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@VectifyAI

Vectify AI

Building next-gen Vectorless, Reasoning-based RAG

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  1. PageIndex PageIndex Public

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

    Python 14.6k 1.1k

  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 200 24

  3. ChatIndex ChatIndex Public

    Tree Indexing for Long Conversations

    Python 91 10

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

    📈 FinanceBench evaluation of Mafin 2.5 (Powered by PageIndex)

    Python 37 4

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

    Fine-tuning black-box OpenAI embedding models

    Jupyter Notebook 20 8

Repositories

Showing 5 of 5 repositories
  • PageIndex Public

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

    VectifyAI/PageIndex’s past year of commit activity
    Python 14,571 MIT 1,057 43 31 Updated Feb 10, 2026
  • 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.

    VectifyAI/pageindex-mcp’s past year of commit activity
    TypeScript 200 MIT 24 0 0 Updated Feb 8, 2026
  • ChatIndex Public

    Tree Indexing for Long Conversations

    VectifyAI/ChatIndex’s past year of commit activity
    Python 91 Apache-2.0 10 0 0 Updated Jan 8, 2026
  • Mafin2.5-FinanceBench Public

    📈 FinanceBench evaluation of Mafin 2.5 (Powered by PageIndex)

    VectifyAI/Mafin2.5-FinanceBench’s past year of commit activity
    Python 37 4 0 0 Updated Oct 20, 2025
  • Model-Augmented-Fine-Tuning Public

    Fine-tuning black-box OpenAI embedding models

    VectifyAI/Model-Augmented-Fine-Tuning’s past year of commit activity
    Jupyter Notebook 20 MIT 8 0 0 Updated Aug 4, 2025

Most used topics

rag retrieval