Popular AI Agent Building Frameworks
1. Flowise
- Website: https://flowiseai.com
- GitHub: https://github.com/FlowiseAI/Flowise
- Key Features: Visual LLM flow builder, LangChain integration, Docker support
- Documentation: https://docs.flowiseai.com
2. n8n
- Website: https://n8n.io
- GitHub: https://github.com/n8n-io/n8n
- Key Features: Extensive API integrations, visual workflow editor
- Documentation: https://docs.n8n.io
3. Langflow
- Website: https://langflow.org
- GitHub: https://github.com/logspace-ai/langflow
- Key Features: LangChain UI, drag-and-drop interface
- Documentation: https://docs.langflow.org
4. Auto-GPT
- GitHub: https://github.com/Significant-Gravitas/Auto-GPT
- Features: Autonomous task completion, goal-oriented processing
- Documentation: https://docs.agpt.co
5. LlamaIndex
- Website: https://www.llamaindex.ai
- GitHub: https://github.com/jerryjliu/llama_index
- Features: Data framework for connecting LLMs with external data
- Documentation: https://docs.llamaindex.ai
6. BabyAGI
- GitHub: https://github.com/yoheinakajima/babyagi
- Features: Task management AI system
- Community: Discord Community
7. SuperAGI
- Website: https://superagi.com
- GitHub: https://github.com/TransformerOptimus/SuperAGI
- Features: Autonomous AI framework with tool creation
- Documentation: https://superagi.com/docs
Additional Resources
Learning Resources
- LangChain Documentation: https://python.langchain.com/docs
- OpenAI Documentation: https://platform.openai.com/docs
- HuggingFace Documentation: https://huggingface.co/docs
Community Forums
- LangChain Discord: https://discord.gg/langchain
- HuggingFace Forums: https://discuss.huggingface.co
Getting Started Tutorials
Each framework has its own quickstart guide in their documentation. It’s recommended to start with Flowise or Langflow if you’re new to AI agent building, as they offer the most user-friendly interfaces.
