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Top 23 Python Agent Projects
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Scout Monitoring
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SuperAGI
<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
AI agents are, at the most basic level, software. With all software comes the risk of security vulnerabilities. During this research, we looked closely at some popular agent tooling, including LangChain (CVE-2024-21513) and SuperAGI (CVE-2024-21552), with a particular focus on traditional software vulnerabilities that have been around for decades and will continue to be around in the future.
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DB-GPT
AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents
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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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I've never tried it myself, but Prefect does have something like this with their Marvin AI library for Python.
https://github.com/PrefectHQ/marvin?tab=readme-ov-file#-buil...
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cover-agent
CodiumAI Cover-Agent: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! 💻🤖🧪🐞
🚀CodiumAI PR-Agent enables the integration of AI-powered chat and code review tools into the GitHub environment to help developers to automate the code review process, ensure high quality code and prevent bugs before merging.
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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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https://github.com/langroid/langroid/tree/main/examples/basi...
[1] Langroid: https://github.com/langroid/langroid
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DemoGPT
Create 🦜️🔗 LangChain apps by just using prompts🌟 Star to support our work! | 只需使用句子即可创建 LangChain 应用程序。 给个star支持我们的工作吧！
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LLMStack
No-code multi-agent framework to build LLM Agents, workflows and applications with your data
You can already run these models locally with Ollama (ollama run llama3.1:latest) along with at places like huggingface, groq etc.
If you want a playground to test this model locally or want to quickly build some applications with it, you can try LLMStack (https://github.com/trypromptly/LLMStack). I wrote last week about how to configure and use Ollama with LLMStack at https://docs.trypromptly.com/guides/using-llama3-with-ollama.
Disclaimer: I'm the maintainer of LLMStack
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swarms
The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework Join our Community: https://discord.com/servers/agora-999382051935506503
I would check out this company, Swarms (https://github.com/kyegomez/swarms) who's working with enterprises to integrate multi-agents. But definitely a great point to focus on, the research paper mentions that the scaling of performance reduces with complexity of the task, which is definitely true for SWE
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agent-protocol
Common interface for interacting with AI agents. The protocol is tech stack agnostic - you can use it with any framework for building agents.
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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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Project mention: Hallucination Is Inevitable: An Innate Limitation of Large Language Models | news.ycombinator.com | 2024-02-25
Hallucinations are essential for divergent thinking. Not everything is solved following goal driven approaches. Check out DreamGPT: https://github.com/DivergentAI/dreamGPT
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An impressive bullshitter that can write, test, and debug code when given a specification and instructions.
Or write papers and their code from scratch.
https://github.com/Technion-Kishony-lab/data-to-paper
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rosa
ROSA 🤖 is an AI Agent designed to interact with ROS1- and ROS2-based robotics systems using natural language queries. ROSA helps robot developers inspect, diagnose, understand, and operate robots. (by nasa-jpl)
Project mention: NASA JPL open-sourced ROSA, an AI agent for robot development and operations | news.ycombinator.com | 2024-08-24- "Echo the `/robot/status` topic"
Additionally, we added a quick and easy way to demo the agents capabilities by creating a custom agent for the TurtleSim bot. This agent serves as both an easy-to-use demo (in Docker), and as a how-to guide for creating your own custom agents.
As for the practical benefits of ROSA: we did several evaluations in which we asked human experts the same questions we asked of ROSA. For instance, "give me a list of 'status' topics, along with the message type, publishers, and subscribers, in a table format." The results were stunning, with cost savings anywhere between 5000% to 25,000%.
In the future, we plan to release agents for JPL's Open Source Rover and Boston Dynamics Spot robot, to name a few.
We would love to get your opinions and we are open to contributions from the community!
Check out the ROSA project on Github: https://github.com/nasa-jpl/rosa
You can also follow me on X / Twitter (@RobRoyce_) for updates, release schedule, and more!
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Project mention: Show HN: LLM-powered NPCs running on your hardware | news.ycombinator.com | 2024-04-30
But we're also working with the https://cu.bzh platform to create demos using their engines - those should give you inspiration as well!
[1] https://github.com/GigaxGames/gigax/blob/main/tests/test_ste...
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agent-service-toolkit
Full toolkit for running an AI agent service built with LangGraph, FastAPI and Streamlit
Project mention: Agent-service-toolkit: Run an AI agent as a service (OSS) | news.ycombinator.com | 2024-08-08 -
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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).
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Every Way to Get Structured Output from LLMs
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ChatGPT Is Bullshit
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Show HN: Mesop, open-source Python UI framework used at Google
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A note from our sponsor - Scout Monitoring
www.scoutapm.com | 11 Sep 2024
Index
What are some of the best open-source Agent projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | llama_index | 35,307 |
| 2 | SuperAGI | 15,247 |
| 3 | DB-GPT | 13,196 |
| 4 | composio | 7,485 |
| 5 | marvin | 5,132 |
| 6 | cover-agent | 4,178 |
| 7 | acme | 3,467 |
| 8 | langroid | 2,269 |
| 9 | DemoGPT | 1,672 |
| 10 | GPTeam | 1,620 |
| 11 | LLMStack | 1,434 |
| 12 | swarms | 1,107 |
| 13 | agent-protocol | 934 |
| 14 | OpenAdapt | 851 |
| 15 | LazyLLM | 800 |
| 16 | julep | 797 |
| 17 | dreamGPT | 550 |
| 18 | agency | 407 |
| 19 | data-to-paper | 433 |
| 20 | rosa | 302 |
| 21 | Instrukt | 270 |
| 22 | gigax | 266 |
| 23 | agent-service-toolkit | 202 |
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