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Dify Agents

A collection of AI agents built on Dify, an open-source LLM application development platform. This repository contains ready-to-use Dify DSL configuration files (.yml) that can be directly imported into your Dify workspace.

Agents Overview

Agent Type Model Description
JMP Statistical Course Assistant Chatflow (RAG) Qwen 3.5 Plus RAG-based statistical analysis assistant powered by STIPS course knowledge
Dify Doubao TTS Workflow Workflow Doubao TTS Doubao-powered TTS workflow with batch generation support

Statistical Agent

JMP Statistical Course Assistant — an RAG-based intelligent assistant for statistical analysis, built on the STIPS (Statistical Thinking for Industrial Problem Solving) online course content.

Demo Video

JMP Statistical Course Assistant Demo

Online Demo

JMP Statistical Course Assistant - Dify

Dify Doubao TTS

Dify Doubao TTS Workflow — a text-to-speech workflow powered by Bytedance's Doubao TTS model. Supports both Chinese and English, outputs MP3 format audio.

Features

  • Doubao TTS engine with multiple voice styles
  • Configurable speech parameters (speed, volume, pitch)
  • Supports both Chinese and English text
  • MP3 audio output

Demo Video

Dify Doubao TTS Workflow Demo

Online Demo

Dify Doubao TTS Workflow - Dify

Project Structure

Dify_Agents/
├── Readme.md
├── Statistical_Agent/
│   └── JMP Statistical Course Assistant.yml
└── Dify_Doubao_TTS/
    └── Dify_Doubao_TTS_Workflow.yml

How to Use

  1. Log in to your Dify workspace
  2. Navigate to Studio and click Import DSL File
  3. Upload the desired .yml file from this repository
  4. Configure API keys for the required model providers (Tongyi for Statistical Agent, Bytedance/Doubao for TTS Workflow)
  5. For the Statistical Agent, upload your own knowledge base documents or connect to an existing knowledge base

Note: The knowledge base data used by the Statistical Agent is not included in this repository. You will need to prepare and upload your own STIPS course materials or relevant statistical analysis documents.

Requirements

  • Dify v0.6.0 or later
  • Model Providers: Tongyi, Bytedance/Doubao
  • Plugins: langgenius/tongyi, yuan/doubao_tts (installed from Dify Marketplace)

License

This project is open-sourced for learning and reference purposes.

Author

Joyce Pan — Data and AI Driven Solutions

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