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microsoft/graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system
  • Python
  • 25k
  • Updated
    2 days ago
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microsoft/kernel-memory

RAG architecture: index and query any data using LLM and natural language, track sources, show citations, asynchronous memory patterns.
  • C#
  • 1.9k
  • Updated
    44 minutes ago
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microsoft/PIKE-RAG

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation
  • Python
  • 1.8k
  • Updated
    yesterday
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microsoft/RAG_Hack
Public archive

Hack Together: RAG Hack | Register, Learn, Hack
  • 482
  • Updated
    on Oct 11, 2024
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microsoft/rag-time

RAG Time: A 5-week Learning Journey to Mastering RAG
  • Jupyter Notebook
  • 417
  • Updated
    17 days ago
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microsoft/rag-experiment-accelerator

The RAG Experiment Accelerator is a versatile tool designed to expedite and facilitate the process of conducting experiments and evaluati…
  • Python
  • 250
  • Updated
    on Apr 8
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microsoft/dstoolkit-text2sql-and-imageprocessing

This repo accelerates development of RAG applications with rich data sources including SQL Warehouses and documents analysed with Azure D…
  • Python
  • 72
  • Updated
    14 days ago
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microsoft/synthetic-rag-index

Service to import data from various sources and index it in AI Search. Increases data relevance and reduces final size by 90%+. Useful fo…
  • Python
  • 29
  • Updated
    on Oct 11, 2024
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