Dify

Dify is an LLMOps (Language Model Operations) platform that enables users to create sustainable and AI-native applications easily. The platform supports the GPT family of models, alongside others and is designed for teams that want to develop AI applications regardless of whether they are for internal or external use. The platform provides an easy-to-use graphical interface for developing, deploying, improving and operating AI-powered apps. Dify offers a range of text-based tools that allow users to convert natural language to SQL, generate creative scripts, develop chatbots, chat based on specific tones and emotions, and provide answers to tricky questions. Dify's platform claims to offer an easy-to-use API interface based on the backend as a service concept that allows users to access a single API interface for the integration of APIs and long-context. The platform provides visual composition features for many scenarios, offering a smooth experience for model access, context embedding, cost control and data annotation. Dify provides continuous improvement and operation features, enabling users to review the reasoning process of AI-powered apps, annotate data and check logs visually, so AI runs in a transparent, non-black box state. Dify provides native support for dialogue and text generation applications, which have both been open-sourced on GitHub. The platform claims to have been designed to unlock the full potential of LLM, and its compatibility with the GPT family and Claude models and LangChain, allows users to effortlessly create AI applications.