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LightRAG/lightrag
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clssck 59e89772de refactor: consolidate to PostgreSQL-only backend and modernize stack 
Remove legacy storage implementations and deprecated examples:
- Delete FAISS, JSON, Memgraph, Milvus, MongoDB, Nano Vector DB, Neo4j, NetworkX, Qdrant, Redis storage backends
- Remove Kubernetes deployment manifests and installation scripts
- Delete unofficial examples for deprecated backends and offline deployment docs
Streamline core infrastructure:
- Consolidate storage layer to PostgreSQL-only implementation
- Add full-text search caching with FTS cache module
- Implement metrics collection and monitoring pipeline
- Add explain and metrics API routes
Modernize frontend and tooling:
- Switch web UI to Bun with bun.lock, remove npm and pnpm lockfiles
- Update Dockerfile for PostgreSQL-only deployment
- Add Makefile for common development tasks
- Update environment and configuration examples
Enhance evaluation and testing capabilities:
- Add prompt optimization with DSPy and auto-tuning
- Implement ground truth regeneration and variant testing
- Add prompt debugging and response comparison utilities
- Expand test coverage with new integration scenarios
Simplify dependencies and configuration:
- Remove offline-specific requirement files
- Update pyproject.toml with streamlined dependencies
- Add Python version pinning with .python-version
- Create project guidelines in CLAUDE.md and AGENTS.md
2025-12-12 16:28:49 +01:00
..
api refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
cache refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
entity_resolution test(lightrag,examples,api): comprehensive ruff formatting and type hints 2025-12-05 15:17:06 +01:00
evaluation refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
kg refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
llm refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
storage refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
tools refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
__init__.py test(lightrag,examples,api): comprehensive ruff formatting and type hints 2025-12-05 15:17:06 +01:00
base.py refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
citation.py refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
constants.py refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
exceptions.py refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
lightrag.py refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
metrics.py refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
namespace.py test(lightrag,examples,api): comprehensive ruff formatting and type hints 2025-12-05 15:17:06 +01:00
operate.py refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
prompt.py refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
prompt.py.bak refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
rerank.py refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
types.py test(lightrag,examples,api): comprehensive ruff formatting and type hints 2025-12-05 15:17:06 +01:00
utils.py refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00
utils_graph.py refactor: consolidate to PostgreSQL-only backend and modernize stack 2025-12-12 16:28:49 +01:00