8 skills found
VectifyAI / PageIndex📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
VectifyAI / Pageindex MCPMCP server for PageIndex. PageIndex is a vectorless reasoning-based RAG system which uses multi-step reasoning and tree search to retrieve information like a human expert would.
vixhal-baraiya / Pageindex RagVectorless, Reasoning-Based Retrieval-Augmented Generation (RAG)
mithun50 / TreeDexTree-based, vectorless document RAG framework. Connect any LLM via URL/API key.
TejasS1233 / Vectorless RAGA production-ready, Neo4j Graph Database implementation of the PageIndex Vectorless RAG architecture.
RektPunk / RektRAGNo-brainer vectorless RAG combining docling and toon-python
TryingtobeingNikhil / Vectorless RAGsA lightweight, reasoning-based RAG system that uses LLM-guided tree traversal instead of traditional vector databases and embeddings. It's clean, interpretable, and highly efficient.
joshuaswarren / Openclaw AtlasAtlas - Enterprise document indexing plugin for OpenClaw. Vectorless RAG using PageIndex with async indexing, incremental updates, and smart caching. Scales from 10 to 5000+ documents. Perfect for financial reports, legal docs, technical manuals, and research papers.
