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Vanna

Vanna is an open-source Python framework that generates accurate SQL queries from natural language questions using Large Language Models (LLMs) and RAG. Version 2.0 introduces enterprise-grade features like user-aware security, row-level permissions, and a pre-built, customizable web UI component that streams tables, charts, and insights in real-time.

PythonTypeScriptFastAPI

LangExtract

LangExtract is a Python library that leverages Large Language Models (LLMs) to extract structured information from unstructured text. It is optimized for long documents, features precise source grounding to map extractions back to their origin, and generates interactive visualizations for easy verification.

Python大语言模型CLI
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