dify
Alternative to Zapier
Dify is an LLM application development and operations platform. It enables no-code/low-code construction of prompt engineering pipelines, RAG systems, and AI agents, covering the full lifecycle from development to production.
- Visual workflow builder for LLM chains and RAG pipelines with drag-and-drop
- Prompt IDE for testing, comparing, and optimizing prompts in a dedicated environment
- RAG engine integrating document upload through vector search in a managed pipeline
- AI agent builder for multi-step agents with tool calling capabilities
- Multi-LLM support for switching between OpenAI, Anthropic, Llama, and Mistral
- Monitoring for tracking token usage, latency, and quality scores
Built with Python and TypeScript, Dify supports Docker self-hosting and a cloud offering. It enables building and operating AI applications without requiring deep LangChain or framework expertise.
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