DocsGPT

Ahsan Umar

AI Agent Developer

Software Engineer

AI Developer

Python

PyTorch

DocsGPT 🔥

🚀Your Intelligent Documentation Assistant

DocsGPT is a cutting-edge documentation search and exploration tool that combines the power of LangChain and GPT technology to provide precise, context-aware answers from your documentation.

✨ Features

🔍 Intelligent Search: Natural language processing for intuitive documentation queries

🤖 LangChain Integration: Advanced query processing and context understanding

📚 Smart Content Processing: Efficient document aggregation and vector embeddings

🎯 Precise Results: GPT-enhanced result refinement and summarization

💻 Modern UI: Responsive React-based interface with smooth animations

🌐 Cross-Platform: Works with various documentation formats and sources

🏗️ Architecture

DocsGPT utilizes a sophisticated architecture consisting of:

User Interface Layer

React + Tailwind CSS frontend

Framer Motion animations

Responsive design

API Layer

FastAPI backend

Request handling and authentication

API endpoint management

Processing Layer

LangChain Orchestrator

Document processing pipeline

Vector embedding generation

Storage Layer

Vector database integration

Efficient document indexing

Fast retrieval system

🚀 Getting Started

Prerequisites

Node.js (v14 or higher)

Python 3.8+

pip

Installation

Clone the repository:

Install frontend dependencies:

Install backend dependencies:

Start the development servers:

🛠️ Development

Frontend Structure

frontend/
├── src/
│   ├── components/     # React components
│   ├── assets/        # Images and static files
│   ├── styles/        # CSS and styling
│   └── App.jsx        # Main application component

Key Technologies

Frontend:

React

Tailwind CSS

Framer Motion

React Router

Backend:

FastAPI

LangChain

Vector Embeddings

GPT Integration

🤝 Contributing

We welcome contributions! Please follow these steps:

Fork the repository

Create a feature branch

Commit your changes

Push to the branch

Submit a pull request

📫 Get in Touch

LinkedIn: Codewithdark

Email: Codewithdark

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.

Built with ❤️ by the Dark Coder team

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Posted Feb 4, 2025

DocsGPT is an open-source project designed to help developers and users navigate and understand documentation more efficiently. It integrates natural language …

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