Build a document-based question answering system by using Docling with Granite 3.1
This tutorial guides users through setting up a local document-based question and answering system using IBM's Docling and Granite 3.1 model, with step-by-step instructions and code available on GitHub.
MAIN POINTS FROM TRANSCRIPT
- The tutorial uses IBM's Docling and Granite 3.1 model for document conversion and processing.
- Ollama is required to run the Granite 3.1 model locally on your machine.
- The process involves six steps, including environment setup and creating a question-answering interface.
- The tutorial demonstrates converting a PDF to Markdown using Docling for better processing.
TAKEAWAYS
- Follow the tutorial step-by-step to understand each part of the system setup.
- The tutorial's code is accessible on GitHub for practical implementation.
- Docling efficiently converts documents to Markdown, aiding in processing large texts.
- The system leverages Granite 3.1's large context window for effective question answering.