CocoIndex is an open-source incremental indexing framework designed to provide AI agents and LLM applications with continuously fresh context by reprocessing only changed data.
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THE FIRST COLLECTIONA pure-Python scientific computing platform with 22 modules covering quantum, ML, statistics, ODE solvers, and more—zero runtime dependencies, with optional NumPy/SciPy adapters for validation and reproducibility.
LightRAG is a lightweight graph-based retrieval-augmented generation framework from HKUDS, offering dual-level retrieval, knowledge-graph indexing, multimodal parsing, multiple storage backends and an API server with WebUI.
KAG is an open-source framework from OpenSPG that combines knowledge graphs with LLMs for logical reasoning and factual Q&A over professional domain knowledge bases, using logical-form-guided hybrid retrieval and reasoning.