microsoft/graphrag

This system helps you make sense of large amounts of unstructured text data, like research papers or internal documents. It processes your text to identify key entities and relationships, outputting a structured knowledge graph that your AI can then use to answer complex questions or find insights more effectively. This is designed for researchers, analysts, or anyone who needs to extract precise information and reasoning from extensive narrative data using large language models.

31,429 stars. Used by 1 other package. Actively maintained with 8 commits in the last 30 days. Available on PyPI.