diff --git a/.env.example b/.env.example new file mode 100644 index 0000000..612e819 --- /dev/null +++ b/.env.example @@ -0,0 +1,19 @@ +# RAG API Configuration Example +# Copy this file to .env and update with your values + +# API Base URL +EXPO_PUBLIC_RAG_API_URL=http://localhost:5000 + +# Request timeout in milliseconds +EXPO_PUBLIC_REQUEST_TIMEOUT=120000 + +# Default query parameters +EXPO_PUBLIC_DEFAULT_TOP_K=8 +EXPO_PUBLIC_DEFAULT_MIN_SCORE=0.0 + +# Document ingestion parameters +EXPO_PUBLIC_DEFAULT_CHUNK_SIZE=1000 +EXPO_PUBLIC_DEFAULT_CHUNK_OVERLAP=200 + +# File upload limits (in MB) +EXPO_PUBLIC_MAX_FILE_SIZE_MB=50 diff --git a/.gitignore b/.gitignore index f8c6c2e..6372b8e 100644 --- a/.gitignore +++ b/.gitignore @@ -32,6 +32,7 @@ yarn-error.* # local env files .env*.local +.env # typescript *.tsbuildinfo diff --git a/API_DOCUMENTATION.md b/API_DOCUMENTATION.md new file mode 100644 index 0000000..fc54896 --- /dev/null +++ b/API_DOCUMENTATION.md @@ -0,0 +1,514 @@ +# RAG Pipeline API Documentation + +A production-ready RAG (Retrieval-Augmented Generation) pipeline with PDF ingestion and AI-powered querying capabilities. + +## Base URL +``` +http://localhost:5000 +``` + +## Authentication +This API currently doesn't require authentication for endpoints, but uses Google Gemini API key for AI services. + +## Response Format +All API responses follow a consistent structure: + +### Success Response +```json +{ + "success": true, + // ... endpoint-specific data +} +``` + +### Error Response +```json +{ + "success": false, + "error": "Error description", + "code": "ERROR_CODE" +} +``` + +--- + +## Endpoints + +### 1. Health Check + +Check the overall health of the API and its dependencies. + +**Endpoint:** `GET /health` + +**Response:** +```json +{ + "status": "healthy", + "services": { + "api": "healthy", + "qdrant": "healthy" + }, + "timestamp": "2025-10-15T12:00:00.000Z" +} +``` + +**Status Codes:** +- `200` - All services are healthy +- `503` - One or more services are unhealthy + +--- + +### 2. API Information + +Get basic API information and available endpoints. + +**Endpoint:** `GET /` + +**Response:** +```json +{ + "message": "RAG Pipeline API", + "version": "1.0.0", + "status": "healthy", + "endpoints": { + "ingest": "POST /ingest", + "query": "POST /query", + "health": "GET /health", + "stats": "GET /query/stats" + }, + "timestamp": "2025-10-15T12:00:00.000Z" +} +``` + +--- + +### 3. Document Ingestion + +Ingest a PDF document into the RAG pipeline for later querying. + +**Endpoint:** `POST /ingest` + +**Request Body:** +```json +{ + "doc_id": "unique-document-identifier", + "pdf_base64": "base64-encoded-pdf-content", + "overwrite": false, + "chunk_size": 1000, + "chunk_overlap": 200 +} +``` + +**Parameters:** +- `doc_id` (required): Unique identifier for the document (1-200 characters) +- `pdf_base64` (required): Base64-encoded PDF file content +- `overwrite` (optional): Whether to overwrite existing document with same ID (default: false) +- `chunk_size` (optional): Size of text chunks (100-2000 characters, default: varies by service) +- `chunk_overlap` (optional): Overlap between chunks (0-500 characters, default: varies by service) + +**Success Response (200):** +```json +{ + "success": true, + "message": "Successfully ingested document with 15 chunks from 5 pages", + "doc_id": "unique-document-identifier", + "total_chunks": 15, + "total_pages": 5, + "processing_time_ms": 2340 +} +``` + +**Error Responses:** +- `400` - Invalid input (empty doc_id, invalid base64, etc.) +- `413` - PDF file too large (max 50MB) +- `500` - Internal processing error + +**Error Codes:** +- `INVALID_DOC_ID` - Document ID is empty or invalid +- `INVALID_PDF_DATA` - PDF data is empty +- `INVALID_BASE64` - Invalid base64 format +- `DECODE_ERROR` - Cannot decode base64 data +- `FILE_TOO_LARGE` - PDF exceeds size limit +- `EMPTY_PDF` - No text content found in PDF +- `NO_CHUNKS` - No chunks generated from content +- `EMBEDDING_ERROR` - Failed to generate embeddings +- `INGESTION_ERROR` - General ingestion failure + +--- + +### 4. Query Documents + +Query the ingested documents using natural language. + +**Endpoint:** `POST /query` + +**Request Body:** +```json +{ + "question": "What is the main topic of the document?", + "top_k": 8, + "doc_id": "specific-document-id", + "min_score": 0.7 +} +``` + +**Parameters:** +- `question` (required): The question to ask (1-1000 characters) +- `top_k` (optional): Number of most relevant chunks to retrieve (1-50, default: 8) +- `doc_id` (optional): Filter results to specific document ID +- `min_score` (optional): Minimum relevance score threshold (0-1, default: 0.0) + +**Success Response (200):** +```json +{ + "success": true, + "answer": { + "text": "Based on the provided documents, the main topic is...", + "sources": [ + { + "doc_id": "document-1", + "page": 1, + "chunk_id": "chunk-1-1", + "text": "Relevant text snippet...", + "score": 0.95 + } + ], + "confidence": 0.8 + }, + "query_time_ms": 1250, + "total_results": 5 +} +``` + +**Response Fields:** +- `answer.text`: Generated answer text +- `answer.sources`: Array of source chunks used to generate the answer +- `answer.confidence`: Confidence score of the generated answer (0-1) +- `query_time_ms`: Total processing time in milliseconds +- `total_results`: Number of relevant chunks found + +**Error Responses:** +- `400` - Invalid input parameters +- `500` - Internal processing error + +**Error Codes:** +- `INVALID_QUESTION` - Question is empty +- `QUESTION_TOO_LONG` - Question exceeds character limit +- `INVALID_TOP_K` - top_k parameter out of range +- `INVALID_MIN_SCORE` - min_score parameter out of range +- `EMBEDDING_ERROR` - Failed to generate query embedding +- `QUERY_ERROR` - General query processing error + +--- + +### 5. Collection Statistics + +Get statistics about the vector collection. + +**Endpoint:** `GET /query/stats` + +**Response:** +```json +{ + "success": true, + "collection_stats": { + "vectors_count": 1250, + "indexed_vectors_count": 1250, + "points_count": 1250, + "segments_count": 1, + "disk_data_size": 15728640, + "ram_data_size": 8388608, + "config": { + "params": { + "vectors": { + "size": 3072, + "distance": "Cosine" + } + } + } + }, + "timestamp": "2025-10-15T12:00:00.000Z" +} +``` + +--- + +### 6. Test Interface + +Access the built-in test interface for manual API testing. + +**Endpoint:** `GET /test` + +Returns an HTML test interface for manually testing the API endpoints. + +--- + +## Frontend Integration Examples + +### JavaScript/TypeScript + +#### Ingesting a Document +```javascript +async function ingestDocument(docId, pdfFile) { + // Convert file to base64 + const base64 = await fileToBase64(pdfFile); + + const response = await fetch('http://localhost:5000/ingest', { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ + doc_id: docId, + pdf_base64: base64, + overwrite: true, + chunk_size: 1000, + chunk_overlap: 200 + }) + }); + + const result = await response.json(); + return result; +} + +// Helper function to convert file to base64 +function fileToBase64(file) { + return new Promise((resolve, reject) => { + const reader = new FileReader(); + reader.readAsDataURL(file); + reader.onload = () => { + const base64 = reader.result.split(',')[1]; // Remove data:application/pdf;base64, + resolve(base64); + }; + reader.onerror = error => reject(error); + }); +} +``` + +#### Querying Documents +```javascript +async function queryDocuments(question, options = {}) { + const response = await fetch('http://localhost:5000/query', { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ + question, + top_k: options.topK || 8, + doc_id: options.docId, + min_score: options.minScore || 0.0 + }) + }); + + const result = await response.json(); + return result; +} +``` + +#### Health Check +```javascript +async function checkHealth() { + const response = await fetch('http://localhost:5000/health'); + const health = await response.json(); + return health; +} +``` + +### React Example Component + +```jsx +import React, { useState } from 'react'; + +function RagPipelineDemo() { + const [question, setQuestion] = useState(''); + const [answer, setAnswer] = useState(null); + const [loading, setLoading] = useState(false); + const [file, setFile] = useState(null); + + const handleFileUpload = async (event) => { + const selectedFile = event.target.files[0]; + if (!selectedFile) return; + + setFile(selectedFile); + setLoading(true); + + try { + const result = await ingestDocument(selectedFile.name, selectedFile); + if (result.success) { + alert(`Document uploaded successfully! ${result.total_chunks} chunks created.`); + } else { + alert(`Upload failed: ${result.error}`); + } + } catch (error) { + alert(`Upload error: ${error.message}`); + } finally { + setLoading(false); + } + }; + + const handleQuery = async () => { + if (!question.trim()) return; + + setLoading(true); + try { + const result = await queryDocuments(question); + setAnswer(result); + } catch (error) { + console.error('Query error:', error); + } finally { + setLoading(false); + } + }; + + return ( +
+

RAG Pipeline Demo

+ +
+

Upload PDF

+ +
+ +
+

Ask a Question

+ setQuestion(e.target.value)} + placeholder="Enter your question..." + disabled={loading} + /> + +
+ + {answer && ( +
+

Answer

+

{answer.answer.text}

+ +

Sources

+ {answer.answer.sources.map((source, index) => ( +
+ Document: {source.doc_id}
+ Page: {source.page}
+ Score: {source.score.toFixed(3)}
+ Text: {source.text} +
+ ))} + +

Query time: {answer.query_time_ms}ms

+
+ )} +
+ ); +} +``` + +### Python Example + +```python +import requests +import base64 +import json + +class RagPipelineClient: + def __init__(self, base_url="http://localhost:5000"): + self.base_url = base_url + + def ingest_document(self, doc_id, pdf_path, overwrite=False): + """Ingest a PDF document""" + with open(pdf_path, 'rb') as f: + pdf_base64 = base64.b64encode(f.read()).decode() + + response = requests.post(f"{self.base_url}/ingest", json={ + "doc_id": doc_id, + "pdf_base64": pdf_base64, + "overwrite": overwrite + }) + + return response.json() + + def query_documents(self, question, top_k=8, doc_id=None, min_score=0.0): + """Query the documents""" + payload = { + "question": question, + "top_k": top_k, + "min_score": min_score + } + + if doc_id: + payload["doc_id"] = doc_id + + response = requests.post(f"{self.base_url}/query", json=payload) + return response.json() + + def get_health(self): + """Check API health""" + response = requests.get(f"{self.base_url}/health") + return response.json() + + def get_stats(self): + """Get collection statistics""" + response = requests.get(f"{self.base_url}/query/stats") + return response.json() + +# Usage example +if __name__ == "__main__": + client = RagPipelineClient() + + # Check health + health = client.get_health() + print("Health:", health) + + # Ingest document + result = client.ingest_document("my-doc", "path/to/document.pdf") + print("Ingestion result:", result) + + # Query + answer = client.query_documents("What is this document about?") + print("Answer:", answer["answer"]["text"]) +``` + +## Environment Variables + +Make sure these environment variables are set: + +```bash +# Required +GEMINI_API_KEY=your-google-gemini-api-key + +# Optional (with defaults) +QDRANT_URL=http://localhost:6333 +COLLECTION_NAME=pdf_vectors +VECTOR_SIZE=3072 +PORT=5000 +``` + +## Error Handling Best Practices + +1. **Always check the `success` field** in responses +2. **Handle different HTTP status codes** appropriately +3. **Use the `code` field** for programmatic error handling +4. **Display user-friendly messages** based on error codes +5. **Implement retry logic** for transient failures +6. **Validate input** on the frontend before sending requests + +## Rate Limiting and Performance + +- The API doesn't currently implement rate limiting +- Large PDF files (>50MB) are rejected +- Embedding generation may take several seconds for large documents +- Consider implementing loading states in your frontend +- Monitor the `processing_time_ms` and `query_time_ms` fields for performance insights + +## CORS Support + +The API includes CORS support for cross-origin requests from web applications. \ No newline at end of file diff --git a/ENV_SETUP.md b/ENV_SETUP.md new file mode 100644 index 0000000..242452f --- /dev/null +++ b/ENV_SETUP.md @@ -0,0 +1,261 @@ +# Environment Variables Setup + +## Overview + +The RAG API configuration has been moved to environment variables for better security and flexibility across different environments. + +## Quick Setup + +### 1. Create Your `.env` File + +```bash +# Copy the example file +cp .env.example .env + +# Or create manually +touch .env +``` + +### 2. Edit `.env` File + +Open `.env` and configure for your environment: + +```bash +# For iOS Simulator (default) +EXPO_PUBLIC_RAG_API_URL=http://localhost:5000 + +# For Android Emulator +# EXPO_PUBLIC_RAG_API_URL=http://10.0.2.2:5000 + +# For Physical Device (use your computer's IP) +# EXPO_PUBLIC_RAG_API_URL=http://192.168.1.100:5000 + +# For Production +# EXPO_PUBLIC_RAG_API_URL=https://your-api-domain.com +``` + +### 3. Restart Your App + +After changing `.env`, restart the Expo development server: + +```bash +# Stop the server (Ctrl+C) +# Then restart +npm start +``` + +## Environment Variables + +### Required + +| Variable | Description | Default | +|----------|-------------|---------| +| `EXPO_PUBLIC_RAG_API_URL` | RAG API base URL | `http://localhost:5000` | + +### Optional + +| Variable | Description | Default | +|----------|-------------|---------| +| `EXPO_PUBLIC_REQUEST_TIMEOUT` | Request timeout (ms) | `120000` | +| `EXPO_PUBLIC_DEFAULT_TOP_K` | Default top K results | `8` | +| `EXPO_PUBLIC_DEFAULT_MIN_SCORE` | Min relevance score | `0.0` | +| `EXPO_PUBLIC_DEFAULT_CHUNK_SIZE` | Document chunk size | `1000` | +| `EXPO_PUBLIC_DEFAULT_CHUNK_OVERLAP` | Chunk overlap | `200` | +| `EXPO_PUBLIC_MAX_FILE_SIZE_MB` | Max file size (MB) | `50` | + +## Environment-Specific Configurations + +### Development (iOS Simulator) + +```bash +EXPO_PUBLIC_RAG_API_URL=http://localhost:5000 +``` + +### Development (Android Emulator) + +```bash +EXPO_PUBLIC_RAG_API_URL=http://10.0.2.2:5000 +``` + +### Development (Physical Device) + +```bash +# Replace with your computer's IP address +EXPO_PUBLIC_RAG_API_URL=http://192.168.1.100:5000 +``` + +**To find your IP:** +- **Mac/Linux**: `ifconfig | grep inet` +- **Windows**: `ipconfig` + +### Staging + +```bash +EXPO_PUBLIC_RAG_API_URL=https://staging-api.your-domain.com +``` + +### Production + +```bash +EXPO_PUBLIC_RAG_API_URL=https://api.your-domain.com +``` + +## Important Notes + +### Expo Environment Variables + +1. **Prefix Required**: All environment variables must be prefixed with `EXPO_PUBLIC_` to be accessible in the app +2. **Restart Required**: Changes to `.env` require restarting the Expo dev server +3. **Build Time**: Environment variables are embedded at build time +4. **Not for Secrets**: Don't use for sensitive API keys (use secure storage instead) + +### Security + +- ✅ `.env` is in `.gitignore` (won't be committed) +- ✅ `.env.example` is tracked (template for other developers) +- ⚠️ Don't commit `.env` to version control +- ⚠️ Don't store sensitive secrets in `EXPO_PUBLIC_*` variables + +## Troubleshooting + +### "API is offline" Message + +**Problem**: App shows "RAG API is offline" + +**Solutions**: +1. Check `.env` file exists and has `EXPO_PUBLIC_RAG_API_URL` +2. Verify the URL is correct for your environment +3. Restart Expo dev server: Stop (Ctrl+C) and run `npm start` +4. Check API server is actually running +5. Test API manually: `curl http://localhost:5000/health` + +### Environment Variables Not Loading + +**Problem**: App still uses default values + +**Solutions**: +1. Verify `.env` file is in project root +2. Ensure variables are prefixed with `EXPO_PUBLIC_` +3. Restart Expo dev server completely +4. Clear Metro cache: `npm start -- --clear` +5. Check for typos in variable names + +### Can't Connect from Physical Device + +**Problem**: Works on simulator but not on physical device + +**Solutions**: +1. Ensure device and computer are on same network +2. Use computer's IP address, not `localhost` +3. Find IP: `ifconfig` (Mac/Linux) or `ipconfig` (Windows) +4. Update `.env`: `EXPO_PUBLIC_RAG_API_URL=http://YOUR_IP:5000` +5. Restart Expo dev server +6. Check firewall isn't blocking port 5000 + +### Android Emulator Issues + +**Problem**: Can't connect from Android emulator + +**Solutions**: +1. Use `10.0.2.2` instead of `localhost` +2. Update `.env`: `EXPO_PUBLIC_RAG_API_URL=http://10.0.2.2:5000` +3. Restart emulator and Expo dev server + +## Verifying Configuration + +### In Code + +You can log the current configuration: + +```typescript +import { logConfig } from './services/config'; + +// Call this in your app to see loaded config +logConfig(); +``` + +### Check Environment + +```typescript +import { RAG_CONFIG } from './services/config'; + +console.log('API URL:', RAG_CONFIG.API_BASE_URL); +console.log('Timeout:', RAG_CONFIG.REQUEST_TIMEOUT); +``` + +## Multiple Environments + +### Option 1: Multiple .env Files (Recommended) + +Create different files for each environment: + +``` +.env.development +.env.staging +.env.production +``` + +Then copy the appropriate one: +```bash +cp .env.development .env +``` + +### Option 2: Environment Switcher + +Add to your app: + +```typescript +const getApiUrl = () => { + if (__DEV__) { + return 'http://localhost:5000'; + } + return 'https://api.your-domain.com'; +}; +``` + +## Best Practices + +1. **Always use `.env.example`** as a template +2. **Document all variables** in `.env.example` +3. **Never commit `.env`** to version control +4. **Restart server** after changing `.env` +5. **Use sensible defaults** in code +6. **Validate configuration** on app start + +## Example Configurations + +### Full Development Setup + +```bash +# .env for local development +EXPO_PUBLIC_RAG_API_URL=http://localhost:5000 +EXPO_PUBLIC_REQUEST_TIMEOUT=120000 +EXPO_PUBLIC_DEFAULT_TOP_K=8 +EXPO_PUBLIC_DEFAULT_MIN_SCORE=0.0 +EXPO_PUBLIC_DEFAULT_CHUNK_SIZE=1000 +EXPO_PUBLIC_DEFAULT_CHUNK_OVERLAP=200 +EXPO_PUBLIC_MAX_FILE_SIZE_MB=50 +``` + +### Production Setup + +```bash +# .env for production +EXPO_PUBLIC_RAG_API_URL=https://api.your-domain.com +EXPO_PUBLIC_REQUEST_TIMEOUT=60000 +EXPO_PUBLIC_DEFAULT_TOP_K=5 +EXPO_PUBLIC_DEFAULT_MIN_SCORE=0.3 +EXPO_PUBLIC_DEFAULT_CHUNK_SIZE=800 +EXPO_PUBLIC_DEFAULT_CHUNK_OVERLAP=150 +EXPO_PUBLIC_MAX_FILE_SIZE_MB=20 +``` + +## Summary + +✅ Configuration moved to `.env` file +✅ Environment-specific settings supported +✅ Secure (`.env` in `.gitignore`) +✅ Easy to change without code modifications +✅ Template provided (`.env.example`) + +Remember to restart your Expo dev server after any `.env` changes! diff --git a/INTEGRATION_COMPLETE.md b/INTEGRATION_COMPLETE.md new file mode 100644 index 0000000..51d4560 --- /dev/null +++ b/INTEGRATION_COMPLETE.md @@ -0,0 +1,274 @@ +# RAG API Integration - Complete! + +## Summary + +The RAG (Retrieval-Augmented Generation) API has been **fully integrated** into your Codex app. Your app is now a complete RAG-based study assistant! + +## What Was Implemented + +### 1. Service Layer (`/services`) +✅ **ragApi.ts** - Complete API client with all endpoints: + - Document ingestion with base64 conversion + - Query functionality + - Health monitoring + - Statistics retrieval + +✅ **types.ts** - TypeScript interfaces for type safety: + - Request/response types + - Error handling types + - API data structures + +✅ **config.ts** - Centralized configuration: + - API endpoint settings + - Timeout configurations + - Default parameters + +### 2. UI Integration (`/app/chat.tsx`) +✅ **File Upload**: + - PDF selection via DocumentPicker + - Automatic base64 encoding + - Real-time ingestion to RAG system + - Progress indicators and feedback + - File metadata display (pages, chunks) + +✅ **Query Interface**: + - Natural language question input + - Real RAG API responses (no more mock data!) + - Source citations with page numbers + - Confidence scores and query times + - Formatted markdown responses + +✅ **Health Monitoring**: + - Automatic health check on app start + - Visual status banner when API is offline + - Manual refresh capability + - Graceful error handling + +✅ **UI Enhancements**: + - Upload progress overlay + - Loading states for queries + - File status indicators (ingested/ready) + - API status banner + - Processing time display + +### 3. Dependencies +✅ Installed `expo-file-system` for file handling + +## How It Works + +### Document Upload Flow: +1. User selects a PDF file +2. App converts file to base64 +3. Sends to RAG API `/ingest` endpoint +4. Receives chunk and page count +5. Displays success message +6. File marked as "Ready for queries" + +### Query Flow: +1. User types a question +2. App checks for ingested documents +3. Sends query to RAG API `/query` endpoint +4. Receives AI-generated answer with sources +5. Displays answer with citations and confidence +6. Shows query processing time + +### Health Monitoring: +1. App checks API health on startup +2. Displays banner if API is offline +3. User can manually refresh status +4. Prevents operations when API unavailable + +## Key Features + +### For Users: +- Upload PDF study materials +- Ask questions in natural language +- Get accurate answers with source citations +- See confidence scores for answers +- View processing metrics +- Manage uploaded files + +### For Developers: +- Clean service layer architecture +- Full TypeScript type safety +- Comprehensive error handling +- Configurable API endpoint +- Reusable API client +- Detailed documentation + +## File Structure + +``` +/services + ├── ragApi.ts # Main API client + ├── types.ts # TypeScript interfaces + └── config.ts # Configuration + +/app + └── chat.tsx # Updated with RAG integration + +/ + ├── API_DOCUMENTATION.md # RAG API docs + ├── RAG_INTEGRATION_GUIDE.md # Integration guide + └── INTEGRATION_COMPLETE.md # This file +``` + +## Configuration + +### Change API Endpoint: +Edit `/services/config.ts`: + +```typescript +export const RAG_CONFIG = { + API_BASE_URL: 'http://localhost:5000', // Your RAG API URL + // ... +}; +``` + +### For Different Environments: +- **iOS Simulator**: `http://localhost:5000` +- **Android Emulator**: `http://10.0.2.2:5000` +- **Physical Device**: `http://YOUR_IP:5000` + +## Testing Instructions + +### 1. Start Your RAG API Server +```bash +# Make sure your RAG API is running on http://localhost:5000 +# It should have these endpoints: +# - GET /health +# - POST /ingest +# - POST /query +# - GET /query/stats +``` + +### 2. Start the Expo App +```bash +npm start +``` + +### 3. Test Document Upload +1. Open the app +2. Tap the menu icon (top left) +3. Tap "Manage Files" +4. Tap "Upload File" +5. Select a PDF file +6. Wait for processing +7. Should see: "Document processed! X pages, Y chunks" + +### 4. Test Queries +1. Type a question in the input box +2. Tap send +3. Should receive: + - AI-generated answer + - Source citations with page numbers + - Confidence score + - Query processing time + +### 5. Test Error Handling +1. Stop your RAG API server +2. Should see red banner: "RAG API is offline" +3. Try to upload/query - should get error messages +4. Tap refresh icon in banner +5. Restart API server +6. Tap refresh - banner should disappear + +## API Endpoints Used + +| Endpoint | Method | Purpose | Status | +|----------|--------|---------|--------| +| `/health` | GET | Health check | ✅ Integrated | +| `/ingest` | POST | Upload PDFs | ✅ Integrated | +| `/query` | POST | Ask questions | ✅ Integrated | +| `/query/stats` | GET | Get statistics | ✅ Available | + +## Error Handling + +The integration handles: +- ✅ Network timeouts +- ✅ API unavailability +- ✅ Invalid files +- ✅ Empty documents +- ✅ Query failures +- ✅ Server errors +- ✅ User-friendly error messages + +## Performance + +- Upload timeout: 2 minutes (configurable) +- Query timeout: 2 minutes (configurable) +- Default chunk size: 1000 characters +- Default chunk overlap: 200 characters +- Default top_k: 8 results +- Minimum score: 0.0 (all results) + +## Next Steps + +### Immediate: +1. ✅ Start your RAG API server +2. ✅ Test document upload +3. ✅ Test queries +4. ✅ Verify responses are accurate + +### Optional Enhancements: +- [ ] Multi-document queries +- [ ] Document management UI +- [ ] Query history +- [ ] Offline caching +- [ ] Export functionality +- [ ] Advanced filtering +- [ ] Batch uploads +- [ ] Analytics dashboard + +## Troubleshooting + +### "RAG API is offline" +**Solution**: Ensure RAG API server is running on the configured URL + +### Upload fails +**Solution**: Check file size (<50MB), valid PDF, server logs + +### No answers returned +**Solution**: Verify document ingestion succeeded, check API logs + +### Slow performance +**Solution**: Optimize chunk size, reduce top_k, check server resources + +## Documentation + +- **API Docs**: `API_DOCUMENTATION.md` +- **Integration Guide**: `RAG_INTEGRATION_GUIDE.md` +- **This Summary**: `INTEGRATION_COMPLETE.md` + +## Support + +All components are working together: +- ✅ Service layer architecture +- ✅ Type-safe API calls +- ✅ Complete error handling +- ✅ User feedback system +- ✅ Health monitoring +- ✅ Progress indicators +- ✅ File management +- ✅ Query interface + +## Success Criteria Met + +✅ Document ingestion pipeline complete +✅ Real-time query functionality working +✅ Health monitoring implemented +✅ Error handling comprehensive +✅ UI enhancements complete +✅ Type safety throughout +✅ Configuration centralized +✅ Documentation complete + +--- + +## 🎉 Integration Complete! + +Your app is now a **fully functional RAG-based study assistant**. Users can upload PDF documents and ask questions to receive accurate, source-cited answers powered by your RAG API. + +**The mock AI responses have been completely replaced with real RAG API calls.** + +Time to test and enjoy your RAG-powered app! diff --git a/QUICK_START.md b/QUICK_START.md new file mode 100644 index 0000000..6bf1529 --- /dev/null +++ b/QUICK_START.md @@ -0,0 +1,262 @@ +# Quick Start Guide - RAG Integration + +## 🚀 Get Started in 3 Steps + +### Step 1: Start Your RAG API Server +```bash +# Ensure your RAG API is running +# Default: http://localhost:5000 + +# The API should respond to: +curl http://localhost:5000/health +``` + +### Step 2: Configure the App (Optional) + +If you need to change the API URL: + +```bash +# Edit .env file +EXPO_PUBLIC_RAG_API_URL=http://localhost:5000 + +# For Android Emulator use: +# EXPO_PUBLIC_RAG_API_URL=http://10.0.2.2:5000 + +# For Physical Device use your computer's IP: +# EXPO_PUBLIC_RAG_API_URL=http://192.168.1.100:5000 +``` + +Then restart the dev server. + +### Step 3: Run the App +```bash +npm start +# Then press 'i' for iOS or 'a' for Android + +# Note: If you changed .env, restart the server: +# Stop with Ctrl+C, then run npm start again +``` + +## 📱 Using the App + +### Upload a Document +1. Tap **menu icon** (top left) +2. Select **"Manage Files"** +3. Tap **"Upload File"** +4. Choose a PDF +5. Wait for processing ⏳ +6. See success message ✅ + +### Ask Questions +1. Type your question in the input box +2. Tap **send** button +3. Receive AI answer with sources 📚 +4. View confidence score and timing ⏱️ + +## 🔧 API Configuration + +Configuration is now managed via `.env` file! + +### Edit Your `.env` File + +```bash +# Default settings in .env +EXPO_PUBLIC_RAG_API_URL=http://localhost:5000 +EXPO_PUBLIC_REQUEST_TIMEOUT=120000 +EXPO_PUBLIC_DEFAULT_TOP_K=8 +EXPO_PUBLIC_DEFAULT_CHUNK_SIZE=1000 +EXPO_PUBLIC_DEFAULT_CHUNK_OVERLAP=200 +``` + +### Environment-Specific URLs + +Update `EXPO_PUBLIC_RAG_API_URL` in `.env`: + +| Environment | URL | +|-------------|-----| +| iOS Simulator | `http://localhost:5000` | +| Android Emulator | `http://10.0.2.2:5000` | +| Physical Device | `http://192.168.1.100:5000` (your IP) | +| Production | `https://your-api.com` | + +**Remember to restart Expo after changing `.env`!** + +## 📊 Features + +### ✅ What Works Now +- PDF document upload and ingestion +- Natural language queries +- Source-cited answers +- Confidence scores +- Health monitoring +- Error handling +- File management +- Progress indicators + +### 🎯 API Endpoints Used + +```typescript +// Health Check +GET /health +→ Returns API status + +// Upload Document +POST /ingest +Body: { doc_id, pdf_base64, overwrite, chunk_size, chunk_overlap } +→ Returns chunks and pages count + +// Query Documents +POST /query +Body: { question, top_k, doc_id, min_score } +→ Returns answer with sources + +// Get Statistics +GET /query/stats +→ Returns collection statistics +``` + +## 🧪 Testing + +### Test Document Upload +```typescript +// The app handles this automatically when you: +1. Select a PDF file +2. App converts to base64 +3. Calls ragApi.ingestDocument() +4. Shows processing result +``` + +### Test Query +```typescript +// The app handles this automatically when you: +1. Type a question +2. Press send +3. Calls ragApi.queryDocuments() +4. Displays answer with sources +``` + +### Manual API Test (Optional) +```bash +# Health check +curl http://localhost:5000/health + +# Get stats +curl http://localhost:5000/query/stats + +# Query (after uploading a doc) +curl -X POST http://localhost:5000/query \ + -H "Content-Type: application/json" \ + -d '{"question": "What is this about?", "top_k": 8}' +``` + +## 🐛 Troubleshooting + +### API Not Responding +```bash +# Check if API is running +curl http://localhost:5000/health + +# Expected response: +{"status": "healthy", "services": {...}} +``` + +### Upload Fails +- Check file is PDF format +- Verify file size < 50MB +- Check server logs +- Ensure network connectivity + +### No Answers +- Verify document was ingested successfully +- Look for "Ready for queries" status +- Check API logs for errors +- Try simpler questions first + +### Performance Issues +- Reduce `chunk_size` in config +- Lower `top_k` value +- Check server resources +- Monitor network latency + +## 📚 Documentation + +| File | Purpose | +|------|---------| +| `API_DOCUMENTATION.md` | Complete API reference | +| `RAG_INTEGRATION_GUIDE.md` | Detailed integration docs | +| `INTEGRATION_COMPLETE.md` | Implementation summary | +| `QUICK_START.md` | This file | + +## 🔍 Code Reference + +### Import RAG API +```typescript +import { ragApi } from '../services/ragApi'; +import { QueryResponse } from '../services/types'; +``` + +### Upload Document +```typescript +const result = await ragApi.ingestDocument( + docId, + fileUri, + { + overwrite: true, + chunkSize: 1000, + chunkOverlap: 200, + } +); +``` + +### Query Documents +```typescript +const result = await ragApi.queryDocuments( + question, + { + topK: 8, + docId: docId, // optional + minScore: 0.0, + } +); +``` + +### Check Health +```typescript +const health = await ragApi.checkHealth(); +if ('status' in health && health.status === 'healthy') { + console.log('API is ready!'); +} +``` + +## ⚡ Performance Tips + +1. **Optimize chunk size** for your documents +2. **Use doc_id filter** for faster queries +3. **Increase min_score** for more relevant results +4. **Cache frequently queried documents** +5. **Monitor API response times** + +## 🎉 Success Indicators + +You'll know it's working when: +- ✅ Upload shows pages and chunks count +- ✅ File status shows "Ready for queries" +- ✅ Queries return formatted answers +- ✅ Sources show page numbers and scores +- ✅ No red "API offline" banner +- ✅ Query times display correctly + +## 🆘 Need Help? + +1. Check API server is running +2. Verify configuration in `services/config.ts` +3. Review error messages in the app +4. Check server logs +5. Test API endpoints manually with curl +6. Review documentation files + +--- + +**Your app is now a fully functional RAG-powered study assistant!** 🎓 + +Upload documents, ask questions, and get accurate AI-powered answers. diff --git a/RAG_INTEGRATION_GUIDE.md b/RAG_INTEGRATION_GUIDE.md new file mode 100644 index 0000000..65957ed --- /dev/null +++ b/RAG_INTEGRATION_GUIDE.md @@ -0,0 +1,275 @@ +# RAG API Integration Guide + +This guide explains how the RAG (Retrieval-Augmented Generation) API is integrated into the Codex app. + +## Overview + +The app now uses a fully integrated RAG pipeline for document processing and question answering. Users can upload PDF files, which are automatically processed and chunked, then query them using natural language. + +## Architecture + +### Components + +1. **Service Layer** (`/services`) + - `ragApi.ts` - Main API client for RAG operations + - `types.ts` - TypeScript interfaces for API requests/responses + - `config.ts` - Configuration for API endpoints and parameters + +2. **UI Integration** (`/app/chat.tsx`) + - File upload with real-time ingestion + - Query interface with RAG-powered responses + - Health monitoring and status indicators + +## Features Implemented + +### 1. Document Ingestion +- PDF file selection via DocumentPicker +- Automatic base64 conversion +- Real-time upload progress +- Document metadata tracking (pages, chunks) +- Success/error feedback + +### 2. Question Answering +- Natural language queries +- Context-aware responses from uploaded documents +- Source attribution with page numbers and confidence scores +- Relevance scoring for each source + +### 3. Health Monitoring +- Automatic API health checks on app start +- Visual status indicator when API is offline +- Manual refresh capability +- Graceful error handling + +### 4. UI Enhancements +- Upload progress overlay +- File status indicators (ingested/not ingested) +- Processing time display +- Chunk and page count display +- Loading states for queries + +## Configuration + +### API Endpoint + +Edit `/services/config.ts` to configure the RAG API endpoint: + +```typescript +export const RAG_CONFIG = { + API_BASE_URL: 'http://localhost:5000', // Change to your API URL + // ... other config +}; +``` + +### Environment Setup + +1. **Start the RAG API server** (default: `http://localhost:5000`) +2. **Ensure the following endpoints are available:** + - `GET /health` - Health check + - `POST /ingest` - Document ingestion + - `POST /query` - Query documents + - `GET /query/stats` - Collection statistics + +## Usage Flow + +### For Users: + +1. **Upload a Document** + - Tap the menu icon → "Manage Files" + - Tap "Upload File" + - Select a PDF file + - Wait for processing (shows pages and chunks created) + +2. **Ask Questions** + - Use the input box to ask questions about your documents + - Receive AI-generated answers with source citations + - View confidence scores and query times + +3. **Manage Files** + - View all uploaded files in the sidebar + - See ingestion status (ready/processing) + - Delete files as needed + +### For Developers: + +#### Upload a Document +```typescript +import { ragApi } from '../services/ragApi'; + +const result = await ragApi.ingestDocument( + 'unique-doc-id', + fileUri, + { + overwrite: true, + chunkSize: 1000, + chunkOverlap: 200, + } +); + +if (result.success) { + console.log(`Processed ${result.total_pages} pages into ${result.total_chunks} chunks`); +} +``` + +#### Query Documents +```typescript +const queryResult = await ragApi.queryDocuments( + 'What is the main topic?', + { + topK: 8, + docId: 'specific-doc-id', // optional + minScore: 0.0, + } +); + +if (queryResult.success) { + console.log(queryResult.answer.text); + console.log('Sources:', queryResult.answer.sources); +} +``` + +#### Check API Health +```typescript +const health = await ragApi.checkHealth(); +if ('status' in health && health.status === 'healthy') { + console.log('API is healthy'); +} +``` + +## API Integration Details + +### Request/Response Types + +All API types are defined in `/services/types.ts`: + +- `IngestRequest` - Document upload request +- `IngestResponse` - Upload response with metadata +- `QueryRequest` - Question query request +- `QueryResponse` - Answer with sources and confidence +- `HealthStatus` - API health status +- `StatsResponse` - Collection statistics + +### Error Handling + +The integration includes comprehensive error handling: + +1. **Network Errors** - Timeout handling, connection failures +2. **API Errors** - Error codes and messages from server +3. **Validation Errors** - Client-side validation before requests +4. **User Feedback** - Clear alerts and status messages + +### Performance Considerations + +- **Timeouts**: 2-minute timeout for large file uploads +- **Async Operations**: All API calls are asynchronous +- **Loading States**: Visual feedback during processing +- **Caching**: Uploaded files stored in AsyncStorage + +## Testing + +### Manual Testing Checklist + +- [ ] Upload a PDF file successfully +- [ ] View upload progress and success message +- [ ] See file appear in sidebar with "Ready for queries" status +- [ ] Ask a question and receive an answer +- [ ] View source citations with page numbers +- [ ] Check confidence scores and query times +- [ ] Delete a file +- [ ] Test with API offline (should show error banner) +- [ ] Refresh API health status +- [ ] Upload multiple files +- [ ] Query specific documents + +### Test with API + +1. Start your RAG API server +2. Run the Expo app: `npm start` +3. Upload a test PDF document +4. Try various queries: + - "What is this document about?" + - "Summarize the key points" + - "Explain [specific topic]" + +## Troubleshooting + +### API Connection Issues + +**Problem**: "RAG API is offline" banner appears + +**Solutions**: +1. Ensure RAG API server is running +2. Check `services/config.ts` has correct URL +3. Verify server is accessible from your device +4. For iOS simulator: use `http://localhost:5000` +5. For Android emulator: use `http://10.0.2.2:5000` +6. For physical devices: use your computer's IP address + +### File Upload Fails + +**Problem**: Upload fails with error message + +**Solutions**: +1. Check file size (max 50MB) +2. Ensure file is valid PDF +3. Check server logs for processing errors +4. Verify API has sufficient storage +5. Check network connectivity + +### No Answers Returned + +**Problem**: Queries return no results or errors + +**Solutions**: +1. Verify document was successfully ingested +2. Check "Ready for queries" status in file list +3. Try more specific questions +4. Lower the `minScore` threshold +5. Increase `topK` for more sources +6. Check API logs for query errors + +### Performance Issues + +**Problem**: Slow uploads or queries + +**Solutions**: +1. Reduce chunk size for smaller documents +2. Increase chunk overlap for better context +3. Optimize `topK` value (default: 8) +4. Check server resources (CPU/memory) +5. Monitor network latency + +## Future Enhancements + +Potential improvements for the integration: + +1. **Multi-document Queries** - Query across all uploaded documents +2. **Document Management** - Edit document metadata, re-process files +3. **Query History** - Save and replay previous queries +4. **Offline Support** - Cache responses for offline access +5. **Advanced Filtering** - Filter by document type, date, tags +6. **Batch Operations** - Upload multiple files at once +7. **Export Results** - Save answers and sources +8. **Analytics** - Track usage patterns and popular queries + +## Support + +For issues or questions: + +1. Check this guide first +2. Review the API documentation: `API_DOCUMENTATION.md` +3. Check server logs for errors +4. Verify configuration in `services/config.ts` + +## Summary + +The RAG API is fully integrated with: +- ✅ Complete document ingestion pipeline +- ✅ Real-time query functionality +- ✅ Health monitoring and status indicators +- ✅ Error handling and user feedback +- ✅ Source attribution and confidence scores +- ✅ File management interface +- ✅ Loading states and progress indicators + +All components are working together to provide a seamless RAG-powered study assistant experience. diff --git a/README.md b/README.md index d4fa37e..382fa6c 100644 --- a/README.md +++ b/README.md @@ -1,116 +1,73 @@ -# CODEX - AI-Powered Chat Assistant - -CODEX is a modern, responsive MVP web app that serves as an AI-powered chat assistant with file-based reasoning (RAG). Built with React Native and Expo, it provides a clean, minimal, and visually appealing interface for intelligent conversations. - -## Features - -### 🎨 Modern Design -- Clean, minimal interface inspired by modern chat applications -- Smooth animations and transitions -- Mobile-first responsive design -- Professional typography and spacing - -### 🚀 Smart App Flow -- **Splash Screen**: Always shows on app launch with fade-in animation -- **Onboarding**: First-time setup for personalized experience -- **Chat Interface**: Main screen with ChatGPT-like interface -- **Persistent Data**: Remembers user and chat history - -### 🤖 AI Integration -- Simulated AI responses with context awareness -- File upload support (PDF, TXT, CSV) -- RAG-enhanced responses when files are uploaded -- Loading states and typing indicators - -### 📁 File Management -- Upload and manage multiple files -- File metadata display (name, size, type) -- Enhanced AI responses based on uploaded content -- Secure local storage - -## Getting Started - -### Prerequisites -- Node.js (v16 or higher) -- Expo CLI -- Android Studio (for Android development) or Xcode (for iOS) - -### Installation - -1. **Clone the repository** - ```bash - git clone - cd codex - ``` - -2. **Install dependencies** - ```bash - bun install - # or - npm install - ``` - -3. **Start the development server** - ```bash - # For online mode - bun run start - - # For offline mode (recommended if network issues) - EXPO_OFFLINE=1 bun run start - ``` - -4. **Run on devices** - ```bash - # Android - bun run android - - # iOS - bun run ios - - # Web - bun run web - ``` - -## Project Structure +# Codex - RAG-Powered Study Assistant +A React Native study assistant app powered by a complete RAG (Retrieval-Augmented Generation) pipeline. Upload PDF documents and ask questions to receive accurate, source-cited answers. + +## 🚀 Quick Start + +### 1. Install Dependencies +```bash +npm install +``` + +### 2. Configure Environment +```bash +# .env file is already created with defaults +# Edit if you need to change the API URL +# Default: EXPO_PUBLIC_RAG_API_URL=http://localhost:5000 ``` -app/ -├── _layout.tsx # Root layout with navigation setup -├── index.tsx # Splash screen with loading animation -├── onboarding.tsx # First-time user setup -└── chat.tsx # Main chat interface - -components/ # Reusable UI components (if needed) -assets/ # Images and static assets -constants/ # App constants and themes + +### 3. Start RAG API Server +Ensure your RAG API is running on the configured URL (default: http://localhost:5000) + +### 4. Start the App +```bash +npm start +# Press 'i' for iOS or 'a' for Android ``` -## Technical Stack +## ✨ Features + +- 📚 PDF document upload and processing +- 🤖 AI-powered question answering with RAG +- 📖 Source citations with page numbers +- 💯 Confidence scores for answers +- ⚡ Real-time processing metrics +- 🏥 Health monitoring with status indicators +- 🔧 Environment-based configuration via .env + +## ⚙️ Configuration + +Configuration is managed through `.env` file: + +```bash +# Required +EXPO_PUBLIC_RAG_API_URL=http://localhost:5000 + +# Optional (with defaults) +EXPO_PUBLIC_REQUEST_TIMEOUT=120000 +EXPO_PUBLIC_DEFAULT_TOP_K=8 +EXPO_PUBLIC_DEFAULT_MIN_SCORE=0.0 +``` -- **Framework**: React Native with Expo -- **Navigation**: Expo Router (file-based routing) -- **Storage**: AsyncStorage for local data persistence -- **File Handling**: react-native-document-picker -- **Icons**: Expo Vector Icons (Ionicons) -- **Styling**: React Native StyleSheet (modern design system) +See [ENV_SETUP.md](ENV_SETUP.md) for detailed configuration instructions. -## Design System +## 📚 Documentation -### Colors -- **Primary**: `#3B82F6` (Blue-500) -- **Text Primary**: `#111827` (Gray-900) -- **Text Secondary**: `#6B7280` (Gray-500) -- **Background**: `#FFFFFF` (White) -- **Surface**: `#F3F4F6` (Gray-100) -- **Border**: `#E5E7EB` (Gray-200) +- **[QUICK_START.md](QUICK_START.md)** - Get started in 3 steps +- **[ENV_SETUP.md](ENV_SETUP.md)** - Environment configuration +- **[API_DOCUMENTATION.md](API_DOCUMENTATION.md)** - Complete API reference +- **[RAG_INTEGRATION_GUIDE.md](RAG_INTEGRATION_GUIDE.md)** - Integration details -## Development Tips +## 🎯 Key Features -1. **Offline Mode**: Use `EXPO_OFFLINE=1` if experiencing network issues -2. **Hot Reloading**: Save files to see changes immediately -3. **Debugging**: Use `console.log` and React Developer Tools -4. **Testing**: Test on both iOS and Android for consistency +✅ Complete RAG API integration +✅ PDF document upload & processing +✅ Natural language question answering +✅ Source citations with page numbers +✅ Confidence scores & metrics +✅ Health monitoring +✅ Environment configuration -## License +--- -This project is licensed under the MIT License. \ No newline at end of file +**Built with React Native, Expo, and RAG Technology** diff --git a/app.json b/app.json index f4b3203..3c3d416 100644 --- a/app.json +++ b/app.json @@ -18,7 +18,11 @@ "backgroundImage": "./assets/images/android-icon-background.png", "monochromeImage": "./assets/images/android-icon-monochrome.png" }, - "edgeToEdgeEnabled": true, + "edgeToEdgeEnabled": false, + "navigationBar": { + "backgroundColor": "#1F2937", + "visible": true + }, "predictiveBackGestureEnabled": false }, "web": { @@ -38,7 +42,8 @@ "backgroundColor": "#000000" } } - ] + ], + "expo-font" ], "experiments": { "typedRoutes": true, diff --git a/app/_layout.tsx b/app/_layout.tsx index e512649..b729044 100644 --- a/app/_layout.tsx +++ b/app/_layout.tsx @@ -26,8 +26,13 @@ export default function RootLayout() { return ( <> - - + + diff --git a/app/chat.tsx b/app/chat.tsx index f3ca649..2fe9df2 100644 --- a/app/chat.tsx +++ b/app/chat.tsx @@ -3,22 +3,24 @@ import AsyncStorage from '@react-native-async-storage/async-storage'; import * as DocumentPicker from 'expo-document-picker'; import React, { useEffect, useRef, useState } from 'react'; import { - ActivityIndicator, - Alert, - Animated, - Dimensions, - FlatList, - Image, - Modal, - ScrollView, - StatusBar, - StyleSheet, - Text, - TextInput, - TouchableOpacity, - View + ActivityIndicator, + Alert, + Animated, + Dimensions, + FlatList, + KeyboardAvoidingView, + Modal, + Platform, + ScrollView, + StatusBar, + StyleSheet, + Text, + TextInput, + TouchableOpacity, + View } from 'react-native'; -import { SafeAreaView } from 'react-native-safe-area-context'; +import Markdown from 'react-native-markdown-display'; +import { ragApi } from '../services/ragApi'; const { width: SCREEN_WIDTH } = Dimensions.get('window'); const SIDEBAR_WIDTH = SCREEN_WIDTH * 0.8; @@ -37,6 +39,10 @@ type UploadedFile = { uri: string; type: string; size: number; + docId?: string; // Document ID in RAG system + ingested?: boolean; // Whether file has been ingested + chunks?: number; // Number of chunks created + pages?: number; // Number of pages processed }; type ChatHistory = { @@ -55,10 +61,13 @@ export default function ChatInterface() { const [isSidebarOpen, setIsSidebarOpen] = useState(false); const [chatHistory, setChatHistory] = useState([]); const [currentChatId, setCurrentChatId] = useState(null); + const [userName, setUserName] = useState('User'); const [showOptionsMenu, setShowOptionsMenu] = useState(false); const [showChatOptionsMenu, setShowChatOptionsMenu] = useState(false); const [selectedChatId, setSelectedChatId] = useState(null); const [menuPosition, setMenuPosition] = useState({ x: 0, y: 0 }); + const [apiHealthy, setApiHealthy] = useState(true); + const [uploadingFile, setUploadingFile] = useState(false); const flatListRef = useRef(null); const sidebarAnim = useRef(new Animated.Value(-SIDEBAR_WIDTH)).current; @@ -66,11 +75,40 @@ export default function ChatInterface() { useEffect(() => { loadUserData(); + checkApiHealth(); }, []); + const checkApiHealth = async () => { + try { + const health = await ragApi.checkHealth(); + if ('success' in health && !health.success) { + console.error('Health check failed:', health.error); + setApiHealthy(false); + return; + } + if ('status' in health && 'services' in health) { + // Check if both API and Qdrant services are healthy + const isHealthy = health.services.api === 'healthy' && health.services.qdrant === 'healthy'; + setApiHealthy(isHealthy); + if (!isHealthy) { + console.error('Service unhealthy:', health.services); + } + } else { + setApiHealthy(false); + } + } catch (error) { + console.error('Health check failed:', error); + setApiHealthy(false); + } + }; + const loadUserData = async () => { try { const name = await AsyncStorage.getItem('userName'); + if (name) { + setUserName(name); + } + const savedChatHistory = await AsyncStorage.getItem('chatHistory'); const savedFiles = await AsyncStorage.getItem('uploadedFiles'); @@ -82,7 +120,7 @@ export default function ChatInterface() { lastMessage: new Date(chat.lastMessage), messages: chat.messages.map((msg: any) => ({ ...msg, - timestamp: new Date(msg.timestamp) + timestamp: new Date(msg.timestamp), })) })); setChatHistory(historyWithDates); @@ -211,7 +249,7 @@ export default function ChatInterface() { }, { text: 'Rename', - onPress: (newTitle) => { + onPress: (newTitle : string |undefined) => { if (newTitle && newTitle.trim()) { const updatedHistory = chatHistory.map(chat => chat.id === chatId ? { ...chat, title: newTitle.trim() } : chat @@ -259,7 +297,7 @@ export default function ChatInterface() { ); }; - const handleQuickAction = (actionText: string) => { + const handleQuickAction = async (actionText: string) => { const userMessage: Message = { id: Date.now().toString(), text: actionText, @@ -269,27 +307,96 @@ export default function ChatInterface() { const newMessages = [userMessage]; setMessages(newMessages); + setInputText(''); setIsLoading(true); - setTimeout(() => { - const aiResponse: Message = { + try { + const ingestedFiles = uploadedFiles.filter(f => f.ingested); + + if (ingestedFiles.length === 0) { + const aiResponse: Message = { + id: (Date.now() + 1).toString(), + text: `Please upload a PDF document first so I can help you with that!\n\nUse the **Manage Files** option in the sidebar to upload your study materials.`, + isUser: false, + timestamp: new Date(), + fromFile: false, + }; + + const finalMessages = [...newMessages, aiResponse]; + setMessages(finalMessages); + saveData(finalMessages, uploadedFiles); + setIsLoading(false); + return; + } + + const latestDoc = ingestedFiles[ingestedFiles.length - 1]; + + const queryResult = await ragApi.queryDocuments(actionText, { + topK: 8, + docId: latestDoc.docId, + minScore: 0.0, + }); + + if (queryResult.success && queryResult.answer) { + let answerText = queryResult.answer.text; + + if (queryResult.answer.sources.length > 0) { + answerText += '\n\n**Sources:**\n'; + queryResult.answer.sources.forEach((source, idx) => { + answerText += `\n${idx + 1}. Page ${source.page} (Score: ${source.score.toFixed(2)})\n`; + }); + } + + const aiResponse: Message = { + id: (Date.now() + 1).toString(), + text: answerText, + isUser: false, + timestamp: new Date(), + fromFile: true, + }; + + const finalMessages = [...newMessages, aiResponse]; + setMessages(finalMessages); + saveData(finalMessages, uploadedFiles); + } else { + const errorResponse: Message = { + id: (Date.now() + 1).toString(), + text: `I couldn't process that request: ${queryResult.error}`, + isUser: false, + timestamp: new Date(), + fromFile: false, + }; + + const finalMessages = [...newMessages, errorResponse]; + setMessages(finalMessages); + saveData(finalMessages, uploadedFiles); + } + } catch (error) { + const errorResponse: Message = { id: (Date.now() + 1).toString(), - text: generateAIResponse(actionText, uploadedFiles.length > 0), + text: `An error occurred: ${error}`, isUser: false, timestamp: new Date(), - fromFile: uploadedFiles.length > 0, + fromFile: false, }; - const finalMessages = [...newMessages, aiResponse]; + const finalMessages = [...newMessages, errorResponse]; setMessages(finalMessages); saveData(finalMessages, uploadedFiles); - setIsLoading(false); - }, 1500); + } + + setIsLoading(false); }; const handleSendMessage = async () => { if (!inputText.trim()) return; + // Check API health + if (!apiHealthy) { + Alert.alert('API Unavailable', 'The RAG API is not available. Please ensure the server is running.'); + return; + } + const userMessage: Message = { id: Date.now().toString(), text: inputText.trim(), @@ -299,71 +406,182 @@ export default function ChatInterface() { const newMessages = [...messages, userMessage]; setMessages(newMessages); + const questionText = inputText.trim(); setInputText(''); setIsLoading(true); - setTimeout(() => { - const aiResponse: Message = { + try { + // Query the RAG API + const ingestedFiles = uploadedFiles.filter(f => f.ingested); + + if (ingestedFiles.length === 0) { + // No files uploaded - provide helpful message + const aiResponse: Message = { + id: (Date.now() + 1).toString(), + text: `I don't have any documents to reference yet. Please upload a PDF file so I can help you with questions about it!\n\nYou can upload documents using the **Manage Files** option in the sidebar.`, + isUser: false, + timestamp: new Date(), + fromFile: false, + }; + + const finalMessages = [...newMessages, aiResponse]; + setMessages(finalMessages); + saveData(finalMessages, uploadedFiles); + setIsLoading(false); + return; + } + + // Query with the most recently uploaded document + const latestDoc = ingestedFiles[ingestedFiles.length - 1]; + + const queryResult = await ragApi.queryDocuments(questionText, { + topK: 8, + docId: latestDoc.docId, + minScore: 0.0, + }); + + if (queryResult.success && queryResult.answer) { + // Format the answer with sources + let answerText = queryResult.answer.text; + + if (queryResult.answer.sources.length > 0) { + answerText += '\n\n**Sources:**\n'; + queryResult.answer.sources.forEach((source, idx) => { + answerText += `\n${idx + 1}. **${source.doc_id}** (Page ${source.page}, Score: ${source.score.toFixed(2)})\n`; + answerText += ` > ${source.text.substring(0, 150)}${source.text.length > 150 ? '...' : ''}\n`; + }); + } + + answerText += `\n\n*Query time: ${queryResult.query_time_ms}ms | Confidence: ${(queryResult.answer.confidence * 100).toFixed(0)}%*`; + + const aiResponse: Message = { + id: (Date.now() + 1).toString(), + text: answerText, + isUser: false, + timestamp: new Date(), + fromFile: true, + }; + + const finalMessages = [...newMessages, aiResponse]; + setMessages(finalMessages); + saveData(finalMessages, uploadedFiles); + } else { + // Query failed + const errorResponse: Message = { + id: (Date.now() + 1).toString(), + text: `Sorry, I encountered an error while processing your question: ${queryResult.error}\n\nPlease try again or rephrase your question.`, + isUser: false, + timestamp: new Date(), + fromFile: false, + }; + + const finalMessages = [...newMessages, errorResponse]; + setMessages(finalMessages); + saveData(finalMessages, uploadedFiles); + } + } catch (error) { + const errorResponse: Message = { id: (Date.now() + 1).toString(), - text: generateAIResponse(inputText, uploadedFiles.length > 0), + text: `An unexpected error occurred: ${error}\n\nPlease try again later.`, isUser: false, timestamp: new Date(), - fromFile: uploadedFiles.length > 0, + fromFile: false, }; - const finalMessages = [...newMessages, aiResponse]; + const finalMessages = [...newMessages, errorResponse]; setMessages(finalMessages); saveData(finalMessages, uploadedFiles); - setIsLoading(false); - }, 1500); - }; + } - const generateAIResponse = (message: string, hasFiles: boolean): string => { - const responses = [ - "I understand your question. Let me help you with that.", - "That's an interesting point. Here's what I think...", - "Based on what you've shared, I'd suggest...", - "I can help you with that. Let me provide some insights.", - ]; - - const fileResponses = [ - "Based on your uploaded files, I can see that...", - "According to the documents you've shared...", - "From the files you've provided, it appears that...", - ]; - - const randomResponse = hasFiles - ? fileResponses[Math.floor(Math.random() * fileResponses.length)] - : responses[Math.floor(Math.random() * responses.length)]; - - return randomResponse; + setIsLoading(false); }; + const handleFileUpload = async () => { try { const result = await DocumentPicker.getDocumentAsync({ - type: ['application/pdf', 'text/plain', 'text/csv'], + type: ['application/pdf'], copyToCacheDirectory: true, }); if (!result.canceled && result.assets && result.assets[0]) { + const fileAsset = result.assets[0]; + + // Check API health first + if (!apiHealthy) { + Alert.alert('API Unavailable', 'The RAG API is not available. Please check your internet connection and try again.'); + return; + } + + setUploadingFile(true); + setIsModalVisible(false); + const file: UploadedFile = { id: Date.now().toString(), - name: result.assets[0].name || 'Unknown file', - uri: result.assets[0].uri, - type: result.assets[0].mimeType || 'unknown', - size: result.assets[0].size || 0, + name: fileAsset.name || 'Unknown file', + uri: fileAsset.uri, + type: fileAsset.mimeType || 'application/pdf', + size: fileAsset.size || 0, + docId: `doc_${Date.now()}`, + ingested: false, }; - const newFiles = [...uploadedFiles, file]; - setUploadedFiles(newFiles); - saveData(messages, newFiles); - setIsModalVisible(false); + try { + // Show uploading status + Alert.alert('Processing', `Preparing ${file.name} for upload...`); - Alert.alert('Success', `${file.name} has been uploaded successfully!`); + // Ingest document into RAG system + const ingestResult = await ragApi.ingestDocument( + file.docId!, + file.uri, + { + overwrite: true, + chunkSize: 1000, + chunkOverlap: 200, + } + ); + + if (ingestResult.success) { + file.ingested = true; + file.chunks = ingestResult.total_chunks; + file.pages = ingestResult.total_pages; + + const newFiles = [...uploadedFiles, file]; + setUploadedFiles(newFiles); + saveData(messages, newFiles); + + Alert.alert( + 'Success', + `${file.name} has been processed!\n\nPages: ${file.pages}\nChunks: ${file.chunks}\nTime: ${ingestResult.processing_time_ms}ms` + ); + } else { + throw new Error(ingestResult.error || 'Failed to process document'); + } + } catch (processError) { + console.error('Document processing error:', processError); + + if (processError instanceof Error && processError.message.includes('base64')) { + Alert.alert( + 'File Access Error', + 'Unable to read the selected file. Please try selecting the file again or choose a different PDF file.' + ); + } else { + Alert.alert( + 'Upload Failed', + `Failed to process ${file.name}: ${processError instanceof Error ? processError.message : 'Unknown error'}` + ); + } + } + + setUploadingFile(false); } } catch (error) { - Alert.alert('Error', 'Failed to upload file. Please try again.'); + setUploadingFile(false); + console.error('File upload error:', error); + Alert.alert( + 'Error', + 'Failed to upload file. Please make sure you selected a valid PDF file and try again.' + ); } }; @@ -397,56 +615,185 @@ export default function ChatInterface() { const renderWelcomeScreen = () => ( - What can I help with? + + + + + + Hello, {userName}! + Ready to study smarter with your notes? - - handleQuickAction("Create a beautiful image for my project")} - > - - Create image - + + Study Actions + + handleQuickAction("Help me understand this topic from my notes")} + > + + + + + Explain Notes + Understand concepts + + - handleQuickAction("I need advice on my current project")} - > - - Get advice - + handleQuickAction("Create practice questions from my notes")} + > + + + + + Quiz Me + Practice questions + + - handleQuickAction("Summarize the key points from my documents")} - > - - Summarize text - + handleQuickAction("Summarize the key points from my study notes")} + > + + + + + Summarize + Key points + + - setIsModalVisible(true)} - > - More - + setIsModalVisible(true)} + > + + + + + Study Tools + More options + + + + + + + 📚 Study Tips + + + Upload your lecture notes, textbooks, or study materials and I'll help you understand, summarize, and create practice questions! + + ); + // Markdown Text Component for AI responses + const MarkdownText = ({ text }: { text: string }) => { + return ( + + {text} + + ); + }; + const renderMessage = ({ item }: { item: Message }) => ( - - - {item.text} - - {item.fromFile && ( - - Response derived from uploaded file 📄 + {item.isUser ? ( + // User message with bubble + + + {item.text} - )} - + + ) : ( + // AI message without animation - just plain text + + + {item.fromFile && ( + + {'📄 Answer based on your uploaded document.'} + + )} + + )} {item.timestamp instanceof Date ? item.timestamp.toLocaleTimeString([], { hour: '2-digit', minute: '2-digit' }) : ''} @@ -475,7 +822,7 @@ export default function ChatInterface() { {/* Recent Conversations */} - Recent conversations + Recent conversations @@ -521,7 +868,7 @@ export default function ChatInterface() { {/* Files Section */} - My Files + My Files {uploadedFiles.length} @@ -539,7 +886,7 @@ export default function ChatInterface() { Manage Files - Upload & organize documents + Upload documents @@ -622,30 +969,21 @@ export default function ChatInterface() { }; return ( - - + + + - {/* Header */} - - - - - - - - - CODEX - - - - - - - + {/* Floating Menu Button */} + + + {/* Messages or Welcome Screen */} {messages.length === 0 ? ( @@ -669,23 +1007,58 @@ export default function ChatInterface() { + Thinking... )} - {/* Input Area */} - - - - + {/* Uploading indicator */} + {uploadingFile && ( + + + + Processing document... + This may take a moment + + + )} + + {/* API Status Banner */} + {!apiHealthy && ( + + + + RAG API is offline. Please start the server. + + + - - + )} + + {/* Floating Input Area */} + {!isModalVisible && ( + + + + + + + { + // Scroll to end when input is focused + setTimeout(() => { + flatListRef.current?.scrollToEnd({ animated: true }); + }, 100); + }} + onBlur={() => { + // No specific action needed on blur + }} multiline maxLength={500} /> @@ -703,6 +1076,7 @@ export default function ChatInterface() { + )} {/* Sidebar Overlay and Sidebar */} {isSidebarOpen && ( @@ -751,14 +1125,25 @@ export default function ChatInterface() { {uploadedFiles.map((file) => ( - + {file.name} {(file.size / 1024).toFixed(1)}KB + {file.ingested && file.chunks && ` • ${file.chunks} chunks`} + {file.ingested && file.pages && ` • ${file.pages} pages`} + {file.ingested && ( + + Ready for queries + + )} + ); } @@ -808,35 +1193,22 @@ const styles = StyleSheet.create({ flex: 1, backgroundColor: '#111827', }, - header: { - flexDirection: 'row', - alignItems: 'center', - justifyContent: 'space-between', - paddingHorizontal: 16, - paddingVertical: 12, + floatingMenuButton: { + position: 'absolute', + top: 50, + left: 16, + width: 48, + height: 48, + borderRadius: 12, backgroundColor: '#1F2937', - }, - menuButton: { - padding: 8, - }, - headerCenter: { - flex: 1, - alignItems: 'center', - }, - headerLogo: { - flexDirection: 'row', + justifyContent: 'center', alignItems: 'center', - }, - headerLogoImage: { - width: 28, - height: 28, - }, - headerLogoText: { - color: '#FFFFFF', - fontSize: 20, - fontWeight: 'bold', - marginLeft: 8, - letterSpacing: 1, + shadowColor: '#000', + shadowOffset: { width: 0, height: 2 }, + shadowOpacity: 0.25, + shadowRadius: 4, + elevation: 5, + zIndex: 1000, }, getPlusButton: { flexDirection: 'row', @@ -852,51 +1224,136 @@ const styles = StyleSheet.create({ fontWeight: '600', marginLeft: 8, }, - headerRight: { - padding: 8, - }, welcomeContainer: { flex: 1, - backgroundColor: '#111827', + backgroundColor: '#0F172A', }, welcomeContent: { - flex: 1, - justifyContent: 'center', - paddingHorizontal: 24, + flexGrow: 1, + paddingHorizontal: 20, + paddingVertical: 32, + paddingTop: 80, // Add space for floating menu button + paddingBottom: 100, // Add space for floating input }, welcomeHeader: { alignItems: 'center', - marginBottom: 48, + marginBottom: 40, + paddingTop: 20, + }, + logoContainer: { + marginBottom: 24, + }, + logoGlow: { + backgroundColor: '#1E1B4B', + width: 80, + height: 80, + borderRadius: 40, + justifyContent: 'center', + alignItems: 'center', + shadowColor: '#8B5CF6', + shadowOffset: { width: 0, height: 0 }, + shadowOpacity: 0.3, + shadowRadius: 20, + elevation: 10, }, welcomeTitle: { - fontSize: 28, - fontWeight: 'bold', + fontSize: 32, + fontFamily: 'Inter_700Bold', color: '#FFFFFF', textAlign: 'center', + marginBottom: 8, + letterSpacing: -0.5, + }, + welcomeSubtitle: { + fontSize: 18, + fontFamily: 'System', + color: '#94A3B8', + textAlign: 'center', + lineHeight: 24, + }, + featuresSection: { + marginBottom: 32, + }, + sectionTitle: { + fontSize: 20, + fontFamily: 'Inter_700Bold', + color: '#F1F5F9', + marginBottom: 20, + paddingLeft: 4, }, actionGrid: { - flexDirection: 'row', - flexWrap: 'wrap', - justifyContent: 'space-between', - gap: 12, + gap: 16, }, actionCard: { - width: '47%', - backgroundColor: '#1F2937', - borderRadius: 12, - padding: 16, + backgroundColor: '#1E293B', + borderRadius: 16, + padding: 20, borderWidth: 1, - borderColor: '#374151', + borderColor: '#334155', flexDirection: 'row', alignItems: 'center', + shadowColor: '#000', + shadowOffset: { width: 0, height: 2 }, + shadowOpacity: 0.1, + shadowRadius: 8, + elevation: 3, }, - actionIcon: { - marginRight: 12, + primaryCard: { + backgroundColor: 'rgba(16, 185, 129, 0.1)', + borderColor: 'rgba(16, 185, 129, 0.3)', + }, + secondaryCard: { + backgroundColor: 'rgba(59, 130, 246, 0.1)', + borderColor: 'rgba(59, 130, 246, 0.3)', + }, + accentCard: { + backgroundColor: 'rgba(245, 158, 11, 0.1)', + borderColor: 'rgba(245, 158, 11, 0.3)', + }, + moreCard: { + backgroundColor: 'rgba(139, 92, 246, 0.1)', + borderColor: 'rgba(139, 92, 246, 0.3)', + }, + cardIconContainer: { + width: 48, + height: 48, + borderRadius: 24, + backgroundColor: 'rgba(255, 255, 255, 0.05)', + justifyContent: 'center', + alignItems: 'center', + marginRight: 16, + }, + cardContent: { + flex: 1, }, actionTitle: { - color: '#E5E7EB', - fontSize: 16, - fontWeight: '500', + color: '#F8FAFC', + fontSize: 17, + fontFamily: 'Inter_600SemiBold', + marginBottom: 4, + }, + actionSubtitle: { + color: '#94A3B8', + fontSize: 14, + fontFamily: 'System', + }, + tipsSection: { + marginTop: 16, + }, + tipCard: { + backgroundColor: 'rgba(139, 92, 246, 0.05)', + borderRadius: 12, + padding: 16, + borderWidth: 1, + borderColor: 'rgba(139, 92, 246, 0.2)', + }, + tipText: { + color: '#CBD5E1', + fontSize: 15, + fontFamily: 'System', + lineHeight: 22, + textAlign: 'center', + fontStyle: 'italic', }, messagesList: { flex: 1, @@ -904,6 +1361,8 @@ const styles = StyleSheet.create({ messagesContent: { paddingHorizontal: 16, paddingVertical: 16, + paddingTop: 80, // Add space for floating menu button + paddingBottom: 100, // Add space for floating input }, messageContainer: { marginBottom: 16, @@ -928,15 +1387,28 @@ const styles = StyleSheet.create({ backgroundColor: '#1F2937', borderBottomLeftRadius: 4, }, + aiTextContainer: { + // Plain text container for AI responses - no bubble styling + paddingVertical: 4, + }, messageText: { fontSize: 16, + fontFamily: 'System', lineHeight: 20, }, userMessageText: { color: '#FFFFFF', + fontFamily: 'System', }, aiMessageText: { color: '#E5E7EB', + fontFamily: 'System', + }, + typingCursor: { + color: '#3B82F6', + fontWeight: 'bold', + marginLeft: 2, + fontSize: 18, }, fileIndicator: { fontSize: 12, @@ -946,6 +1418,7 @@ const styles = StyleSheet.create({ }, timestamp: { fontSize: 12, + fontFamily: 'System', color: '#6B7280', marginTop: 4, }, @@ -963,10 +1436,13 @@ const styles = StyleSheet.create({ borderBottomLeftRadius: 4, maxWidth: '60%', }, - inputContainer: { - paddingHorizontal: 16, - paddingVertical: 16, - backgroundColor: '#111827', + floatingInputContainer: { + position: 'absolute', + bottom: Platform.OS === 'android' ? 16 : 16 + 27, + left: 16, + right: 16, + backgroundColor: 'transparent', + zIndex: 999, }, inputWrapper: { flexDirection: 'row', @@ -976,6 +1452,11 @@ const styles = StyleSheet.create({ paddingHorizontal: 16, paddingVertical: 8, minHeight: 48, + shadowColor: '#000', + shadowOffset: { width: 0, height: 4 }, + shadowOpacity: 0.3, + shadowRadius: 8, + elevation: 8, }, attachButton: { padding: 8, @@ -984,6 +1465,7 @@ const styles = StyleSheet.create({ textInput: { flex: 1, fontSize: 16, + fontFamily: 'System', color: '#FFFFFF', paddingVertical: 8, maxHeight: 100, @@ -1104,7 +1586,7 @@ const styles = StyleSheet.create({ marginTop: 24, marginBottom: 32, }, - sectionTitle: { + modalSectionTitle: { color: '#94A3B8', fontSize: 14, fontWeight: '600', @@ -1394,6 +1876,68 @@ const styles = StyleSheet.create({ fontSize: 12, color: '#9CA3AF', }, + fileStatus: { + fontSize: 11, + color: '#10B981', + marginTop: 2, + fontWeight: '500', + }, + loadingText: { + color: '#9CA3AF', + fontSize: 14, + marginLeft: 8, + }, + uploadingOverlay: { + position: 'absolute', + top: 0, + left: 0, + right: 0, + bottom: 0, + backgroundColor: 'rgba(0, 0, 0, 0.7)', + justifyContent: 'center', + alignItems: 'center', + zIndex: 9999, + }, + uploadingContainer: { + backgroundColor: '#1F2937', + padding: 32, + borderRadius: 16, + alignItems: 'center', + minWidth: 200, + }, + uploadingText: { + color: '#FFFFFF', + fontSize: 18, + fontWeight: '600', + marginTop: 16, + }, + uploadingSubtext: { + color: '#9CA3AF', + fontSize: 14, + marginTop: 8, + }, + apiStatusBanner: { + position: 'absolute', + top: 100, + left: 16, + right: 16, + backgroundColor: '#FEF2F2', + paddingHorizontal: 16, + paddingVertical: 12, + borderRadius: 12, + flexDirection: 'row', + alignItems: 'center', + gap: 8, + zIndex: 100, + borderWidth: 1, + borderColor: '#FEE2E2', + }, + apiStatusText: { + flex: 1, + color: '#EF4444', + fontSize: 14, + fontWeight: '500', + }, modalActions: { gap: 12, }, diff --git a/app/index.tsx b/app/index.tsx index 0103fde..0ac5816 100644 --- a/app/index.tsx +++ b/app/index.tsx @@ -37,14 +37,12 @@ export default function SplashScreen() { {/* Logo */} - - - CODEX - + + CODEX v1.0.0 @@ -65,7 +63,7 @@ export default function SplashScreen() { const styles = StyleSheet.create({ container: { flex: 1, - backgroundColor: '#FFFFFF', + backgroundColor: '#1a1919ff', justifyContent: 'center', alignItems: 'center', paddingHorizontal: 32, @@ -77,21 +75,17 @@ const styles = StyleSheet.create({ marginBottom: 32, alignItems: 'center', }, - logoWrapper: { - flexDirection: 'row', - alignItems: 'center', - marginBottom: 8, - }, logoImage: { - width: 60, - height: 60, + width: 80, + height: 80, + marginBottom: 16, }, logoText: { fontSize: 48, fontWeight: 'bold', color: '#3B82F6', - marginLeft: 12, letterSpacing: 2, + marginBottom: 8, }, versionText: { fontSize: 14, diff --git a/app/onboarding.tsx b/app/onboarding.tsx index a30c776..4ee08ef 100644 --- a/app/onboarding.tsx +++ b/app/onboarding.tsx @@ -78,7 +78,7 @@ export default function OnboardingScreen() { const styles = StyleSheet.create({ container: { flex: 1, - backgroundColor: '#FFFFFF', + backgroundColor: '#191717ff', justifyContent: 'center', alignItems: 'center', paddingHorizontal: 32, diff --git a/bun.lock b/bun.lock index ad47ea9..ed24584 100644 --- a/bun.lock +++ b/bun.lock @@ -4,6 +4,7 @@ "": { "name": "codex", "dependencies": { + "@expo-google-fonts/inter": "^0.4.2", "@expo/vector-icons": "^15.0.2", "@react-native-async-storage/async-storage": "^2.2.0", "@react-navigation/bottom-tabs": "^7.4.0", @@ -27,6 +28,7 @@ "react-dom": "19.1.0", "react-native": "0.81.4", "react-native-gesture-handler": "~2.28.0", + "react-native-markdown-display": "^7.0.2", "react-native-reanimated": "~4.1.1", "react-native-safe-area-context": "~5.6.0", "react-native-screens": "~4.16.0", @@ -259,6 +261,8 @@ "@eslint/plugin-kit": ["@eslint/plugin-kit@0.4.0", "", { "dependencies": { "@eslint/core": "^0.16.0", "levn": "^0.4.1" } }, "sha512-sB5uyeq+dwCWyPi31B2gQlVlo+j5brPlWx4yZBrEaRo/nhdDE8Xke1gsGgtiBdaBTxuTkceLVuVt/pclrasb0A=="], + "@expo-google-fonts/inter": ["@expo-google-fonts/inter@0.4.2", "", {}, "sha512-syfiImMaDmq7cFi0of+waE2M4uSCyd16zgyWxdPOY7fN2VBmSLKEzkfbZgeOjJq61kSqPBNNtXjggiQiSD6gMQ=="], + "@expo/cli": ["@expo/cli@54.0.11", "", { "dependencies": { "@0no-co/graphql.web": "^1.0.8", "@expo/code-signing-certificates": "^0.0.5", "@expo/config": "~12.0.10", "@expo/config-plugins": "~54.0.2", "@expo/devcert": "^1.1.2", "@expo/env": "~2.0.7", "@expo/image-utils": "^0.8.7", "@expo/json-file": "^10.0.7", "@expo/mcp-tunnel": "~0.0.7", "@expo/metro": "~54.0.0", "@expo/metro-config": "~54.0.6", "@expo/osascript": "^2.3.7", "@expo/package-manager": "^1.9.8", "@expo/plist": "^0.4.7", "@expo/prebuild-config": "^54.0.5", "@expo/schema-utils": "^0.1.7", "@expo/spawn-async": "^1.7.2", "@expo/ws-tunnel": "^1.0.1", "@expo/xcpretty": "^4.3.0", "@react-native/dev-middleware": "0.81.4", "@urql/core": "^5.0.6", "@urql/exchange-retry": "^1.3.0", "accepts": "^1.3.8", "arg": "^5.0.2", "better-opn": "~3.0.2", "bplist-creator": "0.1.0", "bplist-parser": "^0.3.1", "chalk": "^4.0.0", "ci-info": "^3.3.0", "compression": "^1.7.4", "connect": "^3.7.0", "debug": "^4.3.4", "env-editor": "^0.4.1", "expo-server": "^1.0.1", "freeport-async": "^2.0.0", "getenv": "^2.0.0", "glob": "^10.4.2", "lan-network": "^0.1.6", "minimatch": "^9.0.0", "node-forge": "^1.3.1", "npm-package-arg": "^11.0.0", "ora": "^3.4.0", "picomatch": "^3.0.1", "pretty-bytes": "^5.6.0", "pretty-format": "^29.7.0", "progress": "^2.0.3", "prompts": "^2.3.2", "qrcode-terminal": "0.11.0", "require-from-string": "^2.0.2", "requireg": "^0.2.2", "resolve": "^1.22.2", "resolve-from": "^5.0.0", "resolve.exports": "^2.0.3", 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"engines": { + "node": ">=10" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, + "node_modules/zod": { + "version": "3.25.76", + "license": "MIT", + "funding": { + "url": "https://github.com/sponsors/colinhacks" + } + }, + "node_modules/zod-to-json-schema": { + "version": "3.24.6", + "license": "ISC", + "peerDependencies": { + "zod": "^3.24.1" + } + } + } +} diff --git a/package.json b/package.json index 39e85d7..29741eb 100644 --- a/package.json +++ b/package.json @@ -11,6 +11,7 @@ "lint": "expo lint" }, "dependencies": { + "@expo-google-fonts/inter": "^0.4.2", "@expo/vector-icons": "^15.0.2", "@react-native-async-storage/async-storage": "^2.2.0", "@react-navigation/bottom-tabs": "^7.4.0", @@ -19,6 +20,7 @@ "expo": "~54.0.13", "expo-constants": "~18.0.9", "expo-document-picker": "^14.0.7", + "expo-file-system": "^19.0.17", "expo-font": "~14.0.9", "expo-haptics": "~15.0.7", "expo-image": "~3.0.9", @@ -34,6 +36,7 @@ "react-dom": "19.1.0", "react-native": "0.81.4", "react-native-gesture-handler": "~2.28.0", + "react-native-markdown-display": "^7.0.2", "react-native-reanimated": "~4.1.1", "react-native-safe-area-context": "~5.6.0", "react-native-screens": "~4.16.0", @@ -43,9 +46,9 @@ }, "devDependencies": { "@types/react": "~19.1.0", - "typescript": "~5.9.2", "eslint": "^9.25.0", - "eslint-config-expo": "~10.0.0" + "eslint-config-expo": "~10.0.0", + "typescript": "~5.9.2" }, "private": true } diff --git a/services/config.ts b/services/config.ts new file mode 100644 index 0000000..c249ae8 --- /dev/null +++ b/services/config.ts @@ -0,0 +1,80 @@ +// RAG API Configuration +// Configuration values are loaded from .env file using Expo's environment variables + +/** + * Configuration for the RAG API integration + * + * To change the API endpoint: + * 1. Update EXPO_PUBLIC_RAG_API_URL in your .env file + * 2. Ensure your RAG API server is running at that URL + * 3. The API should have the following endpoints: + * - GET /health + * - POST /ingest + * - POST /query + * - GET /query/stats + * + * Note: In Expo, environment variables must be prefixed with EXPO_PUBLIC_ + * to be accessible in the app. + */ + +export const RAG_CONFIG = { + // API Base URL - loaded from .env file + // Fallback to localhost if not set + API_BASE_URL: process.env.EXPO_PUBLIC_RAG_API_URL || 'http://localhost:5000', + + // Request timeout in milliseconds + REQUEST_TIMEOUT: parseInt(process.env.EXPO_PUBLIC_REQUEST_TIMEOUT || '120000', 10), + + // Default query parameters + DEFAULT_TOP_K: parseInt(process.env.EXPO_PUBLIC_DEFAULT_TOP_K || '8', 10), + DEFAULT_MIN_SCORE: parseFloat(process.env.EXPO_PUBLIC_DEFAULT_MIN_SCORE || '0.0'), + + // Document ingestion parameters + DEFAULT_CHUNK_SIZE: parseInt(process.env.EXPO_PUBLIC_DEFAULT_CHUNK_SIZE || '1000', 10), + DEFAULT_CHUNK_OVERLAP: parseInt(process.env.EXPO_PUBLIC_DEFAULT_CHUNK_OVERLAP || '200', 10), + + // File upload limits + MAX_FILE_SIZE_MB: parseInt(process.env.EXPO_PUBLIC_MAX_FILE_SIZE_MB || '50', 10), +}; + +/** + * Validate configuration + */ +export function validateConfig() { + if (!RAG_CONFIG.API_BASE_URL) { + console.warn('⚠️ RAG API URL is not configured. Please set EXPO_PUBLIC_RAG_API_URL in your .env file'); + return false; + } + + if (!RAG_CONFIG.API_BASE_URL.startsWith('http')) { + console.warn('⚠️ RAG API URL should start with http:// or https://'); + return false; + } + + return true; +} + +/** + * Log configuration for debugging (excluding sensitive data) + */ +export function logConfig() { + console.log('📋 RAG API Configuration:'); + console.log(` API URL: ${RAG_CONFIG.API_BASE_URL}`); + console.log(` Timeout: ${RAG_CONFIG.REQUEST_TIMEOUT}ms`); + console.log(` Top K: ${RAG_CONFIG.DEFAULT_TOP_K}`); + console.log(` Min Score: ${RAG_CONFIG.DEFAULT_MIN_SCORE}`); + console.log(` Chunk Size: ${RAG_CONFIG.DEFAULT_CHUNK_SIZE}`); + console.log(` Chunk Overlap: ${RAG_CONFIG.DEFAULT_CHUNK_OVERLAP}`); + console.log(` Max File Size: ${RAG_CONFIG.MAX_FILE_SIZE_MB}MB`); +} + +// Export individual values for convenience +export const { + API_BASE_URL, + REQUEST_TIMEOUT, + DEFAULT_TOP_K, + DEFAULT_MIN_SCORE, + DEFAULT_CHUNK_SIZE, + DEFAULT_CHUNK_OVERLAP, + MAX_FILE_SIZE_MB, +} = RAG_CONFIG; diff --git a/services/ragApi.ts b/services/ragApi.ts new file mode 100644 index 0000000..946df85 --- /dev/null +++ b/services/ragApi.ts @@ -0,0 +1,325 @@ +// We'll import the legacy API dynamically when needed +// import * as FileSystem from 'expo-file-system'; + +import { API_BASE_URL, REQUEST_TIMEOUT } from './config'; +import { + ApiError, + HealthStatus, + IngestRequest, + IngestResponse, + QueryRequest, + QueryResponse, + StatsResponse, +} from './types'; + +class RagApiService { + private baseUrl: string; + + constructor(baseUrl: string = API_BASE_URL) { + this.baseUrl = baseUrl; + } + + /** + * Convert file URI to base64 + */ + async fileToBase64(uri: string): Promise { + try { + // Import the legacy FileSystem API explicitly + const legacyFS = await import('expo-file-system/legacy'); + + try { + // Try to read the file directly + const base64 = await legacyFS.readAsStringAsync(uri, { + encoding: 'base64' + }); + return base64; + } catch (directReadError) { + console.warn('Direct read failed:', directReadError); + + // Create a temporary path in the app's cache directory + const fileName = uri.split('/').pop() || 'temp.pdf'; + const tempUri = `${legacyFS.cacheDirectory}${Date.now()}-${fileName}`; + + // Copy the file to the temporary location + await legacyFS.copyAsync({ + from: uri, + to: tempUri + }); + + try { + // Read the copied file + const base64 = await legacyFS.readAsStringAsync(tempUri, { + encoding: 'base64' + }); + + // Clean up + await legacyFS.deleteAsync(tempUri, { idempotent: true }); + + return base64; + } catch (readError) { + console.error('Failed to read temporary file:', readError); + throw new Error('Unable to read the file content. The file might be corrupted.'); + } + } + } catch (error) { + console.error('Base64 conversion error:', error); + throw new Error('Failed to process the file. Please try selecting it again.'); + } + } + + /** + * Make a fetch request with timeout + */ + private async fetchWithTimeout( + url: string, + options: RequestInit = {}, + timeout: number = REQUEST_TIMEOUT + ): Promise { + const controller = new AbortController(); + const id = setTimeout(() => controller.abort(), timeout); + + try { + const response = await fetch(url, { + ...options, + signal: controller.signal, + }); + clearTimeout(id); + + // Check if response is ok before returning + if (!response.ok) { + // Try to get a useful error body (JSON or text) for better diagnostics + let errorBody: any = null; + try { + const text = await response.text(); + try { + errorBody = JSON.parse(text); + } catch { + errorBody = text; + } + } catch (readErr) { + errorBody = ``; + } + + const errMsg = + (errorBody && typeof errorBody === 'object' && 'error' in errorBody) + ? errorBody.error + : String(errorBody) || `HTTP error! status: ${response.status}`; + + // Attach status and body to the thrown error for upstream handling + const e = new Error(`${errMsg} (status: ${response.status})`); + // @ts-ignore - attach extra fields for richer logging + e['status'] = response.status; + // @ts-ignore + e['body'] = errorBody; + throw e; + } + return response; + } catch (error) { + clearTimeout(id); + if (error instanceof Error) { + if (error.name === 'AbortError') { + throw new Error('Request timeout - server took too long to respond'); + } + if (error.message.includes('fetch')) { + throw new Error('Network error - unable to connect to the API server'); + } + } + throw error; + } + } + + /** + * Check API health + */ + async checkHealth(): Promise { + try { + const response = await this.fetchWithTimeout(`${this.baseUrl}/health`, { + method: 'GET', + }); + + const data = await response.json(); + return data; + } catch (error) { + return { + success: false, + error: `Health check failed: ${error}`, + code: 'HEALTH_CHECK_ERROR', + }; + } + } + + /** + * Ingest a PDF document + */ + async ingestDocument( + docId: string, + fileUri: string, + options: { + overwrite?: boolean; + chunkSize?: number; + chunkOverlap?: number; + } = {} + ): Promise { + try { + // Convert file to base64 + const base64 = await this.fileToBase64(fileUri); + + const requestBody: IngestRequest = { + doc_id: docId, + pdf_base64: base64, + overwrite: true, // Force overwrite to ensure clean state + chunk_size: 500, // Smaller chunks for better processing + chunk_overlap: 50, // Reduced overlap + }; + + const response = await this.fetchWithTimeout( + `${this.baseUrl}/ingest`, + { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + }, + body: JSON.stringify(requestBody), + }, + REQUEST_TIMEOUT + ); + + const data: IngestResponse = await response.json(); + + if (!response.ok) { + return { + success: false, + error: data.error || 'Failed to ingest document', + code: data.code, + }; + } + + return data; + } catch (error) { + return { + success: false, + error: `Ingestion failed: ${error}`, + code: 'INGESTION_ERROR', + }; + } + } + + /** + * Query documents + */ + async queryDocuments( + question: string, + options: { + topK?: number; + docId?: string; + minScore?: number; + } = {} + ): Promise { + try { + // Validate document ID + if (!options.docId) { + return { + success: false, + error: 'No document ID provided for query', + code: 'MISSING_DOC_ID' + }; + } + + const requestBody: QueryRequest = { + question: question.trim(), + top_k: options.topK ?? 8, + doc_id: options.docId, + min_score: options.minScore ?? 0.0, + }; + + console.log('Sending query request:', { + question: requestBody.question, + docId: requestBody.doc_id, + topK: requestBody.top_k + }); + + const response = await this.fetchWithTimeout(`${this.baseUrl}/query`, { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + }, + body: JSON.stringify(requestBody), + }); + + const data = await response.json(); + console.log('Query response:', data); + + if (!response.ok) { + return { + success: false, + error: data.error || `Failed to query documents: ${response.status} ${response.statusText}`, + code: data.code || 'QUERY_ERROR', + }; + } + + // Validate response data + if (!data.success || !data.answer) { + return { + success: false, + error: data.error || 'Invalid response from server', + code: data.code || 'INVALID_RESPONSE', + }; + } + + return data; + } catch (error) { + console.error('Query error:', error); + return { + success: false, + error: `Query failed: ${error instanceof Error ? error.message : String(error)}`, + code: 'QUERY_ERROR', + }; + } + } + + /** + * Get collection statistics + */ + async getStats(): Promise { + try { + const response = await this.fetchWithTimeout( + `${this.baseUrl}/query/stats`, + { + method: 'GET', + } + ); + + const data: StatsResponse = await response.json(); + return data; + } catch (error) { + return { + success: false, + error: `Failed to get stats: ${error}`, + }; + } + } + + /** + * Get API info + */ + async getApiInfo(): Promise { + try { + const response = await this.fetchWithTimeout(`${this.baseUrl}/`, { + method: 'GET', + }); + + return await response.json(); + } catch (error) { + return { + success: false, + error: `Failed to get API info: ${error}`, + }; + } + } +} + +// Export singleton instance +export const ragApi = new RagApiService(); + +// Export class for custom instances +export default RagApiService; \ No newline at end of file diff --git a/services/types.ts b/services/types.ts new file mode 100644 index 0000000..fa92fd6 --- /dev/null +++ b/services/types.ts @@ -0,0 +1,89 @@ +// RAG API Types and Interfaces + +export interface IngestRequest { + doc_id: string; + pdf_base64: string; + overwrite?: boolean; + chunk_size?: number; + chunk_overlap?: number; +} + +export interface IngestResponse { + success: boolean; + message?: string; + doc_id?: string; + total_chunks?: number; + total_pages?: number; + processing_time_ms?: number; + error?: string; + code?: string; +} + +export interface QueryRequest { + question: string; + top_k?: number; + doc_id?: string; + min_score?: number; +} + +export interface QuerySource { + doc_id: string; + page: number; + chunk_id: string; + text: string; + score: number; +} + +export interface QueryAnswer { + text: string; + sources: QuerySource[]; + confidence: number; +} + +export interface QueryResponse { + success: boolean; + answer?: QueryAnswer; + query_time_ms?: number; + total_results?: number; + error?: string; + code?: string; +} + +export interface HealthStatus { + status: string; + services: { + api: string; + qdrant: string; + }; + timestamp: string; +} + +export interface CollectionStats { + vectors_count: number; + indexed_vectors_count: number; + points_count: number; + segments_count: number; + disk_data_size: number; + ram_data_size: number; + config: { + params: { + vectors: { + size: number; + distance: string; + }; + }; + }; +} + +export interface StatsResponse { + success: boolean; + collection_stats?: CollectionStats; + timestamp?: string; + error?: string; +} + +export interface ApiError { + success: false; + error: string; + code?: string; +}