This repository shares useful Dify DSL workflows for personal use and learning, supporting features like multi-task parallelism, session variables, forms, and ECharts rendering. It targets Dify users, particularly those leveraging Dify 0.13.0 and later, offering a collection of free, community-contributed workflows to enhance AI application development.

How It Works

The project provides pre-built Dify workflows in DSL (Domain Specific Language) format, typically YAML files. These workflows are designed to be imported directly into Dify, enabling users to quickly implement advanced functionalities such as agent strategies, tool integrations, and data visualization without extensive custom coding. The emphasis is on leveraging Dify's capabilities for complex AI tasks.

Quick Start & Requirements

• Import Workflows: Download .yml files from the DSL directory and import them into your Dify account via the Dify UI.
• Dify Version: Requires Dify 0.13.0 or later. Agent nodes require Dify 1.0+.
• Dependencies: Some workflows may require specific Dify plugins (e.g., dify-plugin-artifacts) or external sandbox environments like dify-sandbox-py for libraries like pandas, numpy, and matplotlib. Refer to individual workflow descriptions for specific needs.
• Resources: Setup involves importing YAML files into an existing Dify instance.

Highlighted Details

• Features workflows for advanced agent strategies, tool integration (e.g., Amap, Zapier), and data visualization (e.g., ECharts, Matplotlib).
• Includes examples for handling LLM output issues like malformed JSON and implementing memory in chatbots.
• Provides solutions for common Dify deployment and configuration challenges, including sandbox dependency management and Nginx settings.
• Showcases Dify 1.0 plugin development examples, including custom Tools, Agent strategies, and Extensions.

Maintenance & Community

The project actively encourages community contributions and discussions, with links to WeChat groups for sharing and problem-solving. Updates are frequent, with recent additions in late 2024 and early 2025.

Licensing & Compatibility

The repository itself does not specify a license. Workflows are generally intended for use with Dify, and their compatibility depends on the Dify platform's licensing and terms of service.

Limitations & Caveats

Some workflows may require specific, potentially complex, sandbox configurations or custom Dify plugins. Certain functionalities, like image generation for social media, may be outdated or require significant adaptation due to platform changes. The project relies on community contributions, meaning workflow quality and maintenance can vary.