gmakstutis/LightRAG
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity Actions
5855 commits 5 branches 72 tags 705 MiB
Commit graph

13 commits

Author SHA1 Message Date
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
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
clssck
69358d830d test(lightrag,examples,api): comprehensive ruff formatting and type hints 
Format entire codebase with ruff and add type hints across all modules:
- Apply ruff formatting to all Python files (121 files, 17K insertions)
- Add type hints to function signatures throughout lightrag core and API
- Update test suite with improved type annotations and docstrings
- Add pyrightconfig.json for static type checking configuration
- Create prompt_optimized.py and test_extraction_prompt_ab.py test files
- Update ruff.toml and .gitignore for improved linting configuration
- Standardize code style across examples, reproduce scripts, and utilities
 2025-12-05 15:17:06 +01:00
yangdx
6fea68bff9 Fix ChunkTokenLimitExceededError message formatting 
- Prevent passes two separate string objects to __init__
- Maintain same error output
 2025-11-19 18:50:45 +08:00
yangdx
f988a22652 Add token limit validation for character-only chunking 
- Add ChunkTokenLimitExceededError exception
- Validate chunks against token limits
- Include chunk preview in error messages
- Add comprehensive test coverage
- Log warnings for oversized chunks
 2025-11-19 18:32:43 +08:00
yangdx
e22ac52ebc Auto-initialize pipeline status in LightRAG.initialize_storages() 
• Remove manual initialize_pipeline_status calls
• Auto-init in initialize_storages method
• Update error messages for clarity
• Warn on workspace conflicts
 2025-11-17 12:54:33 +08:00
yangdx
5f4a280458 Add Qdrant legacy collection migration with workspace support 
- Add QdrantMigrationError exception
- Implement automatic data migration
- Support workspace-based partitioning
- Add migration verification logic
- Update collection naming scheme
 2025-10-30 19:16:33 +08:00
yangdx
743aefc655 Add pipeline cancellation feature for graceful processing termination 
• Add cancel_pipeline API endpoint
• Implement PipelineCancelledException
• Add cancellation checks in main loop
• Handle task cancellation gracefully
• Mark cancelled docs as FAILED
 2025-10-24 14:08:12 +08:00
yangdx
059003c906 Rename allow_create to first_initialization for clarity 2025-08-23 02:34:39 +08:00
Albert Gil López
f35963c020 feat: Add clear error messages for uninitialized storage 
- Add StorageNotInitializedError and PipelineNotInitializedError exceptions
- Update JsonDocStatusStorage to raise clear errors when not initialized
- Update JsonKVStorage to raise clear errors when not initialized
- Error messages now include complete initialization instructions
- Helps users understand and fix initialization issues quickly

Addresses feedback from issue #1933 about improving error clarity
 2025-08-19 06:41:52 +00:00
Yannick Stephan
eaf1d553d2 improved typing 2025-02-15 22:37:12 +01:00
Saifeddine ALOUI
06c9e4e454 Fixed missing imports bug and fixed linting 2025-01-25 00:55:07 +01:00
Saifeddine ALOUI
34018cb1e0 Separated llms from the main llm.py file and fixed some deprication bugs 2025-01-25 00:11:00 +01:00