Dify

dify is an AI tool that focuses on the creation and operation of AI-native apps using GPT-4 models. It provides an llmops platform that is user-friendly and allows teams to develop and operate AI applications visually. With dify, users can quickly create AI-powered apps in just minutes, whether for internal use or external release, and deploy them within 5 minutes.

This tool offers a range of features, including a storyteller bot for answering specific questions, a SQL generator for converting natural language to SQL, a code converter for converting programming languages, and a text generator for summarizing important information.

dify is compatible with chatGPT plugins, providing a wide range of capabilities such as search, database connection, sensitive word avoidance, and API access. It supports GPT-4 models and ensures a seamless experience for model access, context embedding, cost control, and data annotation.

Users can easily create AI applications for product development using dify’s visual composition starting prompt and its extensive functionality. The tool also offers API integration and complete plugin integration for long context operations.

To continuously improve their AI applications, users can visually check logs and annotate data to enhance the reasoning process of the AI. dify provides two types of applications: dialogue and text generation, and it is open source on GitHub.