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Top 23 Python Agent Projects
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MetaGPT
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
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Implementation: ORPO has been integrated into popular fine-tuning libraries like TRL, Axolotl, and LLaMA-Factory.
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khoj
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.
GitHub https://github.com/khoj-ai/khoj GitHub Star 12.4k GitHub Fork 627 GitHub Issue 64 GitHub Pull Request 3 GitHub Contributor 35 Open Source License AGPL-3.0 Official Website https://khoj.dev/ Documentation https://docs.khoj.dev/
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Essentially this solution is to let the AI *formulate the search* expression and not do the search itself (similar to the concept of generating a SQL statement instead of executing it https://github.com/vanna-ai/vanna).
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Here you go: UFO - A UI-Focused Agent for Windows OS Interaction
"UFO is a UI-Focused dual-agent framework to fulfill user requests on Windows OS by seamlessly navigating and operating within individual or spanning multiple applications."
https://github.com/microsoft/UFO?tab=readme-ov-file
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camel
🐫 CAMEL: Finding the Scaling Law of Agents. The first and the best multi-agent framework. https://www.camel-ai.org (by camel-ai)
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Nutrient
Nutrient – The #1 PDF SDK Library, trusted by 10K+ developers. Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries.
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Project mention: TaskWeaver: Code-first agent framework for seamlessly planning | news.ycombinator.com | 2024-03-10
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TEN-Agent
Meet TEN, the World's First Truly Real-time Multimodal Agent Framework for Creating Next-Gen AI Agents. The TEN Framework is an open-source framework that enables developers to quickly build real-time multimodal agents (voice, video, data stream, image and text), making it easy for developers to experiment, integrate large language models, and create reusable extensions. TEN can be used to build agents supporting use cases like voice chatbots, AI generated meeting minutes, language tutors, sim
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xtuner
An efficient, flexible and full-featured toolkit for fine-tuning LLM (InternLM2, Llama3, Phi3, Qwen, Mistral, ...)
Project mention: PaliGemma: Open-Source Multimodal Model by Google | news.ycombinator.com | 2024-05-15 -
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agentops
Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Langchain, Autogen, AG2, and CamelAI
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On-going open source project to reach to product-grad product.
Built with AdalFlow library: https://github.com/SylphAI-Inc/AdalFlow
Will including dataset creation, evaluation, and auto-prompt optimization
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Project mention: Lessons from building a small-scale AI application | news.ycombinator.com | 2025-01-23
- The "Django" level: additionally handle how data is indexed for RAG, standard patterns of connecting the pieces, possibly GUI, support for plugins.
It seems langchain and llamaindex are aiming to be the latter, and I'm building https://magentic.dev to be the former. I'd be interested to get your take on whether these abstractions would allow you stray from the narrow path while still being helpful!
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Project mention: Show HN: Klarity – Open-source tool to analyze uncertainty/entropy in LLM output | news.ycombinator.com | 2025-02-03
This is great, can this be used to implement a sampler based on entropy like entropix (implemented in optillm here - https://github.com/codelion/optillm/blob/main/optillm/entrop...)
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OpenDAN-Personal-AI-OS
OpenDAN is an open source Personal AI OS , which consolidates various AI modules in one place for your personal use.
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DemoGPT
🤖 Everything you need to create an LLM Agent—tools, prompts, frameworks, and models—all in one place.
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RD-Agent
Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through our open source R&D automation tool RD-Agent, which lets AI drive data-driven AI.
Project mention: RD-Agent: LLM-based autonomous evolving agents for industrial data-driven R&D | news.ycombinator.com | 2024-09-25 -
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Agent discussion
Python Agent related posts
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Did Semgrep Just Get a Lot More Interesting?
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Chat with any GitHub Repo for free [video]
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Show HN: Klarity – Open-source tool to analyze uncertainty/entropy in LLM output
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Show HN: Gemini 2 with unrestricted code execution
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Auto-Differentiating Any LLM Workflow: A Farewell to Manual Prompting
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Lessons from building a small-scale AI application
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Web Agents Browser on Steroids
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A note from our sponsor - SaaSHub
www.saashub.com | 19 Feb 2025
Index
What are some of the best open-source Agent projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | MetaGPT | 46,195 |
| 2 | LLaMA-Factory | 40,636 |
| 3 | khoj | 26,072 |
| 4 | vanna | 13,113 |
| 5 | UFO | 6,546 |
| 6 | rags | 6,388 |
| 7 | camel | 6,342 |
| 8 | TaskWeaver | 5,511 |
| 9 | TaskingAI | 5,052 |
| 10 | TEN-Agent | 4,447 |
| 11 | xtuner | 4,214 |
| 12 | OpenAgents | 4,129 |
| 13 | fake-useragent | 3,781 |
| 14 | OpenAI_Agent_Swarm | 3,058 |
| 15 | mini-agi | 2,814 |
| 16 | agentops | 2,796 |
| 17 | AdalFlow | 2,717 |
| 18 | evadb | 2,654 |
| 19 | magentic | 2,190 |
| 20 | optillm | 2,024 |
| 21 | OpenDAN-Personal-AI-OS | 1,776 |
| 22 | DemoGPT | 1,777 |
| 23 | RD-Agent | 1,611 |
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