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#retrieval-augmented-generation
"RAG-Anything: All-in-One RAG Framework"

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Recursive reasoning engine for AI agents and vector databases. Powered by MIT's RLM.
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