Can I use this for knowledge base management?

Yes, the skill supports creating, listing, and querying knowledge bases. These operations typically require a separate Dataset API key generated from the Dify Knowledge page.

How do I authenticate the Dify skill?

You must export your Dify application's API key as the DIFY_TOKEN environment variable. Note that each application requires its own specific key starting with 'app-'.

What are the requirements for uploading files?

You can upload files using the /files/upload endpoint. The returned file ID can then be used in the 'files' array of a chat message request to provide context to the AI.

How do I maintain a conversation history?

To continue an existing conversation, you must capture the 'conversation_id' from a previous response and include it in your next chat-message request.

Does it support streaming responses?

Yes, the skill can handle both 'blocking' and 'streaming' response modes for workflows and chat messages, using Server-Sent Events (SSE) for the latter.

Dify API Integration

Name: Dify API Integration
Author: vm0-ai

byvm0-ai

•

Data Science & ML

Automates interactions with the Dify platform to build, manage, and execute AI-powered workflows and LLM applications.

This skill empowers Claude to interact directly with Dify’s robust REST API, enabling the seamless execution of complex AI workflows, multi-turn chatbot conversations, and high-volume text generation. It provides comprehensive support for managing knowledge bases, uploading documents for Retrieval-Augmented Generation (RAG), and retrieving application metadata. It is an essential tool for developers looking to integrate Dify's sophisticated LLM orchestration features directly into their development environment, allowing for rapid testing and automation of AI-driven business logic.

Key Features

01Integrated file upload capabilities for RAG and vision-based AI tasks

02Execute and monitor complex AI workflows with custom input variables

03Full knowledge base management including document indexing and semantic retrieval

04Support for both blocking and streaming response modes for real-time interactions

05Manage multi-turn chatbot conversations with persistent session IDs

0653 GitHub stars

Use Cases

01Automating the testing and validation of Dify-based AI workflows

02Building command-line interfaces to interact with custom Dify chatbots

03Programmatically managing and updating RAG datasets and knowledge bases

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add vm0-ai/vm0-skills dify

For use in Claude.ai and ChatGPT