langgenius/dify
每日信息看板 · 2026-02-04
2026-02-04T07:55:59Z
Published
AI 总结
Dify 是用于开发与部署 LLM 应用的开源平台,提供可视化工作流、RAG、Agent、模型管理与可观测性等能力,帮助团队从原型快速走向生产并支持云端与自托管。
- 提供可视化画布的 Workflow,便于构建与测试 agentic AI 工作流
- 支持数百种商用/开源模型与多种推理服务商,兼容 OpenAI API 规范
- 内置 Prompt IDE、RAG 文档摄取与检索(支持 PDF、PPT 等常见格式)
- 支持基于 Function Calling 或 ReAct 的 Agent,并提供 50+ 内置工具(搜索、绘图、WolframAlpha 等)
- 具备 LLMOps 能力:日志与性能监控分析,基于线上数据持续迭代提示词/数据集/模型
- 提供云服务(含沙盒免费额度)与 Docker Compose 自托管部署,并提供企业版与 AWS Marketplace 方案
#GitHub #repo #开源项目 #Dify #RAG #Agent #LLMOps #Dify Cloud
内容摘录
!cover-v5-optimized
<p align="center">
📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Introducing Dify Workflow File Upload: Recreate Google NotebookLM Podcast</a>
</p>
<p align="center">
<a href="https://cloud.dify.ai">Dify Cloud</a> ·
<a href="https://docs.dify.ai/getting-started/install-self-hosted">Self-hosting</a> ·
<a href="https://docs.dify.ai">Documentation</a> ·
<a href="https://dify.ai/pricing">Dify edition overview</a>
</p>
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<a href="https://dify.ai" target="_blank">
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<a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
<a href="./docs/zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
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</p>
Dify is an open-source platform for developing LLM applications. Its intuitive interface combines agentic AI workflows, RAG pipelines, agent capabilities, model management, observability features, and more—allowing you to quickly move from prototype to production.
Quick start
Before installing Dify, make sure your machine meets the following minimum system requirements:
CPU >= 2 Core
RAM >= 4 GiB
<br/>
The easiest way to start the Dify server is through Docker Compose. Before running Dify with the following commands, make sure that Docker and Docker Compose are installed on your machine:
After running, you can access the Dify dashboard in your browser at http://localhost/install and start the initialization process.
Seeking help
Please refer to our FAQ if you encounter problems setting up Dify. Reach out to the community and us if you are still having issues.
If you'd like to contribute to Dify or do additional development, refer to our guide to deploying from source code
Key features
**1. Workflow**:
Build and test powerful AI workflows on a visual canvas, leveraging all the following features and beyond.
**2. Comprehensive model support**:
Seamless integration with hundreds of proprietary / open-source LLMs fr…