Claude Code MCP Enhanced

# Task 011: ArangoDB Database Operations Validation ## Objective Verify that all core database operations work correctly with a real ArangoDB connection, ensuring that all usage functions produce the expected results without mocks. Fix any import errors and remove all mock code. ## Requirements 1. [ ] All functions in core modules must connect to a real ArangoDB instance 2. [ ] No mocked database operations in validation code 3. [ ] All usage functions (`if __name__ == "__main__"` blocks) must validate against actual data 4. [ ] Rich table and JSON output must be verified against real-world connections 5. [ ] All debugging scripts must be placed in `src/arangodb/tests` 6. [ ] Update imports to reflect the new file structure ## Initial Setup - [ ] Change directory into the project directory - [ ] Activate the virtual environment (`.venv`) - [ ] Verify ArangoDB connection parameters in `core/constants.py` ## Core Module Tasks ### Database Setup and Connection - [ ] Validate `core/constants.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Verify all constants are correctly defined - [ ] Verify connection parameters are correct - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/arango_setup.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test connection to real ArangoDB instance - [ ] Test database creation/verification - [ ] Test collection creation/verification - [ ] Test view creation/verification - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/db_operations.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test `create_document` with real data - [ ] Test `get_document` with real data - [ ] Test `update_document` with real data - [ ] Test `delete_document` with real data - [ ] Test `query_documents` with real data - [ ] Test `create_relationship` with real data - [ ] Test `delete_relationship_by_key` with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data ### Search Operations - [ ] Validate `core/search/bm25_search.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test search with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/search/semantic_search.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test search with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/search/hybrid_search.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test search with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/search/tag_search.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test search with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/search/graph_traverse.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test graph traversal with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/search/keyword_search.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test search with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/search/glossary_search.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test search with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/search/cross_encoder_reranking.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test reranking with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/search/pytorch_search_utils.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test utilities with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data ### Memory Operations - [ ] Validate `core/memory/memory_agent.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test storing conversations with real data - [ ] Test retrieving conversations with real data - [ ] Test temporal search with real data - [ ] Test entity resolution with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/memory/memory_commands.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test commands with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/memory/message_history_config.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test configuration with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data ### Graph Operations - [ ] Validate `core/graph/contradiction_detection.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test detection with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/graph/enhanced_relationships.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test relationship enhancement with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/graph/entity_resolution.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test entity resolution with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/graph/community_building.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test community building with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/graph/relationship_extraction.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test extraction with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data ### Utilities - [ ] Validate `core/utils/embedding_utils.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test embedding generation with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/utils/json_utils.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test JSON operations with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data - [ ] Validate `core/utils/log_utils.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test logging with real data - [ ] Verify output matches expected format - [ ] Validate `core/utils/validation_tracker.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test validation tracking with real data - [ ] Verify output matches expected format - [ ] Validate `core/utils/display_utils.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test display formatting with real data - [ ] Verify rich table outputs correct data - [ ] Validate `core/utils/workflow_tracking.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test workflow tracking with real data - [ ] Verify output matches expected format - [ ] Validate `core/utils/rag_classifier.py` - [ ] Change directory to project and activate .venv - [ ] Update imports to reflect new structure - [ ] Remove any mock code - [ ] Test classification with real data - [ ] Verify JSON output matches expected schema - [ ] Verify rich table outputs correct data ## Final Validation - [ ] Create comprehensive validation script in `src/arangodb/tests/validate_db_operations.py` - [ ] Change directory to project and activate .venv - [ ] Test all database operations - [ ] Validate all core modules - [ ] Verify all output matches expected format - [ ] Clean up test data ## Dependencies Verification - [ ] Verify all required dependencies are in `pyproject.toml` - [ ] Verify no mock dependencies are used - [ ] Document external services dependencies ## Notes - This is the fifth attempt to properly debug the database scripts - The goal is to ensure all core functionality works with a real ArangoDB instance - All debugging output and scripts must be placed in the tests directory - You CANNOT proceed to the next task until the current task verifies that JSON and rich table outputs are producing the expected real-world actual database connection response - This task is focused on validation, not on adding new features EOF < /dev/null