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PDF Chatbot is a Streamlit web application that leverages NLP techniques to enable users to interactively ask questions based on the content of uploaded PDF files. The chatbot utilizes Google's Generative AI models and LangChain libraries for efficient document processing and question answering. Simply upload your PDF file and start querying!

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hardiksyal/gemini_pdf_bot

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gemini_pdf_bot

PDF Chatbot is a Streamlit web application that allows users to interactively ask questions based on the content of uploaded PDF files. The chatbot utilizes language models and question-answering techniques to provide responses to user queries.

Table of Contents

Dependencies

The project relies on the following dependencies:

• Streamlit: A Python library for building interactive web applications.
• PyPDF2: A library for reading and manipulating PDF files.
• LangChain: A library for natural language processing tasks, including text splitting, document loading, and question answering.
• Google Generative AI: A library for accessing Google's Generative AI models.
• dotenv: A Python library for reading environment variables from .env files.

Installation

1. Clone the repository:

git clone https://github.com/hardiksyal/gemini_pdf_bot.git

cd gemini_pdf_bot

pip install -r requirements.txt

GOOGLE_API_KEY="your-google-api-key" 

Make sure to replace your-google-api-key with your actual Google API key.

Usage

To run the PDF Chatbot web application, execute the following command:

streamlit run app.py

This will start the Streamlit server, and you can access the application in your web browser.

About

PDF Chatbot is a Streamlit web application that leverages NLP techniques to enable users to interactively ask questions based on the content of uploaded PDF files. The chatbot utilizes Google's Generative AI models and LangChain libraries for efficient document processing and question answering. Simply upload your PDF file and start querying!