https://github.com/nipunaranasinghe/awesome-ai-agents
A curated list of frameworks, tools, and resources for building and deploying AI agents. From multi-agent systems to autonomous coding assistants, this repository covers the latest advancements in AI agent technology. Perfect for developers, researchers, and AI enthusiasts exploring the future of autonomous systems.
https://github.com/nipunaranasinghe/awesome-ai-agents
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A curated list of frameworks, tools, and resources for building and deploying AI agents. From multi-agent systems to autonomous coding assistants, this repository covers the latest advancements in AI agent technology. Perfect for developers, researchers, and AI enthusiasts exploring the future of autonomous systems.
- Host: GitHub
- URL: https://github.com/nipunaranasinghe/awesome-ai-agents
- Owner: NipunaRanasinghe
- License: mit
- Created: 2025-01-25T13:05:25.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2025-03-13T03:33:56.000Z (2 months ago)
- Last Synced: 2025-03-13T04:26:13.735Z (2 months ago)
- Topics: ai, ai-agents, awesome, awesome-agents, awesome-ai, awesome-list, awesome-lists
- Homepage:
- Size: 478 KB
- Stars: 4
- Watchers: 1
- Forks: 1
- Open Issues: 37
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Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- ultimate-awesome - awesome-ai-agents - A curated list of frameworks, tools, and resources for building and deploying AI agents. From multi-agent systems to autonomous coding assistants, this repository covers the latest advancements in AI agent technology. Perfect for developers, researchers, and AI enthusiasts exploring the future of autonomous systems. (Other Lists / Julia Lists)
README
# Awesome AI Agents [](https://awesome.re) [](https://github.com/NipunaRanasinghe/awesome-ai-agents/actions/workflows/links.yml)
*A curated list of frameworks, tools, and resources for building and deploying AI agents. From multi-agent systems to autonomous coding assistants, this repository covers the latest advancements in AI agent technology.*
---
## Contents
- [Core Frameworks](#core-frameworks)
- [Specialized Agents](#specialized-agents)
- [Agent Operations](#agent-operations)
- [Research & Benchmarks](#research--benchmarks)
- [Community Resources](#community-resources)
- [Contributing](#contributing)
---
## Core Frameworks
Frameworks for building and managing AI agents.
| Framework | Stars | Key Features |
|------------------------------------------------------------|----------------------------------------------------------------------|----------------------------------------------------------------------|
| [AutoGen](https://github.com/microsoft/autogen) |  | Multi-agent conversations, GPT-4 integration, customizable workflows |
| [MetaGPT](https://github.com/geekan/MetaGPT) |  | Simulates software company workflows, role-based agents |
| [CrewAI](https://github.com/joaomdmoura/crewai) |  | Role-based agent orchestration, task delegation |
| [LangChain](https://github.com/langchain-ai/langchain) |  | Tool integration, memory management, agent chaining |
| [SuperAGI](https://github.com/TransformerOptimus/SuperAGI) |  | Open-source AGI framework, multi-modal agents |
| [Upsonic](https://github.com/upsonic/upsonic) |  | Reliability layer, model context protocol, task orianted |
---
## Specialized Agents
Agents designed for specific tasks or industries.
### Coding Agents
- [SWE-agent](https://github.com/princeton-nlp/SWE-agent) - AI agent for software engineering tasks.
- [GPT Pilot](https://github.com/Pythagora-io/gpt-pilot) - Assists in writing and debugging code.
- [OpenDevin](https://github.com/OpenDevin/OpenDevin) - Open-source Devin alternative for coding tasks.
### Research Agents
- [GPT Researcher](https://github.com/assafelovic/gpt-researcher) - Autonomous agent for comprehensive online research.
- [Storm](https://github.com/storm-ai/storm) - Multi-agent system for collaborative research.
### Creative Agents
- [ShortGPT](https://github.com/RayVentura/ShortGPT) - AI agent for generating short-form video content.
- [AI-town](https://github.com/a16z-infra/ai-town) - Virtual world populated by AI agents.
---
## Agent Operations
Tools and systems for managing AI agents.
### Memory
- [MemGPT](https://github.com/cpacker/MemGPT) - Manages memory for LLM-based agents.
- [ChromaDB](https://github.com/chroma-core/chroma) - Vector database for agent memory and context.
### Evaluation
- [AgentBench](https://github.com/THUDM/AgentBench) - Multi-environment testing framework for AI agents.
- [LangTrace](https://github.com/langtrace/langtrace) - Monitoring and evaluation for agent workflows.
### Deployment
- [SuperAGI](https://github.com/TransformerOptimus/SuperAGI) - Deployment platform for autonomous agents.
- [OctoAI](https://github.com/octoml/octoai) - Scalable infrastructure for AI agent deployment.
---
## Research & Benchmarks
Key research papers, benchmarks, and surveys on AI agents.
### Papers
- [The Rise of LLM-Based Agents](https://arxiv.org/abs/2309.07864) - Comprehensive survey on LLM-based agents.
- [Tool Learning with Foundation Models](https://arxiv.org/abs/2304.08354) - Explores tool usage in AI agents.
### Benchmarks
- [AgentBench](https://github.com/THUDM/AgentBench) - Evaluates agents across diverse environments.
- [ToolBench](https://github.com/OpenBMB/ToolBench) - Benchmark for tool learning in agents.
---
## Community Resources
Join the conversation and stay updated on AI agent developments.
### Communities
- 🎮 [AI Agent Discord Communities]() - Join discussions on AI agent frameworks.
- 📅 [Agentic AI Meetups]() - Attend local or virtual meetups.
### Newsletters
- 📰 [AI Agent Weekly]() - Weekly roundup of AI agent news and updates.
---
## Contributing
Your contributions are welcome! Here’s how to get started:
1. **Fork the repository** and clone it locally.
2. Add your resource to the appropriate section in `README.md`.
3. Ensure the resource is:
- Relevant to AI agents.
- Actively maintained (updated within the last 6 months).
- Includes a brief description and link.
4. Submit a pull request with a clear description of your changes.
For more details, see the [CONTRIBUTING.md](docs/CONTRIBUTING.md) guide.
---
## License
This project is licensed under the [MIT License](LICENSE). Feel free to use, modify, and distribute it as needed.
---
**Star this repository** to show your support and stay updated on the latest AI agent resources!