bedrock pdf context chatbot

This simple application will extract the text from a PDF file and insert it into a prompt template.
You can then query the Amazon Bedrock Fondation model (FM) with questions in regards to the content inside the PDF.

How to get started

Simply export the AWS profile you want to work with from the terminal,

export AWS_PROFILE="profile_name"

You can change the pdf file you want to work with here

formatted_text = re.sub(r"[^a-zA-Z0-9 \n\.]", "", convert_pdf_to_txt("test.pdf"))

Install the dependencies, it is recommended to do this in a virtual environment.

pip install -r requirements.txt