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PDFQueryLangChain

Overview

PDFQueryLangChain is a cutting-edge solution designed to revolutionize the way users interact with PDF documents, specifically focusing on the Amazon Bedrock user guide. By leveraging the power of LangChain and OpenAI, this project enables sophisticated querying capabilities, allowing users to extract valuable insights and answers directly from the PDF content.

Key Features

  • Advanced PDF Querying: Utilize natural language queries to find precise information within the Amazon Bedrock user guide.
  • Text Extraction and Processing: Automatically extracts and processes text from the PDF for seamless interaction.
  • Intelligent Response Generation: Leverages OpenAI's powerful models via LangChain to generate insightful and accurate responses to user queries.

Getting Started

Prerequisites

  • Python 3.8+
  • OpenAI API key

Usage

To start querying the Amazon Bedrock user guide:

  • Place the PDF file in the designated project directory.
  • Run the provided notebook to preprocess the PDF and initialize the system.
  • Use the interface to submit queries and receive answers based on the content of the Amazon Bedrock user guide.