2 commits

Author	SHA1	Message	Date
clssck	da9070ecf7	refactor: remove legacy storage implementations and k8s deployment ... Remove deprecated storage backends and Kubernetes deployment configuration: - Delete unused storage implementations: FAISS, JSON, Memgraph, Milvus, MongoDB, Nano Vector DB, Neo4j, NetworkX, Qdrant, Redis - Remove Kubernetes deployment manifests and installation scripts - Delete legacy examples for deprecated backends - Consolidate to PostgreSQL-only storage backend Streamline dependencies and add new capabilities: - Remove deprecated code documentation and migration guides - Add full-text search caching layer with FTS cache module - Implement metrics collection and monitoring pipeline - Add explain and metrics API routes - Simplify configuration with PostgreSQL-focused setup Update documentation and configuration: - Rewrite README to focus on supported features - Update environment and configuration examples - Remove Kubernetes-specific documentation - Add new utility scripts for PDF uploads and pipeline monitoring	2025-12-09 14:02:00 +01:00
anouarbm	a172cf893d	feat(evaluation): Add sample documents for reproducible RAGAS testing ... Add 5 markdown documents that users can index to reproduce evaluation results. Changes: - Add sample_documents/ folder with 5 markdown files covering LightRAG features - Update sample_dataset.json with 3 improved, specific test questions - Shorten and correct evaluation README (removed outdated info about mock responses) - Add sample_documents reference with expected ~95% RAGAS score Test Results with sample documents: - Average RAGAS Score: 95.28% - Faithfulness: 100%, Answer Relevance: 96.67% - Context Recall: 88.89%, Context Precision: 95.56%	2025-11-03 13:28:46 +01:00