awesome-agents
A curated collection of cutting-edge AI agent projects, frameworks, and research papers. This repository aims to catalog innovative implementations, architectural patterns, and emerging best practices in agent-based systems—from autonomous LLM-powered agents to multi-agent collaboration frameworks.
https://github.com/l-aime/awesome-agents
Last synced: 13 days ago
JSON representation
-
🤖 Agent Projects
-
🧠 AI Assistant & Chat Agents
- Claude - | - | 2024 |
- ChatGPT - | - | 2024 |
- Bard - | - | 2024 |
- Perplexity - powered search and research assistant | - | - | 2024 |
- Dify - ready platform for agentic workflow development | TypeScript | 110k+ | 2024 |
- Lobe Chat - an open-source, modern design AI chat framework | TypeScript | 64k+ | 2024 |
- Gemini CLI - source AI agent that brings the power of Gemini directly into your terminal | TypeScript | 68k+ | 2024 |
- Cherry Studio
- Anything LLM - in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder | JavaScript | 47k+ | 2024 |
- Suna - Open Source Generalist AI Agent | TypeScript | 17k+ | 2024 |
- LibreChat - 5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting | TypeScript | 28k+ | 2024 |
-
🌐 Browser Automation & Web Agents
-
💼 Business & Productivity Agents
-
🎨 Content Creation Agents
-
🔧 Development Frameworks & Tools
- Langflow - powered agents and workflows | Python | 98k+ | 2024 |
- RAGFlow - source RAG (Retrieval-Augmented Generation) engine based on deep document understanding | TypeScript | 62k+ | 2024 |
- Langchain-Chatchat - Chatchat based on Langchain with ChatGLM, Qwen and Llama RAG and Agent app | TypeScript | 35k+ | 2024 |
- FastGPT - based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration | TypeScript | 25k+ | 2024 |
- Haystack - ready applications | Python | 10k+ | 2024 |
- Unsloth - tuning & Reinforcement Learning for LLMs. Train OpenAI gpt-oss, Qwen3, Llama 4, DeepSeek-R1, Gemma 3, TTS 2x faster with 70% less VRAM | Python | 43k+ | 2024 |
-
💰 Financial Trading Agents
- TradingAgents - Agents LLM Financial Trading Framework | Python | 18k+ | 2024 |
- OpenBB
- Qlib - oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions | Python | 28k+ | 2024 |
-
📊 Monitoring & Automation Agents
-
🤖 Multi-Agent Collaboration
- CrewAI - playing autonomous AI agents | Python | 20k+ | 2024 |
- AgentVerse - Agent Collaboration | Python | 5k+ | 2024 |
- CAMEL
- LangGraph - actor applications with LLMs | Python | 15k+ | 2024 |
- CrewAI Inc - playing, autonomous AI agents | Python | 35k+ | 2024 |
- Agno - stack framework for building Multi-Agent Systems with memory, knowledge and reasoning | Python | 31k+ | 2024 |
- SmolAgents
- Swarm - agent orchestration | Python | 20k+ | 2024 |
-
🔬 Research & Analysis Agents
- GPT Researcher
- AutoGPT - source attempt to make GPT-4 fully autonomous | Python | 150k+ | 2024 |
- BabyAGI - powered task management system | Python | 20k+ | 2024 |
- Vanna - to-SQL Generation via LLMs using RAG 🔄 | Python | 19k+ | 2024 |
- LangChain
- LlamaIndex
-
🖥️ Software Development Agents
- OpenDevin - source alternative to Devin | Python | 10k+ | 2024 |
- OpenHands
- MetaGPT - Agent Framework: First AI Software Company | Python | 57k+ | 2024 |
- Sweep - powered junior developer for small features and bug fixes | Python | 15k+ | 2024 |
- GPT Engineer
- MetaGPT - Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo | Python | 40k+ | 2024 |
- ChatDev
- Cline
- Warp - | 24k+ | 2024 |
- Codex
- CodeT5+ - aware language models for code understanding and generation | Python | 5k+ | 2024 |
- CodeGeeX - scale multilingual code generation model | Python | 3k+ | 2024 |
-
🔧 System Prompts & Models
- System Prompts and Models - | 75k+ | 2024 |
-
-
🔍 Evaluation & Benchmarks
-
Benchmark Datasets
- HotpotQA - hop reasoning
- GSM8K
- HumanEval
- MMLU - task language understanding
- AgentBench - specific evaluation
-
-
📖 Learning Resources
-
Awesome Lists
-
Blogs & Newsletters
-
Books
- "Artificial Intelligence: A Modern Approach" - Russell & Norvig
- "Reinforcement Learning: An Introduction" - Sutton & Barto
- "Deep Learning" - Goodfellow, Bengio & Courville
-
Online Courses
-
-
📚 Research Papers
-
Foundational Papers
- "ReAct: Synergizing Reasoning and Acting in Language Models" - Yao et al., 2022
- "Toolformer: Language Models Can Teach Themselves to Use Tools" - Schick et al., 2023
- "Reflexion: Language Agents with Verbal Reinforcement Learning" - Shinn et al., 2023
- "Self-Consistency Improves Chain of Thought Reasoning in Language Models" - Wang et al., 2022
- "Tree of Thoughts: Deliberate Problem Solving with Large Language Models" - Yao et al., 2023
-
Multi-Agent Research
- "MetaGPT: Meta Programming for Multi-Agent Collaborative Framework" - Hong et al., 2023
- "ChatDev: Communicative Agents for Software Development" - Qian et al., 2023
- "CAMEL: Communicative Agents for Mind Exploration" - Li et al., 2023
- "Agent System: A Survey of Fundamentals, Platforms, and Challenges" - Wang et al., 2023
-
-
🎯 Use Cases
-
Business Operations
-
Content Creation
- Jasper
- Midjourney - E](https://openai.com/dall-e-2), [Stable Diffusion](https://stability.ai/)
- Runway
- Buffer
-
Research & Analysis
- Elicit
- BloombergGPT - Foundation/FinGPT)
-
Software Development
-
Programming Languages
Categories
Sub Categories
🖥️ Software Development Agents
12
🧠 AI Assistant & Chat Agents
11
🤖 Multi-Agent Collaboration
8
🔬 Research & Analysis Agents
6
🔧 Development Frameworks & Tools
6
💼 Business & Productivity Agents
6
🎨 Content Creation Agents
6
Online Courses
5
Benchmark Datasets
5
Foundational Papers
5
Multi-Agent Research
4
Blogs & Newsletters
4
Content Creation
4
Business Operations
4
Books
3
📊 Monitoring & Automation Agents
3
💰 Financial Trading Agents
3
Research & Analysis
2
Software Development
2
🌐 Browser Automation & Web Agents
2
Awesome Lists
2
🔧 System Prompts & Models
1
Keywords
ai
26
llm
22
python
17
agent
16
openai
15
chatgpt
14
rag
12
agents
12
ai-agents
12
gpt
12
artificial-intelligence
10
gpt-4
8
agentic-ai
6
langchain
6
mcp
6
automation
5
large-language-models
5
deepseek
5
developer-tools
5
generative-ai
5
gemini
5
framework
5
cli
4
nextjs
4
llms
4
open-source
4
typescript
4
autonomous-agents
4
claude
3
deepseek-r1
3
llm-agent
3
multiagent
3
self-hosted
3
no-code
3
retrieval-augmented-generation
3
low-code
3
llamaindex
3
mcp-server
3
ollama
3
agentic-framework
2
genai
2
context-engineering
2
text-to-speech
2
knowledge-base
2
tts
2
function-calling
2
artifacts
2
chat
2
agentic-rag
2
copilot
2