Welcome to the GitHub repository for PDF Understanding with LLMs - a cutting-edge solution powered by watsonx.ai's Large Language Models (LLMs). This repository showcases how watsonx.ai's LLMs can be leveraged to comprehend, analyze, and extract valuable information from PDF files.
The PDF Understanding use case involves deploying LLMs to tackle the complexities of PDF documents, enabling you to:
- Extract key information from PDF content.
- Summarize lengthy PDF documents into concise and coherent summaries.
- Identify and categorize important entities and topics within PDFs.
To explore the capabilities of PDF Understanding with LLMs:
- Clone this repository to your local machine.
- Refer to the provided Python script to understand how to integrate and utilize LLMs for PDF understanding.
- Experiment with your PDF documents and queries to witness the power of LLM-driven PDF analysis.
The PDF Understanding directory contains Python script demonstrating how to harness LLMs for PDF understanding. These examples serve as a foundation for incorporating the functionality into your projects.