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@VectifyAI

Vectify AI

Building Infra for Vectorless, Reasoning-based RAG

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  1. PageIndex PageIndex Public

    📑 PageIndex: Document Index for Reasoning-based RAG

    Jupyter Notebook 4.1k 307

  2. pageindex-mcp pageindex-mcp Public

    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 82 4

  3. ChatIndex ChatIndex Public

    Tree Indexing for Long Conversations

    Python 7

  4. Mafin2.5-FinanceBench Mafin2.5-FinanceBench Public

    📈 FinanceBench evaluation of Mafin 2.5 (Powered by PageIndex)

    Python 17 3

  5. Model-Augmented-Fine-Tuning Model-Augmented-Fine-Tuning Public

    Fine-tuning black-box OpenAI embedding models

    Jupyter Notebook 15 3

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rag retrieval