February 2025 performance summary for Shubhamsaboo/LightRAG. Delivered ChromaDB local persistent client support with unified storage, enabling more reliable offline/local vector retrieval and easing deployment in data-constrained environments. Refactored the ChromaVectorDBStorage to support both HTTP and persistent clients via a new configuration flag, reducing integration complexity and improving maintainability. Fixed an embedding type conversion issue in the chroma_impl query function to ensure compatibility across multiple embedding formats, improving retrieval accuracy and robustness. Demonstrated strong technical ownership and collaboration by aligning storage abstractions with deployment needs, resulting in a cleaner extension path for future embedding formats and storage backends.