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# Quick Start: RAG Pipeline Validation ## 🚀 Quick Test (5 minutes) ### 1. Start Server ```bash cd rag-backend .\venv\Scripts\activate # Windows uvicorn app.main:app --reload --port 8000 ``` ### 2. Run Tests (in another terminal) ```bash cd rag-backend .\venv\Scripts\activate # Windows python scripts/validate_rag.py ``` ### 3. Expected Result ``` ✅ ALL TESTS PASSED - RAG Pipeline is working correctly ``` --- ## 📋 What Gets Tested 1. ✅ Document upload for both tenants 2. ✅ Retrieval accuracy (correct answers) 3. ✅ Tenant isolation (no cross-tenant leaks) 4. ✅ Hallucination refusal (out-of-scope queries) 5. ✅ Citation integrity (all answers cited) --- ## 🔧 Troubleshooting ### Server Not Starting? - Check if port 8000 is available - Verify virtual environment is activated - Check `GEMINI_API_KEY` is set in `.env` ### Tests Failing? - Ensure server is running on `http://localhost:8000` - Check server logs for errors - Verify test documents exist in `data/test_docs/` ### Import Errors? - Run: `pip install -r requirements.txt` - Ensure you're in the `rag-backend` directory --- ## 📊 Full Report See `VALIDATION_REPORT.md` for detailed results and `FINAL_VALIDATION_SUMMARY.md` for executive summary.