self-dify
FreeDify 应用搭建教程，包含“小红书读书卡片”、“甜蜜哄人”等特色 AI 助手实现指南。
FreeFree tier
About self-dify
A comprehensive open-source tutorial for building AI applications with Dify, guiding users from local deployment to advanced features like agents, workflows, knowledge bases, MCP, and DeepResearch. Includes step-by-step instructions for creating practical AI assistants such as a friendly companion, college orientation helper, book card generator, interview prep, and more.
Key Features
Step-by-step Dify local deployment guide with Docker
Prompt engineering and role simulation for AI interaction
Example applications: Friendly Companion, College Orientation, Book Card Generator, Interview Prep, Guess Diagnosis
Agent workflow and multi-step automation
Knowledge base (RAG) integration for precise information retrieval
Text-to-SQL and ECharts data analysis
DeepResearch application development
MCP (Model Context Protocol) configuration and usage
Multi-modal (voice-text) assistant development
Batch task processing and data analysis
Pros & Cons
Pros
- Free and open-source with comprehensive documentation
- Covers both basic and advanced Dify features in a structured learning path
- Hands-on learning with practical, real-world examples
- Suitable for beginners with no deep programming background
- Active open-source community (Datawhale) encourages contributions
Cons
- Tutorial content primarily in Chinese
- Requires Docker and LLM API keys for full hands-on practice
- Not a standalone product; users must install Dify separately
Best For
Building personal AI assistants for emotional companion or study supportCreating knowledge-based Q&A systems for universities or onboardingGenerating automated book summary cards for social mediaAutomating interview preparation with knowledge retrievalAnalyzing data and generating charts from natural language queriesDeveloping research assistants with DeepResearch capabilities
FAQ
这个教程需要编程基础吗？
无需深厚的编程背景，但需要对大模型基本概念（如提示词、RAG、Agent）有初步了解。