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question-explorer-api
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Initial deployment

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Files changed (15) hide show
  1. .gitignore +4 -0
  2. Dockerfile +24 -0
  3. README.md +21 -6
  4. index.js +31 -0
  5. package-lock.json +2315 -0
  6. package.json +15 -0
  7. routes/article.js +220 -0
  8. routes/search.js +30 -0
  9. services/cache.js +37 -0
  10. services/chunker.js +113 -0
  11. services/embedder.js +26 -0
  12. services/processingState.js +18 -0
  13. services/vectorSearch.js +48 -0
  14. services/wikipedia.js +143 -0
  15. utils/normalize.js +13 -0
.gitignore ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ node_modules/
2
+ cache/
3
+ .env
4
+
Dockerfile ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ FROM node:20-slim
2
+
3
+ WORKDIR /app
4
+
5
+ # Copy package files
6
+ COPY package*.json ./
7
+
8
+ # Install dependencies
9
+ RUN npm install --production
10
+
11
+ # Copy application code
12
+ COPY . .
13
+
14
+ # Create cache directory with proper permissions
15
+ RUN mkdir -p /app/cache && chmod 777 /app/cache
16
+
17
+ # Hugging Face Spaces uses port 7860
18
+ ENV PORT=7860
19
+
20
+ # Expose the port
21
+ EXPOSE 7860
22
+
23
+ # Start the server
24
+ CMD ["node", "index.js"]
README.md CHANGED
@@ -1,11 +1,26 @@
1
  ---
2
- title: Question Explorer Api
3
- emoji: 🦀
4
- colorFrom: green
5
- colorTo: pink
6
  sdk: docker
7
  pinned: false
8
- short_description: API for Wikipedia "question explorer" prototype
9
  ---
10
 
11
- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
+ title: Wikipedia Question Explorer API
3
+ emoji: 📚
4
+ colorFrom: blue
5
+ colorTo: purple
6
  sdk: docker
7
  pinned: false
 
8
  ---
9
 
10
+ # Wikipedia Question Explorer API
11
+
12
+ Backend API for semantic search over Wikipedia articles using local embeddings.
13
+
14
+ ## Endpoints
15
+
16
+ - `GET /api/article/:title` - Fetch and process an article
17
+ - `GET /api/article/:title/status` - Check processing status
18
+ - `POST /api/article/:title/query` - Query an article with a question
19
+ - `GET /api/search?q=query` - Search Wikipedia articles
20
+ - `GET /api/health` - Health check
21
+
22
+ ## Technology
23
+
24
+ - Express.js server
25
+ - Xenova/transformers.js for local embeddings (all-MiniLM-L6-v2)
26
+ - Cosine similarity vector search
index.js ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import express from 'express';
2
+ import cors from 'cors';
3
+ import articleRoutes from './routes/article.js';
4
+ import searchRoutes from './routes/search.js';
5
+ import { initEmbedder } from './services/embedder.js';
6
+
7
+ const app = express();
8
+ const PORT = process.env.PORT || 3000;
9
+
10
+ app.use( cors() );
11
+ app.use( express.json() );
12
+
13
+ // Routes
14
+ app.use( '/api/article', articleRoutes );
15
+ app.use( '/api/search', searchRoutes );
16
+
17
+ // Health check
18
+ app.get( '/api/health', ( _, res ) => {
19
+ res.json( { status: 'ok' } );
20
+ } );
21
+
22
+ // Pre-warm the embedding model on startup
23
+ console.log( 'Starting server and loading embedding model...' );
24
+ initEmbedder().then( () => {
25
+ app.listen( PORT, () => {
26
+ console.log( `Server running on http://localhost:${ PORT }` );
27
+ } );
28
+ } ).catch( ( err ) => {
29
+ console.error( 'Failed to initialize embedder:', err );
30
+ process.exit( 1 );
31
+ } );
package-lock.json ADDED
@@ -0,0 +1,2315 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "name": "question-explorer-server",
3
+ "version": "1.0.0",
4
+ "lockfileVersion": 3,
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+ "requires": true,
6
+ "packages": {
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+ "": {
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+ "name": "question-explorer-server",
9
+ "version": "1.0.0",
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+ "dependencies": {
11
+ "@xenova/transformers": "^2.17.2",
12
+ "cors": "^2.8.5",
13
+ "express": "^4.18.2",
14
+ "jsdom": "^24.1.0"
15
+ }
16
+ },
17
+ "node_modules/@asamuzakjp/css-color": {
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+ "version": "3.2.0",
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+ "resolved": "https://registry.npmjs.org/@asamuzakjp/css-color/-/css-color-3.2.0.tgz",
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+ "integrity": "sha512-K1A6z8tS3XsmCMM86xoWdn7Fkdn9m6RSVtocUrJYIwZnFVkng/PvkEoWtOWmP+Scc6saYWHWZYbndEEXxl24jw==",
21
+ "license": "MIT",
22
+ "dependencies": {
23
+ "@csstools/css-calc": "^2.1.3",
24
+ "@csstools/css-color-parser": "^3.0.9",
25
+ "@csstools/css-parser-algorithms": "^3.0.4",
26
+ "@csstools/css-tokenizer": "^3.0.3",
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+ "lru-cache": "^10.4.3"
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+ }
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+ },
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+ "node_modules/@csstools/color-helpers": {
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+ "version": "5.1.0",
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+ "resolved": "https://registry.npmjs.org/@csstools/color-helpers/-/color-helpers-5.1.0.tgz",
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+ "funding": [
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+ {
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+ "type": "github",
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+ "url": "https://github.com/sponsors/csstools"
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+ },
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+ {
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+ "type": "opencollective",
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+ "url": "https://opencollective.com/csstools"
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+ }
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+ ],
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+ "license": "MIT-0",
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+ "engines": {
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+ "node": ">=18"
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+ }
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+ },
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+ "node_modules/@csstools/css-calc": {
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+ "version": "2.1.4",
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+ "resolved": "https://registry.npmjs.org/@csstools/css-calc/-/css-calc-2.1.4.tgz",
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+ "funding": [
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+ {
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+ "type": "github",
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+ "url": "https://github.com/sponsors/csstools"
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+ },
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+ {
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+ "type": "opencollective",
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+ "url": "https://opencollective.com/csstools"
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+ }
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+ ],
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+ "license": "MIT",
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+ "engines": {
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+ "node": ">=18"
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+ },
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+ "peerDependencies": {
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+ "@csstools/css-parser-algorithms": "^3.0.5",
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+ "@csstools/css-tokenizer": "^3.0.4"
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+ }
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+ },
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+ "node_modules/@csstools/css-color-parser": {
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+ "version": "3.1.0",
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+ "funding": [
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+ {
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+ "type": "github",
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+ "url": "https://github.com/sponsors/csstools"
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+ },
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+ {
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+ "type": "opencollective",
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+ "url": "https://opencollective.com/csstools"
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+ }
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+ ],
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+ "license": "MIT",
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+ "@csstools/css-calc": "^2.1.4"
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+ },
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+ "engines": {
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+ "node": ">=18"
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+ {
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+ "type": "github",
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+ "url": "https://github.com/sponsors/csstools"
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+ },
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+ {
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+ "type": "opencollective",
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+ "url": "https://opencollective.com/csstools"
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+ "url": "https://opencollective.com/csstools"
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+ "license": "MIT",
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+ "engines": {
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+ "node": ">= 0.8"
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+ }
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+ },
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+ "node_modules/w3c-xmlserializer": {
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+ "version": "5.0.0",
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+ "resolved": "https://registry.npmjs.org/w3c-xmlserializer/-/w3c-xmlserializer-5.0.0.tgz",
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+ "license": "MIT",
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+ "dependencies": {
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+ "xml-name-validator": "^5.0.0"
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+ },
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+ "engines": {
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+ "node": ">=18"
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+ }
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+ },
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+ "node_modules/webidl-conversions": {
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+ "version": "7.0.0",
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+ "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-7.0.0.tgz",
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+ "license": "BSD-2-Clause",
2222
+ "engines": {
2223
+ "node": ">=12"
2224
+ }
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+ },
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+ "node_modules/whatwg-encoding": {
2227
+ "version": "3.1.1",
2228
+ "resolved": "https://registry.npmjs.org/whatwg-encoding/-/whatwg-encoding-3.1.1.tgz",
2229
+ "integrity": "sha512-6qN4hJdMwfYBtE3YBTTHhoeuUrDBPZmbQaxWAqSALV/MeEnR5z1xd8UKud2RAkFoPkmB+hli1TZSnyi84xz1vQ==",
2230
+ "license": "MIT",
2231
+ "dependencies": {
2232
+ "iconv-lite": "0.6.3"
2233
+ },
2234
+ "engines": {
2235
+ "node": ">=18"
2236
+ }
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+ },
2238
+ "node_modules/whatwg-encoding/node_modules/iconv-lite": {
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+ "version": "0.6.3",
2240
+ "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.3.tgz",
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+ "license": "MIT",
2243
+ "dependencies": {
2244
+ "safer-buffer": ">= 2.1.2 < 3.0.0"
2245
+ },
2246
+ "engines": {
2247
+ "node": ">=0.10.0"
2248
+ }
2249
+ },
2250
+ "node_modules/whatwg-mimetype": {
2251
+ "version": "4.0.0",
2252
+ "resolved": "https://registry.npmjs.org/whatwg-mimetype/-/whatwg-mimetype-4.0.0.tgz",
2253
+ "integrity": "sha512-QaKxh0eNIi2mE9p2vEdzfagOKHCcj1pJ56EEHGQOVxp8r9/iszLUUV7v89x9O1p/T+NlTM5W7jW6+cz4Fq1YVg==",
2254
+ "license": "MIT",
2255
+ "engines": {
2256
+ "node": ">=18"
2257
+ }
2258
+ },
2259
+ "node_modules/whatwg-url": {
2260
+ "version": "14.2.0",
2261
+ "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-14.2.0.tgz",
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+ "integrity": "sha512-De72GdQZzNTUBBChsXueQUnPKDkg/5A5zp7pFDuQAj5UFoENpiACU0wlCvzpAGnTkj++ihpKwKyYewn/XNUbKw==",
2263
+ "license": "MIT",
2264
+ "dependencies": {
2265
+ "tr46": "^5.1.0",
2266
+ "webidl-conversions": "^7.0.0"
2267
+ },
2268
+ "engines": {
2269
+ "node": ">=18"
2270
+ }
2271
+ },
2272
+ "node_modules/wrappy": {
2273
+ "version": "1.0.2",
2274
+ "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
2275
+ "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
2276
+ "license": "ISC"
2277
+ },
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+ "node_modules/ws": {
2279
+ "version": "8.18.3",
2280
+ "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.3.tgz",
2281
+ "integrity": "sha512-PEIGCY5tSlUt50cqyMXfCzX+oOPqN0vuGqWzbcJ2xvnkzkq46oOpz7dQaTDBdfICb4N14+GARUDw2XV2N4tvzg==",
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+ "license": "MIT",
2283
+ "engines": {
2284
+ "node": ">=10.0.0"
2285
+ },
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+ "peerDependencies": {
2287
+ "bufferutil": "^4.0.1",
2288
+ "utf-8-validate": ">=5.0.2"
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+ },
2290
+ "peerDependenciesMeta": {
2291
+ "bufferutil": {
2292
+ "optional": true
2293
+ },
2294
+ "utf-8-validate": {
2295
+ "optional": true
2296
+ }
2297
+ }
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+ },
2299
+ "node_modules/xml-name-validator": {
2300
+ "version": "5.0.0",
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+ "resolved": "https://registry.npmjs.org/xml-name-validator/-/xml-name-validator-5.0.0.tgz",
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+ "integrity": "sha512-EvGK8EJ3DhaHfbRlETOWAS5pO9MZITeauHKJyb8wyajUfQUenkIg2MvLDTZ4T/TgIcm3HU0TFBgWWboAZ30UHg==",
2303
+ "license": "Apache-2.0",
2304
+ "engines": {
2305
+ "node": ">=18"
2306
+ }
2307
+ },
2308
+ "node_modules/xmlchars": {
2309
+ "version": "2.2.0",
2310
+ "resolved": "https://registry.npmjs.org/xmlchars/-/xmlchars-2.2.0.tgz",
2311
+ "integrity": "sha512-JZnDKK8B0RCDw84FNdDAIpZK+JuJw+s7Lz8nksI7SIuU3UXJJslUthsi+uWBUYOwPFwW7W7PRLRfUKpxjtjFCw==",
2312
+ "license": "MIT"
2313
+ }
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+ }
2315
+ }
package.json ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "question-explorer-server",
3
+ "version": "1.0.0",
4
+ "type": "module",
5
+ "scripts": {
6
+ "dev": "node --watch index.js",
7
+ "start": "node index.js"
8
+ },
9
+ "dependencies": {
10
+ "express": "^4.18.2",
11
+ "cors": "^2.8.5",
12
+ "@xenova/transformers": "^2.17.2",
13
+ "jsdom": "^24.1.0"
14
+ }
15
+ }
routes/article.js ADDED
@@ -0,0 +1,220 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import { Router } from 'express';
2
+ import { getArticleMetadata, getArticleHtml } from '../services/wikipedia.js';
3
+ import { chunkArticle } from '../services/chunker.js';
4
+ import { embedTexts, embedSingle } from '../services/embedder.js';
5
+ import { search } from '../services/vectorSearch.js';
6
+ import { getCached, setCache, isCacheValid } from '../services/cache.js';
7
+ import { getProcessingState, setProcessing } from '../services/processingState.js';
8
+
9
+ const router = Router();
10
+
11
+ /**
12
+ * GET /api/article/:title
13
+ * Fetch article content; initiates embedding pipeline if not cached
14
+ */
15
+ router.get( '/:title', async ( req, res ) => {
16
+ try {
17
+ const title = decodeURIComponent( req.params.title );
18
+
19
+ // Get current revision from Wikipedia
20
+ const metadata = await getArticleMetadata( title );
21
+ if ( !metadata ) {
22
+ return res.status( 404 ).json( { error: 'Article not found' } );
23
+ }
24
+
25
+ // Check cache validity
26
+ const cacheValid = await isCacheValid( title, metadata.revisionId );
27
+
28
+ if ( cacheValid ) {
29
+ const cached = await getCached( title );
30
+ return res.json( {
31
+ title: cached.title,
32
+ revisionId: cached.revisionId,
33
+ html: cached.html,
34
+ status: 'ready',
35
+ chunkCount: cached.chunks.length
36
+ } );
37
+ }
38
+
39
+ // Check if already processing
40
+ const state = getProcessingState( title );
41
+ if ( state.state === 'processing' ) {
42
+ return res.json( {
43
+ title: metadata.title,
44
+ revisionId: metadata.revisionId,
45
+ status: 'processing'
46
+ } );
47
+ }
48
+
49
+ // Start async processing
50
+ setProcessing( title, 'processing' );
51
+
52
+ // Return immediately with processing status
53
+ res.json( {
54
+ title: metadata.title,
55
+ revisionId: metadata.revisionId,
56
+ status: 'processing'
57
+ } );
58
+
59
+ // Process in background
60
+ processArticle( title, metadata.revisionId ).catch( ( err ) => {
61
+ console.error( `Error processing ${ title }:`, err );
62
+ setProcessing( title, 'error', err.message );
63
+ } );
64
+
65
+ } catch ( error ) {
66
+ console.error( 'Article fetch error:', error );
67
+ res.status( 500 ).json( { error: 'Failed to fetch article' } );
68
+ }
69
+ } );
70
+
71
+ /**
72
+ * GET /api/article/:title/status
73
+ * Poll endpoint for embedding status
74
+ */
75
+ router.get( '/:title/status', async ( req, res ) => {
76
+ try {
77
+ const title = decodeURIComponent( req.params.title );
78
+
79
+ const cached = await getCached( title );
80
+ if ( cached ) {
81
+ return res.json( {
82
+ title: cached.title,
83
+ revisionId: cached.revisionId,
84
+ status: 'ready',
85
+ chunkCount: cached.chunks.length
86
+ } );
87
+ }
88
+
89
+ const state = getProcessingState( title );
90
+
91
+ if ( state.state === 'error' ) {
92
+ return res.json( {
93
+ title,
94
+ status: 'error',
95
+ error: state.error
96
+ } );
97
+ }
98
+
99
+ if ( state.state === 'processing' ) {
100
+ return res.json( {
101
+ title,
102
+ status: 'processing'
103
+ } );
104
+ }
105
+
106
+ return res.json( {
107
+ title,
108
+ status: 'unknown'
109
+ } );
110
+
111
+ } catch ( error ) {
112
+ console.error( 'Status check error:', error );
113
+ res.status( 500 ).json( { error: 'Failed to check status' } );
114
+ }
115
+ } );
116
+
117
+ /**
118
+ * POST /api/article/:title/query
119
+ * Submit a natural language question
120
+ */
121
+ router.post( '/:title/query', async ( req, res ) => {
122
+ try {
123
+ const title = decodeURIComponent( req.params.title );
124
+ const { question, topK = 3 } = req.body;
125
+
126
+ if ( !question ) {
127
+ return res.status( 400 ).json( { error: 'Missing question' } );
128
+ }
129
+
130
+ const cached = await getCached( title );
131
+ if ( !cached ) {
132
+ const state = getProcessingState( title );
133
+ if ( state.state === 'processing' ) {
134
+ return res.status( 503 ).json( { error: 'Article still processing' } );
135
+ }
136
+ return res.status( 404 ).json( { error: 'Article not found or not processed' } );
137
+ }
138
+
139
+ // Embed the question
140
+ const queryEmbedding = await embedSingle( question );
141
+
142
+ // Search for relevant chunks
143
+ const { results, belowThreshold } = search(
144
+ queryEmbedding,
145
+ cached.chunks,
146
+ Math.min( topK, 10 )
147
+ );
148
+
149
+ res.json( {
150
+ question,
151
+ articleTitle: cached.title,
152
+ results,
153
+ belowThreshold
154
+ } );
155
+
156
+ } catch ( error ) {
157
+ console.error( 'Query error:', error );
158
+ res.status( 500 ).json( { error: 'Query failed' } );
159
+ }
160
+ } );
161
+
162
+ /**
163
+ * Background processing function
164
+ */
165
+ async function processArticle( title, revisionId ) {
166
+ console.log( `Processing article: ${ title }` );
167
+
168
+ // Fetch parsed HTML from Action API
169
+ const articleData = await getArticleHtml( title );
170
+ if ( !articleData ) {
171
+ throw new Error( 'Failed to fetch article HTML' );
172
+ }
173
+
174
+ const { html, sections } = articleData;
175
+
176
+ // Chunk the article
177
+ const chunks = chunkArticle( html, sections );
178
+ console.log( `Created ${ chunks.length } chunks for ${ title }` );
179
+
180
+ if ( chunks.length === 0 ) {
181
+ // Still cache it, but with no chunks
182
+ await setCache( title, {
183
+ title: articleData.title,
184
+ normalizedTitle: title.toLowerCase().replace( / /g, '-' ),
185
+ revisionId,
186
+ fetchedAt: new Date().toISOString(),
187
+ html,
188
+ chunkCount: 0,
189
+ chunks: []
190
+ } );
191
+ setProcessing( title, 'ready' );
192
+ return;
193
+ }
194
+
195
+ // Generate embeddings for all chunks
196
+ const texts = chunks.map( ( c ) => c.text );
197
+ console.log( `Generating embeddings for ${ texts.length } chunks...` );
198
+ const embeddings = await embedTexts( texts );
199
+
200
+ // Attach embeddings to chunks
201
+ chunks.forEach( ( chunk, i ) => {
202
+ chunk.embedding = embeddings[ i ];
203
+ } );
204
+
205
+ // Save to cache
206
+ await setCache( title, {
207
+ title: articleData.title,
208
+ normalizedTitle: title.toLowerCase().replace( / /g, '-' ),
209
+ revisionId,
210
+ fetchedAt: new Date().toISOString(),
211
+ html,
212
+ chunkCount: chunks.length,
213
+ chunks
214
+ } );
215
+
216
+ setProcessing( title, 'ready' );
217
+ console.log( `Finished processing: ${ title }` );
218
+ }
219
+
220
+ export default router;
routes/search.js ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import { Router } from 'express';
2
+ import { searchArticles } from '../services/wikipedia.js';
3
+
4
+ const router = Router();
5
+
6
+ /**
7
+ * GET /api/search?q=:query
8
+ * Proxy to Wikipedia's search API
9
+ */
10
+ router.get( '/', async ( req, res ) => {
11
+ try {
12
+ const query = req.query.q;
13
+
14
+ if ( !query ) {
15
+ return res.status( 400 ).json( { error: 'Missing query parameter "q"' } );
16
+ }
17
+
18
+ const results = await searchArticles( query );
19
+
20
+ res.json( {
21
+ query,
22
+ results
23
+ } );
24
+ } catch ( error ) {
25
+ console.error( 'Search error:', error );
26
+ res.status( 500 ).json( { error: 'Search failed' } );
27
+ }
28
+ } );
29
+
30
+ export default router;
services/cache.js ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import fs from 'fs/promises';
2
+ import path from 'path';
3
+ import { fileURLToPath } from 'url';
4
+ import { normalizeTitle } from '../utils/normalize.js';
5
+
6
+ const __dirname = path.dirname( fileURLToPath( import.meta.url ) );
7
+ const CACHE_DIR = path.join( __dirname, '..', 'cache' );
8
+
9
+ export async function getCached( title ) {
10
+ const filename = `${ normalizeTitle( title ) }.json`;
11
+ const filepath = path.join( CACHE_DIR, filename );
12
+
13
+ try {
14
+ const data = await fs.readFile( filepath, 'utf-8' );
15
+ return JSON.parse( data );
16
+ } catch ( e ) {
17
+ if ( e.code === 'ENOENT' ) {
18
+ return null;
19
+ }
20
+ throw e;
21
+ }
22
+ }
23
+
24
+ export async function setCache( title, data ) {
25
+ await fs.mkdir( CACHE_DIR, { recursive: true } );
26
+ const filename = `${ normalizeTitle( title ) }.json`;
27
+ const filepath = path.join( CACHE_DIR, filename );
28
+ await fs.writeFile( filepath, JSON.stringify( data, null, 2 ) );
29
+ }
30
+
31
+ export async function isCacheValid( title, currentRevisionId ) {
32
+ const cached = await getCached( title );
33
+ if ( !cached ) {
34
+ return false;
35
+ }
36
+ return cached.revisionId === currentRevisionId;
37
+ }
services/chunker.js ADDED
@@ -0,0 +1,113 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import { JSDOM } from 'jsdom';
2
+
3
+ /**
4
+ * Escape a string for use in a CSS selector
5
+ */
6
+ function cssEscape( str ) {
7
+ return str.replace( /([^\w-])/g, '\\$1' );
8
+ }
9
+
10
+ /**
11
+ * Parse Wikipedia Parsoid HTML into chunks for embedding.
12
+ * Parsoid output uses <section> tags with data-mw-section-id attributes.
13
+ *
14
+ * @param {string} html - The parsed HTML from Wikipedia Action API (with useparsoid)
15
+ * @param {Array} sections - Section metadata from the API (optional)
16
+ */
17
+ export function chunkArticle( html, sections = [] ) {
18
+ const dom = new JSDOM( html );
19
+ const doc = dom.window.document;
20
+ const chunks = [];
21
+
22
+ // Build a map of section IDs to titles from the API metadata
23
+ const sectionMap = new Map();
24
+ sections.forEach( ( s ) => {
25
+ if ( s.anchor ) {
26
+ sectionMap.set( s.anchor, s.line );
27
+ }
28
+ } );
29
+
30
+ const container = doc.querySelector( '.mw-parser-output' );
31
+ if ( !container ) {
32
+ return chunks;
33
+ }
34
+
35
+ let chunkIndex = 0;
36
+
37
+ // Find all sections (Parsoid wraps content in <section> tags)
38
+ const sectionElements = container.querySelectorAll( 'section' );
39
+
40
+ if ( sectionElements.length > 0 ) {
41
+ // Parsoid structure: iterate through sections
42
+ sectionElements.forEach( ( section ) => {
43
+ const sectionId = section.getAttribute( 'data-mw-section-id' );
44
+ const heading = section.querySelector( ':scope > h2, :scope > h3, :scope > h4' );
45
+
46
+ let sectionTitle = 'Introduction';
47
+ let sectionAnchor = null;
48
+
49
+ if ( heading ) {
50
+ sectionAnchor = heading.id;
51
+ sectionTitle = sectionMap.get( sectionAnchor ) || heading.textContent.trim();
52
+ }
53
+
54
+ // Get paragraphs directly in this section
55
+ const paragraphs = section.querySelectorAll( ':scope > p' );
56
+
57
+ paragraphs.forEach( ( p, pIdx ) => {
58
+ const text = p.textContent.trim();
59
+
60
+ // Skip empty or very short paragraphs
61
+ if ( text.length < 50 ) {
62
+ return;
63
+ }
64
+
65
+ // Build selector using section's data-mw-section-id
66
+ let selector;
67
+ if ( sectionId !== null ) {
68
+ selector = `section[data-mw-section-id="${ sectionId }"] > p:nth-of-type(${ pIdx + 1 })`;
69
+ } else if ( section.id ) {
70
+ selector = `#${ cssEscape( section.id ) } > p:nth-of-type(${ pIdx + 1 })`;
71
+ } else {
72
+ // Fallback for sections without ID
73
+ selector = `section:first-of-type > p:nth-of-type(${ pIdx + 1 })`;
74
+ }
75
+
76
+ chunks.push( {
77
+ id: `chunk-${ String( chunkIndex ).padStart( 3, '0' ) }`,
78
+ text: text,
79
+ sectionId: sectionAnchor,
80
+ sectionTitle: sectionTitle,
81
+ selector: selector,
82
+ embedding: null
83
+ } );
84
+
85
+ chunkIndex++;
86
+ } );
87
+ } );
88
+ } else {
89
+ // Fallback: no sections, use flat paragraph structure
90
+ const paragraphs = container.querySelectorAll( ':scope > p' );
91
+
92
+ paragraphs.forEach( ( p, pIdx ) => {
93
+ const text = p.textContent.trim();
94
+
95
+ if ( text.length < 50 ) {
96
+ return;
97
+ }
98
+
99
+ chunks.push( {
100
+ id: `chunk-${ String( chunkIndex ).padStart( 3, '0' ) }`,
101
+ text: text,
102
+ sectionId: null,
103
+ sectionTitle: 'Introduction',
104
+ selector: `.mw-parser-output > p:nth-of-type(${ pIdx + 1 })`,
105
+ embedding: null
106
+ } );
107
+
108
+ chunkIndex++;
109
+ } );
110
+ }
111
+
112
+ return chunks;
113
+ }
services/embedder.js ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import { pipeline } from '@xenova/transformers';
2
+
3
+ let extractor = null;
4
+
5
+ export async function initEmbedder() {
6
+ if ( !extractor ) {
7
+ console.log( 'Loading embedding model (Xenova/all-MiniLM-L6-v2)...' );
8
+ extractor = await pipeline(
9
+ 'feature-extraction',
10
+ 'Xenova/all-MiniLM-L6-v2'
11
+ );
12
+ console.log( 'Embedding model loaded.' );
13
+ }
14
+ return extractor;
15
+ }
16
+
17
+ export async function embedTexts( texts ) {
18
+ const ext = await initEmbedder();
19
+ const output = await ext( texts, { pooling: 'mean', normalize: true } );
20
+ return output.tolist();
21
+ }
22
+
23
+ export async function embedSingle( text ) {
24
+ const results = await embedTexts( [ text ] );
25
+ return results[ 0 ];
26
+ }
services/processingState.js ADDED
@@ -0,0 +1,18 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import { normalizeTitle } from '../utils/normalize.js';
2
+
3
+ // In-memory map for processing status
4
+ // In production, this would be Redis or similar
5
+ const processingState = new Map();
6
+
7
+ // States: 'processing' | 'ready' | 'error'
8
+ export function setProcessing( title, state, error = null ) {
9
+ processingState.set( normalizeTitle( title ), { state, error, timestamp: Date.now() } );
10
+ }
11
+
12
+ export function getProcessingState( title ) {
13
+ return processingState.get( normalizeTitle( title ) ) || { state: 'unknown' };
14
+ }
15
+
16
+ export function clearProcessing( title ) {
17
+ processingState.delete( normalizeTitle( title ) );
18
+ }
services/vectorSearch.js ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ /**
2
+ * Compute cosine similarity between two vectors
3
+ * Assumes vectors are already normalized
4
+ */
5
+ export function cosineSimilarity( a, b ) {
6
+ let dot = 0;
7
+ for ( let i = 0; i < a.length; i++ ) {
8
+ dot += a[ i ] * b[ i ];
9
+ }
10
+ return dot;
11
+ }
12
+
13
+ /**
14
+ * Search chunks by embedding similarity
15
+ */
16
+ export function search( queryEmbedding, chunks, topK = 3, threshold = 0.4 ) {
17
+ const scored = chunks.map( ( chunk ) => ( {
18
+ ...chunk,
19
+ score: cosineSimilarity( queryEmbedding, chunk.embedding )
20
+ } ) );
21
+
22
+ scored.sort( ( a, b ) => b.score - a.score );
23
+
24
+ const results = scored.slice( 0, topK ).map( ( r ) => ( {
25
+ chunkId: r.id,
26
+ text: r.text,
27
+ score: r.score,
28
+ confidence: scoreToConfidence( r.score ),
29
+ sectionId: r.sectionId,
30
+ sectionTitle: r.sectionTitle,
31
+ selector: r.selector,
32
+ paragraphIndex: r.paragraphIndex
33
+ } ) );
34
+
35
+ const belowThreshold = results.length === 0 || results[ 0 ].score < threshold;
36
+
37
+ return { results, belowThreshold };
38
+ }
39
+
40
+ function scoreToConfidence( score ) {
41
+ if ( score >= 0.6 ) {
42
+ return 'high';
43
+ }
44
+ if ( score >= 0.45 ) {
45
+ return 'medium';
46
+ }
47
+ return 'low';
48
+ }
services/wikipedia.js ADDED
@@ -0,0 +1,143 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ const USER_AGENT = 'WikipediaQuestionExplorer/1.0 (prototype)';
2
+
3
+ async function fetchJSON( url ) {
4
+ const response = await fetch( url, {
5
+ headers: { 'User-Agent': USER_AGENT }
6
+ } );
7
+
8
+ if ( !response.ok ) {
9
+ throw new Error( `HTTP ${ response.status }: ${ response.statusText }` );
10
+ }
11
+
12
+ return response.json();
13
+ }
14
+
15
+ /**
16
+ * Fetch article metadata including revision ID using the Action API
17
+ */
18
+ export async function getArticleMetadata( title ) {
19
+ const params = new URLSearchParams( {
20
+ action: 'query',
21
+ format: 'json',
22
+ titles: title,
23
+ prop: 'revisions',
24
+ rvprop: 'ids',
25
+ redirects: '1'
26
+ } );
27
+
28
+ const url = `https://en.wikipedia.org/w/api.php?${ params }`;
29
+
30
+ try {
31
+ const data = await fetchJSON( url );
32
+ const pages = data.query?.pages;
33
+ if ( !pages ) {
34
+ return null;
35
+ }
36
+
37
+ const page = Object.values( pages )[ 0 ];
38
+ if ( page.missing !== undefined ) {
39
+ return null;
40
+ }
41
+
42
+ return {
43
+ title: page.title,
44
+ revisionId: page.revisions?.[ 0 ]?.revid
45
+ };
46
+ } catch ( error ) {
47
+ if ( error.message.includes( '404' ) ) {
48
+ return null;
49
+ }
50
+ throw error;
51
+ }
52
+ }
53
+
54
+ /**
55
+ * Fetch parsed HTML for an article using the Action API with mobile format and Parsoid
56
+ * Returns cleaner HTML optimized for mobile viewing (no infoboxes, cleaner structure)
57
+ */
58
+ export async function getArticleHtml( title ) {
59
+ const params = new URLSearchParams( {
60
+ action: 'parse',
61
+ format: 'json',
62
+ page: title,
63
+ prop: 'text|sections|displaytitle',
64
+ redirects: '1',
65
+ disableeditsection: '1',
66
+ disabletoc: '1',
67
+ mobileformat: '1',
68
+ useparsoid: '1'
69
+ } );
70
+
71
+ const url = `https://en.wikipedia.org/w/api.php?${ params }`;
72
+
73
+ try {
74
+ const data = await fetchJSON( url );
75
+
76
+ if ( data.error ) {
77
+ if ( data.error.code === 'missingtitle' ) {
78
+ return null;
79
+ }
80
+ throw new Error( data.error.info );
81
+ }
82
+
83
+ let html = data.parse.text[ '*' ];
84
+
85
+ // Convert relative links to absolute Wikipedia URLs
86
+ html = html.replace( /href="\/wiki\//gi, 'href="https://en.wikipedia.org/wiki/' );
87
+ html = html.replace( /href="\/w\//gi, 'href="https://en.wikipedia.org/w/' );
88
+ html = html.replace( /href="\.\/([^"]+)"/gi, 'href="https://en.wikipedia.org/wiki/$1"' );
89
+
90
+ // Convert protocol-relative URLs to https (only at start of URL, not ://)
91
+ html = html.replace( /src="\/\//gi, 'src="https://' );
92
+ // Handle srcset with multiple entries - only replace // at start of URLs, not :// in the middle
93
+ html = html.replace( /srcset="([^"]*)"/gi, ( _, srcset ) => {
94
+ // Replace space followed by // (new URL entry) or start of string //
95
+ const fixed = srcset
96
+ .replace( /^\/\//g, 'https://' )
97
+ .replace( /(\s)\/\//g, '$1https://' );
98
+ return `srcset="${ fixed }"`;
99
+ } );
100
+
101
+ // Add lazy loading to images
102
+ html = html.replace( /<img /gi, '<img loading="lazy" ' );
103
+
104
+ // Wrap in a container div with class for styling
105
+ html = `<div class="mw-parser-output">${ html }</div>`;
106
+
107
+ return {
108
+ html,
109
+ title: data.parse.title,
110
+ displayTitle: data.parse.displaytitle,
111
+ sections: data.parse.sections
112
+ };
113
+ } catch ( error ) {
114
+ if ( error.message.includes( '404' ) ) {
115
+ return null;
116
+ }
117
+ throw error;
118
+ }
119
+ }
120
+
121
+ /**
122
+ * Search Wikipedia articles
123
+ */
124
+ export async function searchArticles( query, limit = 10 ) {
125
+ if ( !query || query.trim() === '' ) {
126
+ return [];
127
+ }
128
+
129
+ const url = `https://en.wikipedia.org/w/api.php?action=query&format=json&generator=prefixsearch&gpssearch=${ encodeURIComponent( query ) }&gpsnamespace=0&gpslimit=${ limit }&prop=description`;
130
+
131
+ const response = await fetchJSON( url );
132
+
133
+ if ( !response.query || !response.query.pages ) {
134
+ return [];
135
+ }
136
+
137
+ return Object.values( response.query.pages )
138
+ .sort( ( a, b ) => a.index - b.index )
139
+ .map( ( page ) => ( {
140
+ title: page.title,
141
+ description: page.description || ''
142
+ } ) );
143
+ }
utils/normalize.js ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ /**
2
+ * Normalize a Wikipedia article title for use as a cache key/filename
3
+ *
4
+ * @param {string} title - Wikipedia article title
5
+ * @returns {string} - Normalized title safe for filenames
6
+ */
7
+ export function normalizeTitle( title ) {
8
+ return title
9
+ .toLowerCase()
10
+ .replace( / /g, '-' )
11
+ .replace( /[^a-z0-9-]/g, '' )
12
+ .substring( 0, 100 );
13
+ }