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Chat With PDFs

Chat With PDFs is a simple application that allows you to upload a PDF and ask questions about its content. It uses the OpenAI API to understand your questions and find the answers in the text of the PDF.

Features

  • PDF Upload: You can upload a PDF file to the application.
  • Text Extraction: The application extracts the text from the uploaded PDF.
  • Question Answering: You can ask questions about the content of the PDF, and the application will find the answers in the text.

Usage

When you run the application, you will see an interface where you can upload a PDF file. After uploading the file, you can enter a question in the text input field. The application will then search the text of the PDF for the answer to your question and display the answer.

Dependencies

The application depends on several Python libraries, including:

  • python-dotenv for loading environment variables.
  • streamlit for creating the application interface.
  • PyPDF2 for reading PDF files.
  • langchain for text splitting, embeddings, vector stores, and question answering.

Please see the requirements.txt file for the exact versions of these dependencies.

Installation

To install the application, first clone this repository:

git clone https://github.com/samz905/chat-with-pdfs.git

Then, navigate to the project directory and install the dependencies:

cd ask-your-pdf
pip install -r requirements.txt

Finally, run the application:

streamlit run main.py

License

This project is licensed under the terms of the MIT license.