README.md

---
title: QueryHarbor
emoji: 📚
short_description: AI-powered document insights at your fingertips.
sdk: gradio
sdk_version: 4.40.0
---


# PDF Insight AI

**Query Harbor**, An AI-powered tool that allows users to upload PDF documents and ask questions about their content. Using advanced natural language processing, it provides quick, accurate answers, streamlining document analysis for professionals and researchers across various fields.

## Features

- PDF upload and processing
- AI-driven question answering
- User-friendly interface

## Installation

1. Clone the repository:
   ```
   git clone https://github.com/rishhongit/QueryHarbor.git
   cd QueryHarbor
   ```

2. Install dependencies:
   ```
   pip install -r requirements.txt
   ```

3. Set up AI21 API key:
   Create a `.env` file and add:
   ```
   AI21_API_KEY=your_api_key_here
   ```

## Usage

1. Run the app:
   ```
   python app.py
   ```

2. Open the provided URL in your browser.

3. Upload a PDF and ask questions.

## Technologies

- Gradio
- LangChain
- AI21
- PyPDF2
- Sentence Transformers
- Chroma

## Contributing

Contributions welcome. Please submit a Pull Request.