Features/refine vector knowledge

src/lib/helpers/enums.js

@@ -185,4 +185,11 @@ const llmModelType = {
     Embedding: 4,
     Audio: 5
 };
-export const LlmModelType = Object.freeze(llmModelType);
+export const LlmModelType = Object.freeze(llmModelType);
+
+const reasoningEffortLevel = {
+    Low: "low",
+    Medium: "medium",
+    High: "high"
+};
+export const ReasoningEffortLevel = Object.freeze(reasoningEffortLevel);

src/lib/helpers/types/agentTypes.js

@@ -17,6 +17,7 @@
  * @property {string?} model
  * @property {number} max_recursion_depth
  * @property {number?} [max_output_tokens]
+ * @property {string?} [reasoning_effort_level]
  */
 
 

src/lib/helpers/types/knowledgeTypes.js

@@ -15,15 +15,22 @@
  * @property {number} [limit] - Data limit.
  * @property {number} [confidence] - Confidence.
  * @property {boolean} [with_vector] - Include vector or not.
+ * @property {VectorFilterGroup[]} [filter_groups] - Search filter groups.
  */
 
 /**
  * @typedef {Object} KnowledgeFilter
  * @property {string | null} [start_id] - The start id.
  * @property {number} size - Page size.
  * @property {boolean} [with_vector] - Include vector or not.
- * @property {string[]} [included_payloads] - Included payload keys.
- * @property {{ key: string, value: string }[]} [search_pairs] - Search pairs.
+ * @property {string[]} [fields] - Included payload fields.
+ * @property {VectorFilterGroup[]} [filter_groups] - Search filter groups.
+ */
+
+/**
+ * @typedef {Object} VectorFilterGroup
+ * @property {string} [filter_operator] - The filter operator.
+ * @property {{ key: string, value: string }[]} [filters] - Search filters.
  */
 
 /**
@@ -32,6 +39,7 @@
  * @property {any} data - The knowledge data.
  * @property {number} [score] - The knowledge score.
  * @property {number[]} [vector] - The knowledge vector.
+ * @property {number} [vector_dimension] - The vector dimension.
  */
 
 /**

src/lib/helpers/utils/common.js

@@ -147,7 +147,7 @@ export function splitTextByCase(str) {
     if (!str) return str;
 
     let words = str.split("_");
-    if (words.length === 0) {
+    if (words.length === 1) {
         // split by camel case
         words = str.split(/(?=[A-Z])/);
     }

src/lib/scss/custom/pages/_knowledgebase.scss

@@ -41,6 +41,14 @@
     }
 }
 
+.operator-tooltip {
+    .tooltip-inner {
+        width: fit-content !important;
+        max-width: 300px !important;
+        text-align: left !important;
+    }
+}
+
 .knowledge-textarea {
     border-radius: 5px;
     border-color: var(--#{$prefix}light) !important;
@@ -245,6 +253,24 @@
             font-size: 15px;
         }
     }
+
+    .payload-container {
+        display: flex;
+        flex-direction: column;
+        gap: 10px;
+        max-height: 280px;
+        overflow-y: auto;
+        scrollbar-width: none;
+
+        .payload-item {
+            display: flex;
+            gap: 10px;
+
+            .payload-item-content {
+                flex: 0.5;
+            }
+        }
+    }
 }
 
 .knowledge-doc-upload-container {
@@ -360,6 +386,9 @@
         display: flex;
         flex-direction: column;
         gap: 10px;
+        max-height: 300px;
+        overflow-y: auto;
+        scrollbar-width: none;
 
         .knowledge-adv-search-item {
             display: flex;

src/routes/page/agent/[agentId]/agent-components/agent-llm-config.svelte

@@ -3,6 +3,7 @@
     import { Card, CardBody, Input } from '@sveltestrap/sveltestrap';
     import { getLlmProviders, getLlmProviderModels } from '$lib/services/llm-provider-service';
 	import { INTEGER_REGEX } from '$lib/helpers/constants';
+	import { ReasoningEffortLevel } from '$lib/helpers/enums';
 
     /** @type {import('$agentTypes').AgentModel} */
     export let agent;
@@ -18,6 +19,14 @@
     }
 
     const recursiveDepthLowerLimit = 1;
+    /** @type {import('$commonTypes').LabelValuePair[]} */
+	const reasonLevelOptions = [
+        { value: '', label: '' },
+        ...Object.entries(ReasoningEffortLevel).map(([k, v]) => ({
+            value: v,
+            label: v
+        }))
+    ];
 
     let config = agent.llm_config;
 
@@ -89,6 +98,12 @@
         handleAgentChange();
     }
 
+    /** @param {any} e */
+    function changeReasoningEffortLevel(e) {
+        config.reasoning_effort_level = e.target.value || null;
+        handleAgentChange();
+    }
+
     /** @param {any} e */
     function validateIntegerInput(e) {
         const reg = new RegExp(INTEGER_REGEX, 'g');
@@ -164,5 +179,20 @@
                 />
             </div>
         </div>
+
+        <div class="mb-3 row">
+            <label for="example-text-input" class="col-md-3 col-form-label">
+                Reasoning level
+            </label>
+            <div class="col-md-9">
+                <Input type="select" value={config.reasoning_effort_level} on:change={e => changeReasoningEffortLevel(e)}>
+                    {#each reasonLevelOptions as option}
+                        <option value={option.value} selected={option.value == config.reasoning_effort_level}>
+                            {option.label}
+                        </option>
+                    {/each}
+                </Input>
+            </div>
+        </div>
     </CardBody>
 </Card>