GitHub - langgenius/dify: Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.
Apr 22, 2024 - github.com
Dify is an open-source LLM app development platform that combines AI workflow, RAG pipeline, agent capabilities, model management, and more. It offers features such as a visual canvas for building and testing AI workflows, seamless integration with hundreds of proprietary/open-source LLMs, intuitive interface for crafting prompts, extensive RAG capabilities, and more. Dify provides 50+ built-in tools for AI agents and allows for monitoring and analyzing application logs and performance over time.
Dify can be used in the cloud, self-hosted, or for enterprise/organizations with additional enterprise-centric features. It also offers a feature comparison with other platforms like LangChain, Flowise, and OpenAI Assistants API. The platform encourages community contributions and offers various ways for users to get in touch or report issues. The repository is available under the Dify Open Source License, which is essentially Apache 2.0 with a few additional restrictions.
Key takeaways:
Dify is an open-source LLM app development platform that combines AI workflow, RAG pipeline, agent capabilities, model management, and observability features.
Dify offers a cloud service with zero setup and 200 free GPT-4 calls in the sandbox plan, a self-hosting community edition, and additional enterprise-centric features.
The platform can be easily started using a docker-compose.yml file, with Docker and Docker Compose installed on the machine.
Dify is looking for contributors to help with translating the platform to languages other than Mandarin or English.
