From b23d18c20dacd60c4e5fb3ea6833f3cc612d7cab Mon Sep 17 00:00:00 2001 From: aworki <1224518406@qq.com> Date: Mon, 2 Mar 2026 16:45:04 +0800 Subject: [PATCH] docs: add dedicated AI agent frameworks section --- README.md | 34 ++++++++++++++++++++++++++++++++++ 1 file changed, 34 insertions(+) diff --git a/README.md b/README.md index 0412e75..681dac6 100644 --- a/README.md +++ b/README.md @@ -32,6 +32,10 @@ - [Application Frameworks](#application-frameworks) - [Agent Frameworks](#agent-frameworks) - [Workflow Management](#workflow-management) +- [AI Agent Frameworks](#ai-agent-frameworks) + - [Frameworks](#frameworks) + - [Multi-Agent Orchestration Tools](#multi-agent-orchestration-tools) + - [Agent Monitoring & Debugging](#agent-monitoring--debugging) - [Training & Fine-Tuning](#training--fine-tuning) - [Training Frameworks](#training-frameworks) - [Fine-Tuning Tools](#fine-tuning-tools) @@ -219,6 +223,36 @@ --- +## AI Agent Frameworks + +### Frameworks + +| Framework | Description | Stars | +|-----------|-------------|-------| +| [AutoGPT](https://github.com/Significant-Gravitas/AutoGPT) | Experimental autonomous AI agent platform for complex task loops | ![Stars](https://img.shields.io/github/stars/Significant-Gravitas/AutoGPT?style=flat-square) | +| [BabyAGI](https://github.com/yoheinakajima/babyagi) | Lightweight task-driven autonomous agent framework | ![Stars](https://img.shields.io/github/stars/yoheinakajima/babyagi?style=flat-square) | +| [CrewAI](https://github.com/crewAIInc/crewAI) | Role-based multi-agent orchestration framework | ![Stars](https://img.shields.io/github/stars/crewAIInc/crewAI?style=flat-square) | +| [LangChain Agents](https://python.langchain.com/docs/concepts/agents/) | Agent abstractions for tool use, planning, and execution | N/A | + +### Multi-Agent Orchestration Tools + +| Tool | Description | Stars | +|------|-------------|-------| +| [AutoGen](https://github.com/microsoft/autogen) | Multi-agent collaboration framework for conversational workflows | ![Stars](https://img.shields.io/github/stars/microsoft/autogen?style=flat-square) | +| [CrewAI Flows](https://docs.crewai.com/concepts/flows) | Event-driven orchestration patterns for crew-based agent systems | N/A | +| [LangGraph](https://github.com/langchain-ai/langgraph) | Stateful graph orchestration for deterministic and agentic workflows | ![Stars](https://img.shields.io/github/stars/langchain-ai/langgraph?style=flat-square) | + +### Agent Monitoring & Debugging + +| Tool | Description | Stars | +|------|-------------|-------| +| [AgentOps](https://github.com/AgentOps-AI/agentops) | Session replay, tracing, and reliability monitoring for AI agents | ![Stars](https://img.shields.io/github/stars/AgentOps-AI/agentops?style=flat-square) | +| [Helicone](https://github.com/Helicone/helicone) | Request logging, analytics, and cost tracking for LLM/agent traffic | ![Stars](https://img.shields.io/github/stars/Helicone/helicone?style=flat-square) | +| [Langfuse](https://github.com/langfuse/langfuse) | Open-source tracing and evaluation platform for LLM/agent applications | ![Stars](https://img.shields.io/github/stars/langfuse/langfuse?style=flat-square) | +| [LangSmith](https://www.langchain.com/langsmith) | Agent tracing, test runs, and debugging for LangChain ecosystems | N/A | + +--- + ## Training & Fine-Tuning ### Training Frameworks