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20 stars written in Python
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Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: …

Python 38,582 3,686 Updated Jul 9, 2025

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

Python 22,520 2,200 Updated Oct 28, 2025

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.

Python 21,491 2,009 Updated Nov 4, 2025

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

Python 17,580 2,456 Updated Nov 6, 2025

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

Python 10,851 1,040 Updated Nov 3, 2025

Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM!

Python 8,589 653 Updated Nov 6, 2025

the LLM vulnerability scanner

Python 6,315 680 Updated Nov 5, 2025

This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

Python 5,990 629 Updated Nov 2, 2025

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

Python 5,478 286 Updated Nov 6, 2025

PraisonAI is a production-ready Multi AI Agents framework, designed to create AI Agents to automate and solve problems ranging from simple tasks to complex challenges. It provides a low-code soluti…

Python 5,470 744 Updated Nov 3, 2025

Superduper: End-to-end framework for building custom AI applications and agents.

Python 5,221 533 Updated Sep 1, 2025

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug b…

Python 4,281 1,014 Updated Oct 31, 2025

Set of tools to assess and improve LLM security.

Python 3,852 662 Updated Nov 4, 2025

Streamer-Sales 销冠 —— 卖货主播 LLM 大模型🛒🎁,一个能够根据给定的商品特点从激发用户购买意愿角度出发进行商品解说的卖货主播大模型。🚀⭐内含详细的数据生成流程❗ 📦另外还集成了 LMDeploy 加速推理🚀、RAG检索增强生成 📚、TTS文字转语音🔊、数字人生成 🦸、 Agent 使用网络查询实时信息🌐、ASR 语音转文字🎙️、Vue 生态搭建前端🍍、FastAPI 搭…

Python 3,530 543 Updated Mar 8, 2025

The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.

Python 3,335 391 Updated Nov 6, 2025

《Agentic Design Patterns》中文翻译版

Python 3,022 320 Updated Nov 5, 2025

Scalable and efficient data transformation framework - backwards compatible with dbt.

Python 2,705 312 Updated Nov 5, 2025

A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL

Python 1,920 240 Updated Jul 2, 2025

SQL Lineage Analysis Tool powered by Python

Python 1,576 270 Updated Nov 1, 2025

[VLDB' 25] Synthesizing High-quality Text-to-SQL Data at Scale. SynSQL-2.5M is the first million-scale cross-domain text-to-SQL dataset.

Python 375 40 Updated Sep 8, 2025