Mastodawn

F0rm4t Jul 6, 2024

(🧵1/2) Data discovery with GraphRAG 🚀

Microsoft open-sourced this week GraphRAG, a Python library for extracting insights from unstructured text using LLMs. The GraphRAG uses LLM-generated knowledge graphs to extract information and answer questions from private datasets and documentation.

Installation 🛠️: 𝘱𝘪𝘱 𝘪𝘯𝘴𝘵𝘢𝘭𝘭 𝘨𝘳𝘢𝘱𝘩𝘳𝘢𝘨

License 🪪: MIT 🦄

#Python #OpenSource #AI #DataScience #LLM #MachineLearning

(🧵 2/2) Resources 📚
Code 🔗: https://github.com/microsoft/graphrag
Documentation 📖: https://microsoft.github.io/graphrag/
Release notes 📝: https://www.microsoft.com/en-us/research/blog/graphrag-new-tool-for-complex-data-discovery-now-on-github/

#AI #Python #DataScience

GitHub - microsoft/graphrag: A modular graph-based Retrieval-Augmented Generation (RAG) system

A modular graph-based Retrieval-Augmented Generation (RAG) system - microsoft/graphrag

GitHub

Frank Huysmans Jul 6, 2024

@ramikrispin So… what are the insights?

@frhuy it is a tool to extract insights, which are function of the input data and the type of LLM you are using.