feat(knowledge_search): [PM-22] revive the knowledge search sandbox

.env.example

@@ -29,4 +29,7 @@ INFERENCE_MODEL_VERSION=120240905190000
 
 # Atlas credentials
 ATLAS_ROOT_USER=root
-ATLAS_ROOT_PASSWORD=changeme
+ATLAS_ROOT_PASSWORD=changeme
+ATLAS_URL=http://localhost:3000
+
+OPENAI_API_KEY=<your_openai_api_key>

.gitattributes

@@ -0,0 +1 @@
+data/article.ndjson filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -37,4 +37,6 @@ next-env.d.ts
 
 .env
 .env.*
-!.env.example
+!.env.example
+
+*.pyc

.python-version

@@ -0,0 +1 @@
+3.12

.test-results/junit.xml

@@ -0,0 +1 @@
+<?xml version="1.0" encoding="utf-8"?><testsuites><testsuite name="pytest" errors="0" failures="0" skipped="0" tests="0" time="0.103" timestamp="2025-08-05T08:01:58.339396-04:00" hostname="D77KM65WV5" /></testsuites>

components.json

@@ -0,0 +1,21 @@
+{
+  "$schema": "https://ui.shadcn.com/schema.json",
+  "style": "new-york",
+  "rsc": true,
+  "tsx": true,
+  "tailwind": {
+    "config": "tailwind.config.ts",
+    "css": "src/styles/globals.css",
+    "baseColor": "neutral",
+    "cssVariables": true,
+    "prefix": ""
+  },
+  "aliases": {
+    "components": "@/components",
+    "utils": "@/lib/utils",
+    "ui": "@/components/ui",
+    "lib": "@/lib",
+    "hooks": "@/hooks"
+  },
+  "iconLibrary": "lucide"
+}

config/article.json

@@ -0,0 +1,67 @@
+{
+    "key": "article",
+    "profile": {
+        "type": "ROOT",
+        "properties": {
+            "title": {
+                "type": "symbol"
+            },
+            "content": {
+                "type": "symbol"
+            },
+            "abstract": {
+                "type": "symbol"
+            },
+            "keywords": {
+                "type": "array",
+                "items": {
+                    "type": "symbol"
+                }
+            }
+        }
+    },
+    "pipeline": {
+        "steps": [
+            {
+                "type": "VECTORIZER",
+                "vectorizer": {
+                    "inputProperty": "title",
+                    "propertyKey": "vector",
+                    "modelId": "mte-base-knowledge.1"
+                }
+            },
+            {
+                "type": "SEGMENTER",
+                "segmenter": {
+                    "inputProperty": "content",
+                    "propertyKey": "passages",
+                    "modelId": "clinia-chunk.2"
+                }
+            },
+            {
+                "type": "VECTORIZER",
+                "vectorizer": {
+                    "inputProperty": "content.passages",
+                    "propertyKey": "vector",
+                    "modelId": "mte-base-knowledge.1"
+                }
+            },
+            {
+                "type": "SEGMENTER",
+                "segmenter": {
+                    "inputProperty": "abstract",
+                    "propertyKey": "passages",
+                    "modelId": "clinia-chunk.2"
+                }
+            },
+            {
+                "type": "VECTORIZER",
+                "vectorizer": {
+                    "inputProperty": "abstract.passages",
+                    "propertyKey": "vector",
+                    "modelId": "mte-base-knowledge.1"
+                }
+            }
+        ]
+    }
+}

package.json

@@ -12,18 +12,25 @@
     "test": "vitest"
   },
   "dependencies": {
+    "@ai-sdk/openai": "^2.0.1",
+    "@ai-sdk/react": "^2.0.0",
     "@auth0/nextjs-auth0": "^3.5.0",
     "@clinia-ui/icons": "^0.1.22",
-    "@clinia-ui/react": "^0.1.22",
     "@clinia/client-common": "1.0.10-edge-a72e2ad.0",
     "@clinia/client-datacatalog": "1.0.10-edge-a72e2ad.0",
     "@clinia/client-datapartition": "1.0.10-edge-a72e2ad.0",
     "@clinia/search-sdk-core": "^0.1.0",
     "@clinia/search-sdk-react": "^0.1.0",
     "@clinia/tritonclient": "^1.1.0",
+    "@radix-ui/react-dialog": "^1.1.14",
+    "@radix-ui/react-slot": "^1.2.3",
+    "@tailwindcss/typography": "^0.5.16",
     "@uidotdev/usehooks": "^2.4.1",
     "@vercel/otel": "^1.5.0",
+    "ai": "^5.0.0",
+    "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.0",
+    "cmdk": "^1.1.1",
     "http-proxy": "^1.18.1",
     "lucide-react": "^0.354.0",
     "next": "14.1.0",
@@ -35,7 +42,8 @@
     "react-markdown": "^9.0.1",
     "sanitize-html": "^2.13.0",
     "tailwind-merge": "^2.2.1",
-    "uuid": "^10.0.0"
+    "uuid": "^10.0.0",
+    "zod": "^4.0.14"
   },
   "devDependencies": {
     "@testing-library/jest-dom": "^6.5.0",