README.md

metadata

language: en
tags:
  - chatbot
  - conversational-ai
  - pdf
  - document-retrieval
  - openai
  - langchain

ChatWithYourPDF_Bot

ChatWithYourPDF_Bot is a conversational AI model designed to interact with users and answer questions based on the content of PDF documents. This model is built using the langchain library and OpenAI's GPT-3.5-turbo language model.

Model Description

The ChatWithYourPDF_Bot allows users to upload PDF files and then queries the content of these files to provide relevant answers. The model can handle various questions about the content of the PDF and provides conversational responses.

Features

• PDF Upload: Users can upload PDF files to be processed.
• Conversational AI: Provides answers based on the content of the uploaded PDF.
• Document Retrieval: Retrieves relevant sections from the document based on user queries.

How It Works

1. PDF Upload: Users upload a PDF file through the application interface.
2. Document Processing: The application processes the PDF, splits it into manageable chunks, and creates an embedded vector database.
3. Query Handling: Users enter questions, which are then processed by the GPT-3.5-turbo model to generate responses based on the document's content.
4. Response Generation: The model generates and returns relevant answers based on the query and the document's content.

Usage

1. Installation: Ensure you have Python 3.8+ installed and then install the required packages:

   pip install langchain openai pypdf panel