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

Last synced: 2 days ago
JSON representation

💻 Programming Language Agents
- 🎨 Creative Agents
  - TypeChat
  - LangChain.js - ai/langchainjs) | JavaScript version of LangChain for building agents |
  - Semantic Kernel - kernel) | SDK for integrating LLMs with C# applications |
  - LangChain4j
  - Haystack - ai/haystack) | Framework for building search and question answering agents |
  - LlamaIndex.js - llama/LlamaIndexTS) | TypeScript version of LlamaIndex for building agents |
  - LangChain.rb
  - LangChainGo
⚙️ Agent Operations
- 🧠 Memory
  - MemGPT - based agents. |
  - ChromaDB - core/chroma) | Vector database for agent memory and context. |
  - Weaviate
- 🚀 Deployment
  - SuperAGI
  - OctoAI
  - Modal - labs/modal-client) | Serverless platform for deploying AI agents. |
- 📊 Evaluation
  - LangTrace - Labs/langtrace) | Monitoring and evaluation for agent workflows. |
🚀 Specialized Agents
- 💻 Coding Agents
  - SWE-agent - nlp/SWE-agent) | AI agent for software engineering tasks. |
  - GPT Pilot - io/gpt-pilot) | Assists in writing and debugging code. |
- 🔬 Research Agents
  - GPT Researcher - researcher) | Autonomous agent for comprehensive online research. |
  - Storm - oval/storm) | Multi-agent system for collaborative research. |
- 🎨 Creative Agents
  - ShortGPT - form video content. |
  - AI-town - infra/ai-town) | Virtual world populated by AI agents. |
🌟 Core Frameworks
- Upsonic - oriented |
- AutoGen - agent conversations, GPT-4 integration, customizable workflows |
- MetaGPT - based agents |
- LangChain - ai/langchain) | Tool integration, memory management, agent chaining |
- AgentVerse - agent simulation environments for research |
- ChatDev
- AGiXT - XT/AGiXT) | Advanced AI automation platform with adaptive memory |
- CrewAI - based agent orchestration, task delegation |
Core Frameworks
- AutoGen - agent conversations, GPT-4 integration, customizable workflows |
- MetaGPT - based agents |
- LangChain - ai/langchain) | Tool integration, memory management, agent chaining |
Specialized Agents
- Research Agents
  - Storm - Multi-agent system for collaborative research.
  - GPT Researcher - Autonomous agent for comprehensive online research.
  - Storm - Multi-agent system for collaborative research.
- Coding Agents
  - GPT Pilot - Assists in writing and debugging code.
- Creative Agents
  - ShortGPT - AI agent for generating short-form video content.
  - AI-town - Virtual world populated by AI agents.
Agent Operations
- Evaluation
  - LangTrace - Monitoring and evaluation for agent workflows.
  - LangTrace - Monitoring and evaluation for agent workflows.
- Deployment
  - OctoAI - Scalable infrastructure for AI agent deployment.
  - OctoAI - Scalable infrastructure for AI agent deployment.
  - SuperAGI - Deployment platform for autonomous agents.
- Memory
  - ChromaDB - Vector database for agent memory and context.
📚 Research & Benchmarks
- 📄 Papers
  - arXiv - based agents. |
  - arXiv
  - arXiv - agent systems. |
- 📊 Benchmarks
  - AgentBench
  - ToolBench
  - Agent Evaluation - evaluation) | Benchmark for evaluating agent capabilities. |
Research & Benchmarks
- Papers
  - The Rise of LLM-Based Agents - Comprehensive survey on LLM-based agents.
  - Tool Learning with Foundation Models - Explores tool usage in AI agents.
- Benchmarks
  - AgentBench - Evaluates agents across diverse environments.
  - ToolBench - Benchmark for tool learning in agents.
Community Resources
- Communities
  - Join
  - Join
  - Join
- Newsletters
  - Subscribe
🌐 Community Resources
- 📰 Newsletters
  - Subscribe
🚀 Contributors
- 📰 Newsletters
  - ![Contributors - ai-agents/graphs/contributors)
  - stargazers

Programming Languages

Python 23 TypeScript 6 Jupyter Notebook 4 Rust 2 Go 2 Shell 1 JavaScript 1 Ruby 1 Java 1 C# 1

Categories

🌟 Core Frameworks 8 💻 Programming Language Agents 8 ⚙️ Agent Operations 7 Agent Operations 6 Specialized Agents 6 📚 Research & Benchmarks 6 🚀 Specialized Agents 6 Community Resources 4 Research & Benchmarks 4 Core Frameworks 3 🚀 Contributors 2 🌐 Community Resources 1

Sub Categories

🎨 Creative Agents 10 📰 Newsletters 3 Communities 3 🧠 Memory 3 📄 Papers 3 📊 Benchmarks 3 🚀 Deployment 3 Deployment 3 Research Agents 3 Benchmarks 2 🔬 Research Agents 2 Papers 2 💻 Coding Agents 2 Creative Agents 2 Evaluation 2 Memory 1 Coding Agents 1 📊 Evaluation 1 Newsletters 1

Keywords

ai 19 llm 15 openai 12 gpt-4 11 python 9 agent 8 gpt 7 artificial-intelligence 6 chatgpt 6 llms 6 llmops 6 llm-agent 5 automation 5 autonomous-agents 4 agents 4 machine-learning 3 llm-framework 3 agi 3 chatbot 3 ai-agents 3 embeddings 3 developer-tools 3 llama 3 pinecone 3 langchain 3 content 2 video 2 video-editing 2 document-retrieval 2 artificial-general-intelligence 2 nextjs 2 webscraping 2 search 2 research 2 research-project 2 coding-assistant 2 codegen 2 multi-agent 2 metagpt 2 llm-inference 2 nlp 2 agent-based-framework 2 agent-oriented-programming 2 agentic 2 claude 2 agentic-agi 2 chat 2 vector-search 2 chat-application 2 gpt-35-turbo 2