Dify.AI
Open-source platform for LLMOps,Define your AI-native Apps
Dify.AI is an open-source platform for LLMOpsIt offers visual management of prompts, operations, and datasets. Create an AI app in minutes or integrate LLM into your app for continuous improvement.
Reviews for Dify.AI
Hear what real users highlight about this tool.
Dify.AI earns praise for speeding up AI app development and serving as a flexible, LLM-agnostic backend. Makers of Andsend, Doti, and Informed say it enables model choice, fine-tuning for goal-oriented personalization, and straightforward integration of smart features. Users highlight time savings, strong customization, private deployment, and powerful RAG/agent orchestration. Common asks: richer documentation, more educational content, and expanded front-end options. Overall, it’s a robust open-source platform that balances ease of use with advanced control.
This AI-generated snapshot distills top reviewer sentiments.
Dify simplifies AI integration, making it easy to add smart features to products.
Dify is a tool that our backend engineers like very much because it is very flexible. Compared with coze, dify has fewer restrictions and can build more complex workflows. We use dify to build complex AI comic backend processes, so that the story, script, storyboard, picture, NUI and GUI interaction become very orderly.
Enables us to build LLM agnostic.
Dify significantly streamlines the process of developing and deploying our AI-native applications. It unifies the entire LLM workflow—including dataset management, prompt engineering, model inference, and the RAG process—into a single, easy-to-use platform. Compared to building a complex MLOps/LLMOps pipeline from scratch, Dify offers a low-code/no-code interface that enables rapid prototyping, testing, and application publishing. Its open-source nature and flexible extensibility also ensure we can deeply customize and self-host based on our specific needs, effectively lowering the development barrier and time-to-market.
Overall I think that Dify AI is a nice orchestration and backend platform for creating AI agents. However, given that it doesn't really contain anything in the way of front-end, there is reason to question whether.using it makes much sense over choosing an all-code approach.
As an open-source tool, Dify offers strong customization capabilities and private deployment options that enhance data control. However, being relatively new, its community support and documentation still need expansion, and implementing advanced features may require technical expertise.