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The most inspiring discoveries in retrieval augmented generation

LEANN is a vector database that enables efficient RAG on personal devices with significant storage savings and enhanced privacy.
PageIndex enables reasoning-based document retrieval without vector databases, enhancing accuracy and context-awareness.

Local Deep Research is an AI research assistant that prioritizes privacy and enables users to create a searchable knowledge base.

Agent S is an open-source framework for creating autonomous GUI agents that interact with computers intelligently.

LightRAG is a framework for retrieval-augmented generation, enhancing LLM capabilities with multimodal data handling and unified storage solutions.