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Dify: AI-Native LLMOps Platform

Overview

Welcome to Dify, an easy-to-use LLMOps (Low-Code/No-Code Machine Learning Operations) platform that empowers individuals to create sustainable, AI-native applications effortlessly. Dify comes equipped with visual orchestration for various application types, offering out-of-the-box, ready-to-use applications that can also function as Backend-as-a-Service APIs.

Features

  • Visual Orchestration: Seamlessly design and orchestrate AI-native applications with an intuitive visual interface.

  • Ready-to-Use Applications: Leverage pre-built applications for quick deployment, saving time and effort in development.

  • Backend-as-a-Service APIs: Transform your applications into powerful Backend-as-a-Service APIs effortlessly.

  • Unified Development Process: Simplify your development process with a single API for plugins and datasets integration.

  • Streamlined Operations: Manage your engineering, visualize analytics, and implement continuous improvements through a unified interface.

Chatbot for Web Development and Frontend Skills Interview Preparation

As part of Dify's capabilities, a specialized chatbot has been created to assist you in preparing for web development and frontend skills interviews. This interactive tool is designed to guide you through the interview process, offering valuable insights and support.

Tech Stack

  • JavaScript (JS): The foundation for dynamic and interactive features.

  • TypeScript: Enhancing code maintainability and scalability.

  • CSS: Styling to create an appealing and user-friendly interface.

  • API Integration: Seamless integration with external services for enhanced functionality.

Getting Started

  1. Clone the Repository:

    https://github.com/Chanchal-D/Dify.git

  2. Install Dependencies:

    npm install

  3. Run the Application:

    npm start

  4. Access: Open your web browser and navigate to http://localhost:3000

Highlighted Features

1. LLMs support: Choose capabilities based on different models when building your Dify AI apps. Dify is compatible with Langchain, meaning it will support various LLMs. Currently supported:

  • OpenAI: GPT4, GPT3.5-turbo, GPT3.5-turbo-16k, text-davinci-003
  • Azure OpenAI Service

Lint Code

If your IDE is VSCode, rename web/.vscode/settings.example.json to web/.vscode/settings.json for the lint code setting.

Documentation

Visit readme to view the full documentation.