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Vectify AI

Building Infra for Vectorless, Reasoning-based RAG

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  1. PageIndexPageIndexPublic

    📑 PageIndex: Document Index for Reasoning-based RAG

    Jupyter Notebook 4.3k 338

  2. pageindex-mcppageindex-mcpPublic

    MCP 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.

    TypeScript 85 4

  3. ChatIndexChatIndexPublic

    Tree Indexing for Long Conversations

    Python 50 5

  4. Mafin2.5-FinanceBenchMafin2.5-FinanceBenchPublic

    📈 FinanceBench evaluation of Mafin 2.5 (Powered by PageIndex)

    Python 19 3

  5. Model-Augmented-Fine-TuningModel-Augmented-Fine-TuningPublic

    Fine-tuning black-box OpenAI embedding models

    Jupyter Notebook 16 3

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