Update memory bank with API testing implementation details
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# Current Focus: FastAPI Implementation, LLM-Based Query Classification, and Progressive Report Generation
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# Current Focus: FastAPI Implementation, API Testing, and Progressive Report Generation
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## Active Work
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- ✅ Implemented JWT-based authentication
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- ✅ Added OpenAPI documentation endpoints
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### API Testing
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- ✅ Created comprehensive test suite for the API using pytest
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- ✅ Implemented test fixtures for database initialization and user authentication
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- ✅ Added tests for authentication, query processing, search execution, and report generation
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- ✅ Created a test runner script with options for verbosity, coverage reporting, and test selection
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- ✅ Implemented a manual testing script using curl commands
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- ✅ Added test documentation with instructions for running tests and troubleshooting
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- ✅ Set up test database isolation to avoid affecting production data
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### LLM-Based Query Domain Classification
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- ✅ Implemented LLM-based query domain classification to replace keyword-based approach
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- ✅ Added `classify_query_domain` method to `LLMInterface` class
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## Recent Changes
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### API Testing Implementation
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- Created comprehensive test suite for the API using pytest
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- Implemented test fixtures for database initialization and user authentication
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- Added tests for authentication, query processing, search execution, and report generation
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- Created a test runner script with options for verbosity, coverage reporting, and test selection
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- Implemented a manual testing script using curl commands
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- Added test documentation with instructions for running tests and troubleshooting
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- Set up test database isolation to avoid affecting production data
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### FastAPI Implementation
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- Created a new `sim-search-api` directory for the FastAPI application
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- Implemented a layered architecture with API, service, and data layers
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## Next Steps
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1. Test the FastAPI implementation to ensure it works correctly with the existing sim-search functionality
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2. Create a React frontend to consume the FastAPI backend
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3. Implement user management in the frontend
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4. Add search history and report management to the frontend
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5. Implement real-time progress tracking for report generation in the frontend
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6. Add visualization components for reports in the frontend
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7. Run comprehensive tests to ensure all functionality works with the new API
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8. Update any remaining documentation to reflect the new API
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9. Consider adding more API endpoints for additional functionality
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1. Run the API tests to verify that the API is working correctly
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2. Fix any issues found during testing
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3. Add more specific tests for edge cases and error handling
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4. Integrate the tests into a CI/CD pipeline
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5. Create a React frontend to consume the FastAPI backend
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6. Implement user management in the frontend
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7. Add search history and report management in the frontend
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8. Implement real-time progress tracking for report generation in the frontend
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9. Add visualization components for reports in the frontend
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10. Consider adding more API endpoints for additional functionality
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### Future Enhancements
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### Current Tasks
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1. **Report Generation Module Implementation (Phase 4)**:
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1. **API Testing**:
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- Run the API tests to verify that the API is working correctly
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- Fix any issues found during testing
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- Add more specific tests for edge cases and error handling
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- Integrate the tests into a CI/CD pipeline
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2. **Report Generation Module Implementation (Phase 4)**:
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- Implementing support for alternative models with larger context windows
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- Implementing progressive report generation for very large research tasks
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- Creating visualization components for data mentioned in reports
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- Adding interactive elements to the generated reports
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- Implementing report versioning and comparison
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2. **Integration with UI**:
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3. **Integration with UI**:
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- ✅ Adding report generation options to the UI
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- ✅ Implementing progress indicators for document scraping and report generation
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- ✅ Adding query type selection to the UI
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- Creating visualization components for generated reports
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- Adding options to customize report generation parameters
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3. **Performance Optimization**:
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4. **Performance Optimization**:
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- Optimizing token usage for more efficient LLM utilization
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- Implementing caching strategies for document scraping and LLM calls
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- Parallelizing document scraping and processing
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- Set up database migrations with Alembic
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- Added comprehensive documentation for the API
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- Implemented OpenAPI documentation endpoints
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- Created comprehensive testing framework for the API:
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- Implemented automated tests with pytest for all API endpoints
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- Created a test runner script with options for verbosity and coverage reporting
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- Implemented a manual testing script using curl commands
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- Added test documentation with instructions for running tests and troubleshooting
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- Set up test database isolation to avoid affecting production data
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# Session Log
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## Session: 2025-03-20 - API Testing Implementation
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### Overview
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Created a comprehensive testing framework for the sim-search API, including automated tests with pytest, a test runner script, and a manual testing script using curl commands.
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### Key Activities
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1. **Created Automated API Tests**:
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- Implemented `test_api.py` with pytest to test all API endpoints
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- Created tests for authentication, query processing, search execution, and report generation
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- Set up test fixtures for database initialization and user authentication
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- Implemented test database isolation to avoid affecting production data
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2. **Developed Test Runner Script**:
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- Created `run_tests.py` to simplify running the tests
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- Added command-line options for verbosity, coverage reporting, and test selection
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- Implemented clear output formatting for test results
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3. **Created Manual Testing Script**:
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- Implemented `test_api_curl.sh` for manual testing with curl commands
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- Added tests for all API endpoints with proper authentication
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- Implemented colorized output for better readability
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- Added error handling and dependency checks between tests
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4. **Added Test Documentation**:
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- Created a README.md file for the tests directory
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- Documented how to run the tests using different methods
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- Added troubleshooting information for common issues
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### Insights
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- The FastAPI TestClient provides a convenient way to test API endpoints without starting a server
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- Using a separate test database ensures that tests don't affect production data
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- Pytest fixtures are useful for setting up and tearing down test environments
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- Manual testing with curl commands is useful for debugging and understanding the API
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### Challenges
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- Ensuring proper authentication for all API endpoints
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- Managing dependencies between tests (e.g., needing a search ID to generate a report)
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- Setting up a clean test environment for each test run
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- Handling asynchronous operations in tests
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### Next Steps
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1. Run the tests to verify that the API is working correctly
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2. Fix any issues found during testing
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3. Add more specific tests for edge cases and error handling
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4. Integrate the tests into a CI/CD pipeline
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5. Add performance tests for the API
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6. Consider adding integration tests with the frontend
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## Session: 2025-03-20 - FastAPI Backend Implementation
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### Overview
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