Skip to content

Latest commit

 

History

History
57 lines (38 loc) · 1.31 KB

README.md

File metadata and controls

57 lines (38 loc) · 1.31 KB
Raw

PDF Chatbot with Upstash RAGChat

This project demonstrates a PDF chatbot utilizing Upstash's RAGChat and OpenAI's GPT-4 model. The chatbot extracts text from a PDF file and uses it to answer user queries.

Features

  • Uploading PDF files and extracting text.
  • Chat interface for interacting with the extracted content.

Project Structure

  • api/chat/route.ts: Handles chat requests.
  • components/chat.tsx: Main chat interface component.
  • pages/api/pdf-extractor.ts: Extracts text from uploaded PDF files.
  • utils/rag-chat.ts: Configures RAGChat with OpenAI's GPT-4 model.

Getting Started

Prerequisites

  • npm or yarn to install dependencies
  • Upstash and OpenAI API keys

Installation

  1. Clone the repository
git clone [email protected]:upstash/chat-with-pdf.git
cd chat-with-pdf
  1. Install dependencies
npm install
  1. Create a .env file in the root directory and add your Upstash and OpenAI API keys:
OPENAI_API_KEY=your_openai_api_key
UPSTASH_VECTOR_REST_URL=your_upstash_vector_rest_url
UPSTASH_VECTOR_REST_TOKEN=your_upstash_vector_rest_token
  1. Run the development server
npm run dev

Usage

  1. Open your browser and go to http://localhost:3000.
  2. Upload a PDF file.
  3. Start chatting with the bot using the extracted content from the PDF.