Top 5 Python ai-agent Projects
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Project mention: How to build your Developer Portfolio with MindsDB: The symbiotic relationship between developers and Opensource in 2024. | dev.to | 2024-05-23Developers are able to check for issues to fix on MindsDB’s Github Issues Page. The issues are marked with labels which indicate what you can work on,which you can find here. Fixing bugs showcases that you are a problem solver and capable of resolving issues. Companies find this capability very valuable as it has an impact on the quality of their product and user experience.
Project mention: Show HN: Julep: A platform to manage memories, knowledge and tools for LLM apps | news.ycombinator.com | 2024-05-14
Project mention: Show HN: The FOSS creative suite for character-driven AI experiences (MIT) | news.ycombinator.com | 2024-05-09The goal of Ragdoll is to be the absolute best free/open source AI creative tool for making:
- Stories
- Copywriting
- Icons
- Logos
- Animations
- Photos
- Illustrations
- Concept art
- TV shows
- Podcasts
- Cinematics
- Cutscenes
- Films
- Music
- Sound effects
- Speech
- Game NPCS & characters
- & more!
There's also a Community Site where creators can share their AI creations (stories, games, movies, etc.) and also the Ragdolls they used to create them: https://ragdoll-studio.vercel.app/
Think of a "Ragdoll" like an "AI Character" (in a character.ai sense) that uses RAG to let the user "load knowledge" and extend the character to go way beyond storytelling: For example, they can create art and music in a certain style.
See examples: https://github.com/bennyschmidt/ragdoll-studio/tree/master/e...
Ragdoll is also easily forkable :) The underlying AI lib, the backend API, and React FE components are all broken down into separate libraries. So if you wanted to create, say a LeonardoAI competitor - you can just fork Ragdoll and focus on the image part (it uses Stable Diffusion under the hood).
The next step with this project is to get a good Desktop app so end users can just download/install, then I will focus on all the different modalities and really start to take this project to the next level (with video, etc.).
Thanks for checking out my project - any/all contributions are welcome!
Project mention: Ask HN: Is anybody getting value from AI Agents? How so? | news.ycombinator.com | 2024-03-31I 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 :).
Python ai-agents related posts
Index
What are some of the best open-source ai-agent projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | MindsDB | 21,531 |
| 2 | julep | 264 |
| 3 | ragdoll-studio | 156 |
| 4 | nagato-ai | 22 |
| 5 | CrewAI-GUI | 26 |
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