Dify

Dify is an advanced AI tool that focuses on developing and utilizing AI-native apps based on GPT-4 models. It provides a user-friendly llmops platform to create and operate AI applications. With a few clicks, users can create AI applications in minutes, regardless of whether they are for internal or external use, and deploy them in just 5 minutes.

The tool offers a variety of features, such as a storyteller bot for answering questions, a SQL generator for transforming natural language to SQL, a code converter for converting programming languages, and a text generator for summarizing important data. Dify is suitable with chatGPT plugins, which allows users to access plentiful tools such as searching, database connection, avoiding sensitive words, and API access. It also supports GPT-4 models, providing a smooth experience for model access, context embedding, cost control, and data annotation.

Users can easily create AI applications using dify’s visual composer and its extensive functionalities. Additionally, it offers API integration and plugin integration for long context operations. Users can improve their AI applications by inspecting logs and annotating data to enhance the AI’s reasoning process. Dify natively offers two types of applications, dialogue and text generation, and can be found open source on GitHub.