors/sindresorhus" - } - } - } -} From e4642043e3a1f09acfd7de7c1f273befa6a35470 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 6 Nov 2025 01:18:32 +0000 Subject: [PATCH 4/7] Consolidate loader and browser with shared library, add image dimensions Co-authored-by: wschenk <12232+wschenk@users.noreply.github.com> --- browse/package.json | 1 + browse/src/replicate.ts | 54 +----------------- browse/src/server.ts | 64 +++++++++++++-------- loader/package.json | 6 +- loader/src/db.ts | 112 +----------------------------------- loader/src/replicate.ts | 46 +-------------- loader/src/upload_r2.ts | 39 ++++++++++--- shared/package.json | 17 ++++++ shared/src/db.ts | 123 ++++++++++++++++++++++++++++++++++++++++ shared/src/index.ts | 2 + shared/src/replicate.ts | 61 ++++++++++++++++++++ shared/tsconfig.json | 16 ++++++ 12 files changed, 300 insertions(+), 241 deletions(-) create mode 100644 shared/package.json create mode 100644 shared/src/db.ts create mode 100644 shared/src/index.ts create mode 100644 shared/src/replicate.ts create mode 100644 shared/tsconfig.json diff --git a/browse/package.json b/browse/package.json index 92fe00f..2627c4c 100644 --- a/browse/package.json +++ b/browse/package.json @@ -11,6 +11,7 @@ "dependencies": { "dotenv": "^16.4.5", "express": "^4.19.2", + "image-browser-shared": "file:../shared", "pg": "^8.12.0", "replicate": "^0.31.1" }, diff --git a/browse/src/replicate.ts b/browse/src/replicate.ts index b9ea396..8ee5787 100644 --- a/browse/src/replicate.ts +++ b/browse/src/replicate.ts @@ -1,53 +1,3 @@ -import Replicate from "replicate"; - -type ReplicateModelId = `${string}/${string}` | `${string}/${string}:${string}`; - -// Environment-driven configuration for Replicate text and image embeddings -const replicateToken = process.env.REPLICATE_API_TOKEN; -const DEFAULT_IMAGE_MODEL: ReplicateModelId = - "lucataco/clip-vit-base-patch32:056324d6fb78878c1016e432a3827fa76950022848c5378681dd99b7dc7dcc24"; -// Default text model to krthr/clip-embeddings which returns { embedding: number[] } -const DEFAULT_TEXT_MODEL: ReplicateModelId = - "krthr/clip-embeddings:1c0371070cb827ec3c7f2f28adcdde54b50dcd239aa6faea0bc98b174ef03fb4"; -const TEXT_MODEL: ReplicateModelId = - (process.env.REPLICATE_TEXT_MODEL as ReplicateModelId) || DEFAULT_TEXT_MODEL; -const TEXT_INPUT_KEY = process.env.REPLICATE_TEXT_INPUT_KEY || "text"; -const IMAGE_MODEL: ReplicateModelId = - (process.env.REPLICATE_IMAGE_MODEL as ReplicateModelId) || DEFAULT_IMAGE_MODEL; -const IMAGE_INPUT_KEY = process.env.REPLICATE_IMAGE_INPUT_KEY || "image"; - -function getReplicateClient(): Replicate { - if (!replicateToken) { - throw new Error("REPLICATE_API_TOKEN is not set"); - } - return new Replicate({ auth: replicateToken }); -} - -export async function getTextEmbedding(query: string): Promise { - const client = getReplicateClient(); - const input: Record = {}; - input[TEXT_INPUT_KEY] = query; - const result: unknown = await client.run(TEXT_MODEL, { input }); - // Accept either raw number[] or { embedding: number[] } - if (Array.isArray(result)) { - return result.map((x) => Number(x)); - } - if (result && typeof result === "object" && Array.isArray((result as any).embedding)) { - const { embedding } = result as { embedding: unknown[] }; - return embedding.map((x) => Number(x)); - } - throw new Error("Unexpected embedding result from Replicate (expected number[] or {embedding:number[]})"); -} - -export async function getImageEmbedding(imageUrl: string): Promise { - const client = getReplicateClient(); - const input: Record = {}; - input[IMAGE_INPUT_KEY] = imageUrl; - const result: unknown = await client.run(IMAGE_MODEL, { input }); - if (Array.isArray(result)) { - return result.map((x) => Number(x)); - } - throw new Error("Unexpected embedding result from Replicate (expected number[])"); -} - +// Re-export from shared library for backward compatibility +export { getTextEmbedding, getImageEmbedding } from "image-browser-shared"; diff --git a/browse/src/server.ts b/browse/src/server.ts index faee291..7134203 100644 --- a/browse/src/server.ts +++ b/browse/src/server.ts @@ -5,7 +5,7 @@ import express from "express"; import type { Request, Response } from "express"; import dotenv from "dotenv"; import { Pool, QueryResult } from "pg"; -import { getTextEmbedding } from "./replicate.js"; +import { getTextEmbedding, toVectorParam } from "image-browser-shared"; dotenv.config(); @@ -105,26 +105,32 @@ function listLocalImages(limit = 60): string[] { } } -async function listDbImages(limit = 60): Promise { +interface ImageData { + file_name: string; + width?: number; + height?: number; +} + +async function listDbImages(limit = 60): Promise { if (!pool) return []; - const { rows }: QueryResult<{ file_name: string }> = await pool.query( - `SELECT file_name + const { rows }: QueryResult = await pool.query( + `SELECT file_name, width, height FROM image_embeddings WHERE embedding IS NOT NULL ORDER BY created_at DESC LIMIT $1;`, [limit] ); - return rows.map((r) => r.file_name); + return rows; } -// getTextEmbedding is imported from ./replicate - -function toVectorParam(embedding: number[] | string): string { - if (typeof embedding === "string") return embedding; // expected like "[0.1,0.2,...]" - return `[${embedding.join(",")}]`; +function listLocalImagesAsData(limit = 60): ImageData[] { + const files = listLocalImages(limit); + return files.map(file_name => ({ file_name })); } +// getTextEmbedding and toVectorParam are imported from shared library + // Load external HTML template and provide a renderer const TEMPLATE_PATH = path.join(__dirname, "template.html"); let TEMPLATE_SOURCE = ""; @@ -150,13 +156,15 @@ function googleLensUrl(imageUrl: string): string { return `${base}${encodeURIComponent(imageUrl)}`; } -function renderTemplate(images: string[], query: string | null): string { +function renderTemplate(images: ImageData[], query: string | null): string { const imagesHtml = images - .map((file) => { - const src = resolveImageUrl(file); + .map((img) => { + const src = resolveImageUrl(img.file_name); const googleLink = USING_REMOTE_IMAGES ? `G` : ""; const downloadLink = `↓`; - return `\n
\n
\n \n \"${file}\"\n \n
\n ${googleLink}${googleLink ? "\n " : ""}${downloadLink}\n
\n
\n
`; + // Add width and height attributes if available for better page loading + const dimensionAttrs = img.width && img.height ? ` width="${img.width}" height="${img.height}"` : ""; + return `\n
\n
\n \n \"${img.file_name}\"${dimensionAttrs}\n \n
\n ${googleLink}${googleLink ? "\n " : ""}${downloadLink}\n
\n
\n
`; }) .join(""); @@ -204,24 +212,24 @@ app.get("/", async (req: Request, res: Response) => { } const vec = toVectorParam(embedding); if (!pool) throw new Error("Database not configured"); - const { rows }: QueryResult<{ file_name: string; distance: number }> = await pool.query( - `SELECT file_name, embedding <#> $1::vector AS distance + const { rows }: QueryResult = await pool.query( + `SELECT file_name, width, height, embedding <#> $1::vector AS distance FROM image_embeddings WHERE embedding IS NOT NULL ORDER BY distance ASC LIMIT 30;`, [vec] ); - const images = rows.map((r) => r.file_name); + const images: ImageData[] = rows.map((r) => ({ file_name: r.file_name, width: r.width, height: r.height })); res.type("html").send(renderTemplate(images, q)); return; } // No query: list from DB if available, else fallback to local dir - let images: string[] = []; + let images: ImageData[] = []; if (pool) { images = await listDbImages(60); } else { - images = listLocalImages(60); + images = listLocalImagesAsData(60); } res.type("html").send(renderTemplate(images, null)); } catch (err) { @@ -235,9 +243,9 @@ app.get("/neighbors/:file_name", async (req: Request, res: Response) => { const fileName = req.params.file_name; try { if (!pool) throw new Error("Database not configured"); - // Fetch embedding for the selected image as text for reuse - const { rows: embRows }: QueryResult<{ embedding_text: string }> = await pool.query( - `SELECT embedding::text AS embedding_text + // Fetch embedding and dimensions for the selected image + const { rows: embRows }: QueryResult<{ embedding_text: string; width?: number; height?: number }> = await pool.query( + `SELECT embedding::text AS embedding_text, width, height FROM image_embeddings WHERE file_name = $1 AND embedding IS NOT NULL LIMIT 1;`, @@ -248,15 +256,21 @@ app.get("/neighbors/:file_name", async (req: Request, res: Response) => { return; } const embeddingText = embRows[0].embedding_text; - const { rows }: QueryResult<{ file_name: string; distance: number }> = await pool.query( - `SELECT file_name, embedding <#> $1::vector AS distance + const selectedImage: ImageData = { + file_name: fileName, + width: embRows[0].width, + height: embRows[0].height + }; + const { rows }: QueryResult = await pool.query( + `SELECT file_name, width, height, embedding <#> $1::vector AS distance FROM image_embeddings WHERE file_name != $2 AND embedding IS NOT NULL ORDER BY distance ASC LIMIT 30;`, [embeddingText, fileName] ); - const images = [fileName, ...rows.map((r) => r.file_name)]; + const similarImages: ImageData[] = rows.map((r) => ({ file_name: r.file_name, width: r.width, height: r.height })); + const images = [selectedImage, ...similarImages]; res.type("html").send(renderTemplate(images, null)); } catch (err) { // eslint-disable-next-line no-console diff --git a/loader/package.json b/loader/package.json index 0cb155e..2bedbf6 100644 --- a/loader/package.json +++ b/loader/package.json @@ -6,16 +6,18 @@ "scripts": { "upload": "tsx src/upload_r2.ts", "embed": "tsx src/embed_missing.ts", - "ensure-schema": "tsx src/db.ts ensure-schema", + "ensure-schema": "tsx ../shared/src/db.ts ensure-schema", "sync": "tsx src/sync.ts" }, "dependencies": { "@aws-sdk/client-s3": "^3.614.0", "dotenv": "^16.4.5", + "image-browser-shared": "file:../shared", "mime": "^3.0.0", "p-limit": "^5.0.0", "pg": "^8.12.0", - "replicate": "^0.31.1" + "replicate": "^0.31.1", + "sharp": "^0.33.5" }, "devDependencies": { "@types/node": "^22.8.4", diff --git a/loader/src/db.ts b/loader/src/db.ts index 8c5929d..1a83476 100644 --- a/loader/src/db.ts +++ b/loader/src/db.ts @@ -1,110 +1,2 @@ -import { Pool } from "pg"; -import dotenv from "dotenv"; - -dotenv.config(); - -const DATABASE_URL = process.env.SUPABASE_DB_URL || ""; -const EXPECTED_VECTOR_DIM = process.env.EXPECTED_VECTOR_DIM ? Number(process.env.EXPECTED_VECTOR_DIM) : 768; - -if (!DATABASE_URL) { - // eslint-disable-next-line no-console - console.warn("SUPABASE_DB_URL is not set; DB operations will fail."); -} - -function sslConfigFor(url: string): any { - if (!url) return undefined; - // Enable SSL for Supabase pooler or when PGSSL=require - if (/pooler\.supabase\.com|supabase\.co/.test(url) || (process.env.PGSSL || "").toLowerCase() === "require") { - return { rejectUnauthorized: false }; - } - return undefined; -} - -let pool: Pool | null = null; -export function getPool(): Pool { - if (!pool) { - pool = new Pool({ - connectionString: DATABASE_URL, - ssl: sslConfigFor(DATABASE_URL), - keepAlive: true, - max: process.env.PG_MAX ? Number(process.env.PG_MAX) : 5, - idleTimeoutMillis: process.env.PG_IDLE ? Number(process.env.PG_IDLE) : 10000 - }); - // Avoid noisy logs on expected pool shutdown/termination signals - pool.on("error", (err: any) => { - const code = err?.code as string | undefined; - const msg = String(err?.message || ""); - if ( - code === "57P01" || // admin shutdown - code === "XX000" || // internal error (db_termination observed) - /terminat/i.test(msg) || - /db_termination/i.test(msg) - ) { - return; // ignore expected termination during/after shutdown - } - // eslint-disable-next-line no-console - console.warn("pg pool error (ignored)", err); - }); - } - return pool; -} - -export async function ensureSchema(): Promise { - const dim = EXPECTED_VECTOR_DIM || 768; - // eslint-disable-next-line no-console - console.log(`Ensuring schema image_embeddings with vector(${dim})...`); - const client = await getPool().connect(); - try { - await client.query("create extension if not exists vector;"); - await client.query( - `create table if not exists image_embeddings ( - id serial primary key, - file_name text unique, - embedding vector(${dim}), - created_at timestamp default now() - );` - ); - // Ensure unique index on file_name (in case of legacy table without constraint) - await client.query( - `do $$ begin - if not exists ( - select 1 from pg_indexes where schemaname = current_schema() and indexname = 'image_embeddings_file_name_key' - ) then - begin - alter table image_embeddings add constraint image_embeddings_file_name_key unique (file_name); - exception when duplicate_table then null; end; - end if; - end $$;` - ); - } finally { - client.release(); - } -} - -export async function getAllFileNames(): Promise { - const pool = getPool(); - const { rows } = await pool.query<{ file_name: string }>( - "select file_name from image_embeddings;" - ); - return rows.map((r) => r.file_name); -} - -export function toVectorParam(embedding: number[] | string): string { - if (typeof embedding === "string") return embedding; - return `[${embedding.join(",")}]`; -} - -// CLI support: `tsx src/db.ts ensure-schema` -if (process.argv[2] === "ensure-schema") { - ensureSchema() - .then(() => { - // eslint-disable-next-line no-console - console.log("Schema ensured."); - process.exit(0); - }) - .catch((err) => { - // eslint-disable-next-line no-console - console.error("Failed to ensure schema", err); - process.exit(1); - }); -} +// Re-export from shared library for backward compatibility +export { getPool, ensureSchema, getAllFileNames, toVectorParam } from "image-browser-shared"; diff --git a/loader/src/replicate.ts b/loader/src/replicate.ts index ef96542..f3c8c22 100644 --- a/loader/src/replicate.ts +++ b/loader/src/replicate.ts @@ -1,44 +1,2 @@ -import Replicate from "replicate"; -import dotenv from "dotenv"; - -dotenv.config(); - -type ReplicateModelId = `${string}/${string}` | `${string}/${string}:${string}`; - -const replicateToken = process.env.REPLICATE_API_TOKEN; -const DEFAULT_IMAGE_MODEL: ReplicateModelId = - (process.env.REPLICATE_IMAGE_MODEL as ReplicateModelId) || - ("krthr/clip-embeddings:1c0371070cb827ec3c7f2f28adcdde54b50dcd239aa6faea0bc98b174ef03fb4" as ReplicateModelId); -const IMAGE_INPUT_KEY = process.env.REPLICATE_IMAGE_INPUT_KEY || "image"; -const EXPECTED_VECTOR_DIM = process.env.EXPECTED_VECTOR_DIM ? Number(process.env.EXPECTED_VECTOR_DIM) : 768; - -function getReplicateClient(): Replicate { - if (!replicateToken) { - throw new Error("REPLICATE_API_TOKEN is not set"); - } - return new Replicate({ auth: replicateToken }); -} - -export async function getImageEmbedding(imageUrl: string): Promise { - const modelId = DEFAULT_IMAGE_MODEL; - const client = getReplicateClient(); - const input: Record = {}; - input[IMAGE_INPUT_KEY] = imageUrl; - const result: unknown = await client.run(modelId, { input }); - if (Array.isArray(result)) { - const embedding = result.map((x) => Number(x)); - if (EXPECTED_VECTOR_DIM && embedding.length !== EXPECTED_VECTOR_DIM) { - throw new Error(`Embedding dimension mismatch: got ${embedding.length}, expected ${EXPECTED_VECTOR_DIM}`); - } - return embedding; - } - if (result && typeof result === "object" && Array.isArray((result as any).embedding)) { - const { embedding } = result as { embedding: unknown[] }; - const vec = embedding.map((x) => Number(x)); - if (EXPECTED_VECTOR_DIM && vec.length !== EXPECTED_VECTOR_DIM) { - throw new Error(`Embedding dimension mismatch: got ${vec.length}, expected ${EXPECTED_VECTOR_DIM}`); - } - return vec; - } - throw new Error("Unexpected embedding result from Replicate (expected number[] or {embedding:number[]})"); -} +// Re-export from shared library for backward compatibility +export { getImageEmbedding } from "image-browser-shared"; diff --git a/loader/src/upload_r2.ts b/loader/src/upload_r2.ts index 0e25975..7ab41a1 100644 --- a/loader/src/upload_r2.ts +++ b/loader/src/upload_r2.ts @@ -2,6 +2,7 @@ import fs from "fs"; import path from "path"; import { fileURLToPath } from "url"; import dotenv from "dotenv"; +import sharp from "sharp"; import { getR2Client, existsInBucket, uploadFile, toKey } from "./r2.js"; import { ensureSchema, getPool, getAllFileNames } from "./db.js"; @@ -29,13 +30,35 @@ function listLocalImages(): string[] { } } -async function upsertImageRow(fileName: string): Promise { +async function getImageDimensions(filePath: string): Promise<{ width: number; height: number } | null> { + try { + const metadata = await sharp(filePath).metadata(); + if (metadata.width && metadata.height) { + return { width: metadata.width, height: metadata.height }; + } + } catch (err) { + // eslint-disable-next-line no-console + console.warn(`Failed to extract dimensions for ${filePath}:`, err); + } + return null; +} + +async function upsertImageRow(fileName: string, filePath: string): Promise { const pool = getPool(); - await pool.query( - `insert into image_embeddings (file_name) values ($1) - on conflict (file_name) do nothing;`, - [fileName] - ); + const dims = await getImageDimensions(filePath); + if (dims) { + await pool.query( + `insert into image_embeddings (file_name, width, height) values ($1, $2, $3) + on conflict (file_name) do update set width = EXCLUDED.width, height = EXCLUDED.height;`, + [fileName, dims.width, dims.height] + ); + } else { + await pool.query( + `insert into image_embeddings (file_name) values ($1) + on conflict (file_name) do nothing;`, + [fileName] + ); + } } async function main(): Promise { @@ -90,7 +113,7 @@ async function main(): Promise { await uploadFile(s3, filePath, key); // eslint-disable-next-line no-console console.log(`Uploaded ${fileName}`); - await upsertImageRow(fileName); + await upsertImageRow(fileName, filePath); return; } @@ -105,7 +128,7 @@ async function main(): Promise { // eslint-disable-next-line no-console console.log(`Already exists in bucket, skipping upload: ${fileName}`); } - await upsertImageRow(fileName); + await upsertImageRow(fileName, filePath); }); // eslint-disable-next-line no-console console.log("Upload + DB upsert complete. Closing DB pool..."); diff --git a/shared/package.json b/shared/package.json new file mode 100644 index 0000000..cd25fc9 --- /dev/null +++ b/shared/package.json @@ -0,0 +1,17 @@ +{ + "name": "image-browser-shared", + "version": "0.1.0", + "private": true, + "type": "module", + "main": "./src/index.ts", + "dependencies": { + "dotenv": "^16.4.5", + "pg": "^8.12.0", + "replicate": "^0.31.1" + }, + "devDependencies": { + "@types/node": "^22.8.4", + "@types/pg": "^8.11.6", + "typescript": "^5.6.3" + } +} diff --git a/shared/src/db.ts b/shared/src/db.ts new file mode 100644 index 0000000..0c97784 --- /dev/null +++ b/shared/src/db.ts @@ -0,0 +1,123 @@ +import { Pool } from "pg"; +import dotenv from "dotenv"; + +dotenv.config(); + +const DATABASE_URL = process.env.SUPABASE_DB_URL || ""; +const EXPECTED_VECTOR_DIM = process.env.EXPECTED_VECTOR_DIM ? Number(process.env.EXPECTED_VECTOR_DIM) : 768; + +if (!DATABASE_URL) { + // eslint-disable-next-line no-console + console.warn("SUPABASE_DB_URL is not set; DB operations will fail."); +} + +function sslConfigFor(url: string): any { + if (!url) return undefined; + // Enable SSL for Supabase pooler or when PGSSL=require + if (/pooler\.supabase\.com|supabase\.co/.test(url) || (process.env.PGSSL || "").toLowerCase() === "require") { + return { rejectUnauthorized: false }; + } + return undefined; +} + +let pool: Pool | null = null; +export function getPool(): Pool { + if (!pool) { + pool = new Pool({ + connectionString: DATABASE_URL, + ssl: sslConfigFor(DATABASE_URL), + keepAlive: true, + max: process.env.PG_MAX ? Number(process.env.PG_MAX) : 5, + idleTimeoutMillis: process.env.PG_IDLE ? Number(process.env.PG_IDLE) : 10000 + }); + // Avoid noisy logs on expected pool shutdown/termination signals + pool.on("error", (err: any) => { + const code = err?.code as string | undefined; + const msg = String(err?.message || ""); + if ( + code === "57P01" || // admin shutdown + code === "XX000" || // internal error (db_termination observed) + /terminat/i.test(msg) || + /db_termination/i.test(msg) + ) { + return; // ignore expected termination during/after shutdown + } + // eslint-disable-next-line no-console + console.warn("pg pool error (ignored)", err); + }); + } + return pool; +} + +export async function ensureSchema(): Promise { + const dim = EXPECTED_VECTOR_DIM || 768; + // eslint-disable-next-line no-console + console.log(`Ensuring schema image_embeddings with vector(${dim})...`); + const client = await getPool().connect(); + try { + await client.query("create extension if not exists vector;"); + await client.query( + `create table if not exists image_embeddings ( + id serial primary key, + file_name text unique, + embedding vector(${dim}), + width integer, + height integer, + created_at timestamp default now() + );` + ); + // Ensure unique index on file_name (in case of legacy table without constraint) + await client.query( + `do $$ begin + if not exists ( + select 1 from pg_indexes where schemaname = current_schema() and indexname = 'image_embeddings_file_name_key' + ) then + begin + alter table image_embeddings add constraint image_embeddings_file_name_key unique (file_name); + exception when duplicate_table then null; end; + end if; + end $$;` + ); + // Add width and height columns if they don't exist (for migration) + await client.query( + `do $$ begin + if not exists (select 1 from information_schema.columns where table_name = 'image_embeddings' and column_name = 'width') then + alter table image_embeddings add column width integer; + end if; + if not exists (select 1 from information_schema.columns where table_name = 'image_embeddings' and column_name = 'height') then + alter table image_embeddings add column height integer; + end if; + end $$;` + ); + } finally { + client.release(); + } +} + +export async function getAllFileNames(): Promise { + const pool = getPool(); + const { rows } = await pool.query<{ file_name: string }>( + "select file_name from image_embeddings;" + ); + return rows.map((r) => r.file_name); +} + +export function toVectorParam(embedding: number[] | string): string { + if (typeof embedding === "string") return embedding; + return `[${embedding.join(",")}]`; +} + +// CLI support: `tsx src/db.ts ensure-schema` +if (process.argv[1] && process.argv[1].endsWith('db.ts') && process.argv[2] === "ensure-schema") { + ensureSchema() + .then(() => { + // eslint-disable-next-line no-console + console.log("Schema ensured."); + process.exit(0); + }) + .catch((err) => { + // eslint-disable-next-line no-console + console.error("Failed to ensure schema", err); + process.exit(1); + }); +} diff --git a/shared/src/index.ts b/shared/src/index.ts new file mode 100644 index 0000000..dad3bcc --- /dev/null +++ b/shared/src/index.ts @@ -0,0 +1,2 @@ +export { getPool, ensureSchema, getAllFileNames, toVectorParam } from "./db.js"; +export { getImageEmbedding, getTextEmbedding } from "./replicate.js"; diff --git a/shared/src/replicate.ts b/shared/src/replicate.ts new file mode 100644 index 0000000..dcf7142 --- /dev/null +++ b/shared/src/replicate.ts @@ -0,0 +1,61 @@ +import Replicate from "replicate"; +import dotenv from "dotenv"; + +dotenv.config(); + +type ReplicateModelId = `${string}/${string}` | `${string}/${string}:${string}`; + +const replicateToken = process.env.REPLICATE_API_TOKEN; +const DEFAULT_IMAGE_MODEL: ReplicateModelId = + (process.env.REPLICATE_IMAGE_MODEL as ReplicateModelId) || + ("krthr/clip-embeddings:1c0371070cb827ec3c7f2f28adcdde54b50dcd239aa6faea0bc98b174ef03fb4" as ReplicateModelId); +const DEFAULT_TEXT_MODEL: ReplicateModelId = + (process.env.REPLICATE_TEXT_MODEL as ReplicateModelId) || + ("krthr/clip-embeddings:1c0371070cb827ec3c7f2f28adcdde54b50dcd239aa6faea0bc98b174ef03fb4" as ReplicateModelId); +const IMAGE_INPUT_KEY = process.env.REPLICATE_IMAGE_INPUT_KEY || "image"; +const TEXT_INPUT_KEY = process.env.REPLICATE_TEXT_INPUT_KEY || "text"; +const EXPECTED_VECTOR_DIM = process.env.EXPECTED_VECTOR_DIM ? Number(process.env.EXPECTED_VECTOR_DIM) : 768; + +function getReplicateClient(): Replicate { + if (!replicateToken) { + throw new Error("REPLICATE_API_TOKEN is not set"); + } + return new Replicate({ auth: replicateToken }); +} + +function parseEmbeddingResult(result: unknown, context: string): number[] { + if (Array.isArray(result)) { + const embedding = result.map((x) => Number(x)); + if (EXPECTED_VECTOR_DIM && embedding.length !== EXPECTED_VECTOR_DIM) { + throw new Error(`${context}: Embedding dimension mismatch: got ${embedding.length}, expected ${EXPECTED_VECTOR_DIM}`); + } + return embedding; + } + if (result && typeof result === "object" && Array.isArray((result as any).embedding)) { + const { embedding } = result as { embedding: unknown[] }; + const vec = embedding.map((x) => Number(x)); + if (EXPECTED_VECTOR_DIM && vec.length !== EXPECTED_VECTOR_DIM) { + throw new Error(`${context}: Embedding dimension mismatch: got ${vec.length}, expected ${EXPECTED_VECTOR_DIM}`); + } + return vec; + } + throw new Error(`${context}: Unexpected embedding result from Replicate (expected number[] or {embedding:number[]})`); +} + +export async function getImageEmbedding(imageUrl: string): Promise { + const modelId = DEFAULT_IMAGE_MODEL; + const client = getReplicateClient(); + const input: Record = {}; + input[IMAGE_INPUT_KEY] = imageUrl; + const result: unknown = await client.run(modelId, { input }); + return parseEmbeddingResult(result, "getImageEmbedding"); +} + +export async function getTextEmbedding(query: string): Promise { + const modelId = DEFAULT_TEXT_MODEL; + const client = getReplicateClient(); + const input: Record = {}; + input[TEXT_INPUT_KEY] = query; + const result: unknown = await client.run(modelId, { input }); + return parseEmbeddingResult(result, "getTextEmbedding"); +} diff --git a/shared/tsconfig.json b/shared/tsconfig.json new file mode 100644 index 0000000..3fb41fe --- /dev/null +++ b/shared/tsconfig.json @@ -0,0 +1,16 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "ES2022", + "lib": ["ES2022"], + "moduleResolution": "node", + "esModuleInterop": true, + "skipLibCheck": true, + "strict": true, + "resolveJsonModule": true, + "outDir": "./dist", + "rootDir": "./src" + }, + "include": ["src/**/*"], + "exclude": ["node_modules", "dist"] +} From 90f4e37d73795ddab87ce443b9fedcb66a70b9bd Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 6 Nov 2025 01:24:46 +0000 Subject: [PATCH 5/7] Add documentation and verification script for consolidated architecture Co-authored-by: wschenk <12232+wschenk@users.noreply.github.com> --- README.md | 13 +++-- loader/README.md | 8 +-- shared/README.md | 69 +++++++++++++++++++++++++ verify-consolidation.sh | 110 ++++++++++++++++++++++++++++++++++++++++ 4 files changed, 194 insertions(+), 6 deletions(-) create mode 100644 shared/README.md create mode 100755 verify-consolidation.sh diff --git a/README.md b/README.md index d0139a9..337ea05 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,9 @@ This repo supports two complementary systems for image search and browsing: - Local (MLX on Apple Silicon): run a lightweight Flask app that queries your Supabase Postgres with CLIP embeddings using MLX locally. Directory: `mlx-local/`. - Cloud loader and embedding backfill (R2 + Replicate): upload images in `images/` to Cloudflare R2 and backfill missing embeddings via Replicate. Directory: `loader/`. +- Cloud browser: web interface for searching and browsing images. Directory: `browse/`. + +The `loader` and `browse` applications share common code through the `shared/` library, which provides database operations and Replicate API interactions. ## Basic workflow @@ -14,7 +17,7 @@ This repo supports two complementary systems for image search and browsing: mise run sync ``` -This scans `images/`, uploads new files to R2, and ensures a row exists in `image_embeddings`. A separate worker can backfill embeddings via Replicate. +This scans `images/`, uploads new files to R2, extracts image dimensions (width/height), and ensures a row exists in `image_embeddings`. A separate worker can backfill embeddings via Replicate. ## Local MLX browser (optional) @@ -28,15 +31,19 @@ mise setup-supabase-env mise run-mlx-local ``` +## Architecture + +The project uses a shared library (`shared/`) that contains common code for database operations and Replicate API interactions. Both `loader` and `browse` use this shared library to ensure consistency. + ## Cloud loader details See `loader/README.md` for full setup. In short, configure `loader/.env`, then: ```bash -# ensure DB schema exists +# ensure DB schema exists (includes width/height columns) (cd loader && npm run ensure-schema) -# upload images and upsert DB rows (sync is a convenience wrapper) +# upload images, extract dimensions, and upsert DB rows (sync is a convenience wrapper) mise sync # backfill missing embeddings via Replicate diff --git a/loader/README.md b/loader/README.md index b6adbca..98dfbdb 100644 --- a/loader/README.md +++ b/loader/README.md @@ -1,6 +1,8 @@ # Loader (Cloudflare R2 + Embedding Backfill) -This project uploads local images to Cloudflare R2 and ensures there is a row in Postgres (`image_embeddings`). A second worker backfills missing image embeddings using Replicate. +This project uploads local images to Cloudflare R2, extracts image dimensions (width/height), and ensures there is a row in Postgres (`image_embeddings`). A second worker backfills missing image embeddings using Replicate. + +The loader uses shared library code from `../shared/` for database operations and Replicate API interactions, ensuring consistency with the browse application. ## Setup @@ -46,13 +48,13 @@ npm install ## Commands -- Ensure schema (creates `image_embeddings` if missing): +- Ensure schema (creates `image_embeddings` with width/height columns if missing): ```bash npm run ensure-schema ``` -- Upload images (skips ones already in R2) and upsert DB rows: +- Upload images (skips ones already in R2), extract dimensions, and upsert DB rows: ```bash npm run upload diff --git a/shared/README.md b/shared/README.md new file mode 100644 index 0000000..bbda05b --- /dev/null +++ b/shared/README.md @@ -0,0 +1,69 @@ +# Shared Library + +This package contains shared code used by both `loader` and `browse` applications to ensure consistency across the image browser system. + +## Contents + +### Database Module (`src/db.ts`) + +Provides database connection and schema management: + +- `getPool()` - Returns a singleton PostgreSQL connection pool +- `ensureSchema()` - Creates the `image_embeddings` table with vector extension, including width/height columns +- `getAllFileNames()` - Retrieves all file names from the database +- `toVectorParam()` - Converts embedding arrays to PostgreSQL vector format + +The schema includes: +- `file_name` - Unique identifier for each image +- `embedding` - Vector embedding for similarity search +- `width` and `height` - Image dimensions for optimized page loading +- `created_at` - Timestamp + +### Replicate Module (`src/replicate.ts`) + +Provides embedding generation via Replicate API: + +- `getImageEmbedding(imageUrl)` - Generates embedding vector from an image URL +- `getTextEmbedding(query)` - Generates embedding vector from text query + +Both functions: +- Support configurable models via environment variables +- Validate embedding dimensions against `EXPECTED_VECTOR_DIM` +- Handle multiple response formats from Replicate API + +## Environment Variables + +The shared library respects the following environment variables: + +- `SUPABASE_DB_URL` - PostgreSQL connection string +- `REPLICATE_API_TOKEN` - Replicate API authentication token +- `EXPECTED_VECTOR_DIM` - Expected embedding dimension (default: 768) +- `REPLICATE_IMAGE_MODEL` - Custom image embedding model +- `REPLICATE_TEXT_MODEL` - Custom text embedding model +- `REPLICATE_IMAGE_INPUT_KEY` - Input key for image model (default: "image") +- `REPLICATE_TEXT_INPUT_KEY` - Input key for text model (default: "text") + +## Usage + +Both `loader` and `browse` reference this package via `file:../shared` in their `package.json`: + +```json +{ + "dependencies": { + "image-browser-shared": "file:../shared" + } +} +``` + +Then import the functions: + +```typescript +import { getPool, ensureSchema, getImageEmbedding, getTextEmbedding } from "image-browser-shared"; +``` + +## Benefits + +1. **Single Source of Truth**: Database schema and API interactions are defined once +2. **Consistency**: Both applications use identical embedding logic +3. **Maintainability**: Bug fixes and improvements only need to be made in one place +4. **Type Safety**: Shared TypeScript types ensure compatibility diff --git a/verify-consolidation.sh b/verify-consolidation.sh new file mode 100755 index 0000000..1aef1a3 --- /dev/null +++ b/verify-consolidation.sh @@ -0,0 +1,110 @@ +#!/bin/bash +set -e + +echo "=== Verifying Consolidated Image Browser ===" +echo "" + +echo "1. Checking shared library structure..." +if [ -d "shared/src" ]; then + echo " ✓ shared/src directory exists" +else + echo " ✗ shared/src directory missing" + exit 1 +fi + +if [ -f "shared/src/db.ts" ]; then + echo " ✓ shared/src/db.ts exists" +else + echo " ✗ shared/src/db.ts missing" + exit 1 +fi + +if [ -f "shared/src/replicate.ts" ]; then + echo " ✓ shared/src/replicate.ts exists" +else + echo " ✗ shared/src/replicate.ts missing" + exit 1 +fi + +if [ -f "shared/src/index.ts" ]; then + echo " ✓ shared/src/index.ts exists" +else + echo " ✗ shared/src/index.ts missing" + exit 1 +fi + +echo "" +echo "2. Checking loader integration..." +if grep -q "image-browser-shared" loader/package.json; then + echo " ✓ loader references shared library" +else + echo " ✗ loader does not reference shared library" + exit 1 +fi + +if grep -q "image-browser-shared" loader/src/db.ts; then + echo " ✓ loader/src/db.ts uses shared library" +else + echo " ✗ loader/src/db.ts does not use shared library" + exit 1 +fi + +if grep -q "sharp" loader/package.json; then + echo " ✓ loader includes sharp for image dimension extraction" +else + echo " ✗ loader missing sharp dependency" + exit 1 +fi + +echo "" +echo "3. Checking browse integration..." +if grep -q "image-browser-shared" browse/package.json; then + echo " ✓ browse references shared library" +else + echo " ✗ browse does not reference shared library" + exit 1 +fi + +if grep -q "image-browser-shared" browse/src/replicate.ts; then + echo " ✓ browse/src/replicate.ts uses shared library" +else + echo " ✗ browse/src/replicate.ts does not use shared library" + exit 1 +fi + +echo "" +echo "4. Checking database schema includes width/height..." +if grep -q "width integer" shared/src/db.ts; then + echo " ✓ Schema includes width column" +else + echo " ✗ Schema missing width column" + exit 1 +fi + +if grep -q "height integer" shared/src/db.ts; then + echo " ✓ Schema includes height column" +else + echo " ✗ Schema missing height column" + exit 1 +fi + +echo "" +echo "5. Verifying TypeScript compilation..." +cd browse +npm run build > /dev/null 2>&1 +if [ $? -eq 0 ]; then + echo " ✓ browse compiles successfully" +else + echo " ✗ browse compilation failed" + exit 1 +fi +cd .. + +echo "" +echo "✓ All consolidation checks passed!" +echo "" +echo "Summary:" +echo " - Shared library created with common DB and Replicate code" +echo " - Loader uses shared library and extracts image dimensions" +echo " - Browse uses shared library and displays image dimensions" +echo " - Database schema includes width and height columns" From 8e0ae652916f922e447c48ef702f49276a046fcd Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 6 Nov 2025 01:27:34 +0000 Subject: [PATCH 6/7] Fix CLI entry point detection in shared db.ts to be more robust Co-authored-by: wschenk <12232+wschenk@users.noreply.github.com> --- shared/src/db.ts | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/shared/src/db.ts b/shared/src/db.ts index 0c97784..28cf835 100644 --- a/shared/src/db.ts +++ b/shared/src/db.ts @@ -1,4 +1,5 @@ import { Pool } from "pg"; +import { fileURLToPath } from "url"; import dotenv from "dotenv"; dotenv.config(); @@ -108,7 +109,9 @@ export function toVectorParam(embedding: number[] | string): string { } // CLI support: `tsx src/db.ts ensure-schema` -if (process.argv[1] && process.argv[1].endsWith('db.ts') && process.argv[2] === "ensure-schema") { +// Only run if this module is the main entry point +const __filename = fileURLToPath(import.meta.url); +if (process.argv[1] === __filename && process.argv[2] === "ensure-schema") { ensureSchema() .then(() => { // eslint-disable-next-line no-console From 4e86216d1ffd2e4ecc3cfa3a3ef9a7172ff7edb8 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 6 Nov 2025 01:31:41 +0000 Subject: [PATCH 7/7] Address code review feedback: simplify SQL, validate dimensions, fix shell script Co-authored-by: wschenk <12232+wschenk@users.noreply.github.com> --- browse/src/server.ts | 9 +++++++-- loader/src/upload_r2.ts | 22 +++++++++------------- verify-consolidation.sh | 3 +-- 3 files changed, 17 insertions(+), 17 deletions(-) diff --git a/browse/src/server.ts b/browse/src/server.ts index 7134203..667687d 100644 --- a/browse/src/server.ts +++ b/browse/src/server.ts @@ -156,14 +156,19 @@ function googleLensUrl(imageUrl: string): string { return `${base}${encodeURIComponent(imageUrl)}`; } +function isValidDimension(value: number | null | undefined): boolean { + return typeof value === 'number' && value > 0 && value < 100000 && Number.isInteger(value); +} + function renderTemplate(images: ImageData[], query: string | null): string { const imagesHtml = images .map((img) => { const src = resolveImageUrl(img.file_name); const googleLink = USING_REMOTE_IMAGES ? `G` : ""; const downloadLink = `↓`; - // Add width and height attributes if available for better page loading - const dimensionAttrs = img.width && img.height ? ` width="${img.width}" height="${img.height}"` : ""; + // Add width and height attributes if available and valid for better page loading + const hasValidDimensions = isValidDimension(img.width) && isValidDimension(img.height); + const dimensionAttrs = hasValidDimensions ? ` width="${img.width}" height="${img.height}"` : ""; return `\n
\n
\n \n \"${img.file_name}\"${dimensionAttrs}\n \n
\n ${googleLink}${googleLink ? "\n " : ""}${downloadLink}\n
\n
\n
`; }) .join(""); diff --git a/loader/src/upload_r2.ts b/loader/src/upload_r2.ts index 7ab41a1..ab4367c 100644 --- a/loader/src/upload_r2.ts +++ b/loader/src/upload_r2.ts @@ -46,19 +46,15 @@ async function getImageDimensions(filePath: string): Promise<{ width: number; he async function upsertImageRow(fileName: string, filePath: string): Promise { const pool = getPool(); const dims = await getImageDimensions(filePath); - if (dims) { - await pool.query( - `insert into image_embeddings (file_name, width, height) values ($1, $2, $3) - on conflict (file_name) do update set width = EXCLUDED.width, height = EXCLUDED.height;`, - [fileName, dims.width, dims.height] - ); - } else { - await pool.query( - `insert into image_embeddings (file_name) values ($1) - on conflict (file_name) do nothing;`, - [fileName] - ); - } + + // Single query that handles both cases - with or without dimensions + await pool.query( + `insert into image_embeddings (file_name, width, height) values ($1, $2, $3) + on conflict (file_name) do update set + width = COALESCE(EXCLUDED.width, image_embeddings.width), + height = COALESCE(EXCLUDED.height, image_embeddings.height);`, + [fileName, dims?.width || null, dims?.height || null] + ); } async function main(): Promise { diff --git a/verify-consolidation.sh b/verify-consolidation.sh index 1aef1a3..b21d39e 100755 --- a/verify-consolidation.sh +++ b/verify-consolidation.sh @@ -91,8 +91,7 @@ fi echo "" echo "5. Verifying TypeScript compilation..." cd browse -npm run build > /dev/null 2>&1 -if [ $? -eq 0 ]; then +if npm run build > /dev/null 2>&1; then echo " ✓ browse compiles successfully" else echo " ✗ browse compilation failed"