Top 9 Python ai-agent Projects
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Database Connection: Ollama supports several data platforms.
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Scout Monitoring
Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
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composio
Composio equip's your AI agents & LLMs with 100+ high-quality integrations via function calling
Project mention: I built an AI Agent to validate my PR without actually doing it myself 🚀⚡ | dev.to | 2024-07-15In Composio, we review tens of pull requests every week.
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OpenAdapt
AI-First Process Automation with Large ([Language (LLMs) / Action (LAMs) / Multimodal (LMMs)] / Visual Language (VLMs)) Models
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julep
Open-source alternative to Assistant's API with a managed backend for memory, RAG, tools and tasks. ~Supabase for building AI agents.
Project mention: Building Your First AI Application with Julep: A Step-by-Step Guide | dev.to | 2024-06-18Excited to see what more Julep offers? The journey starts with a single click. Visit the repository and give it a star: https://github.com/julep-ai/julep
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agentUniverse
agentUniverse is a LLM multi-agent framework that allows developers to easily build multi-agent applications.
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Project mention: Show HN: Infinity – Realistic AI characters that can speak | news.ycombinator.com | 2024-09-06
Amazing work! This technology is only going to improve. I am particularly fascinated by the video stuff - it could be like the "graphics era" of the 90s/00s where it will continually improve year-after-year, and very soon there will be a literally infinite library of rich and dynamic games, films, podcasts, etc. - a totally unique and fascinating experience tailored to you that's only a prompt away.
I've been working on something adjacent to this concept with Ragdoll (https://github.com/bennyschmidt/ragdoll-studio), but focused not just on creating characters but producing creative deliverables using them.
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InfluxDB
Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.
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Project mention: Ask HN: Is anybody getting value from AI Agents? How so? | news.ycombinator.com | 2024-03-31
I get the same feeling. AI Agents sounds very cool but reliability is a huge issue right now.
The fact that you can get vastly different outcomes for similar runs (even while using Claude 3 Opus with tool/function calling) can drive you insane. I read somewhere down in this thread that one way to mitigate these problems is my implementing a robust state machine. I reckon this can help, but I also believe that somehow leveraging memory from previous runs could be useful too. It's not fully clear in my mind how to go about doing this.
I'm still very excited about the space though. It's a great place to be and I love the energy but also measured enthusiasm from everyone who is trying to push the boundaries of what is possible with agents.
I'm currently also tinkering with my own Python AI Agent library to further my understanding of how they work: https://github.com/kenshiro-o/nagato-ai . I don't expect it to become the standard but it's good fun and a great learning opportunity for me :).
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Index
What are some of the best open-source ai-agent projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | MindsDB | 26,208 |
| 2 | composio | 7,485 |
| 3 | OpenAdapt | 851 |
| 4 | julep | 797 |
| 5 | agentUniverse | 742 |
| 6 | graphsignal-python | 202 |
| 7 | ragdoll-studio | 175 |
| 8 | nagato-ai | 78 |
| 9 | CrewAI-GUI | 0 |
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