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Structured-QA: a Blueprint by Mozilla.ai for answering questions about structured documents.

This Blueprint demonstrates how to use open-source models and a simple LLM workflow to answer questions based on structured documents.

It is designed to showcase a simpler alternative to more complex and/or resource-demanding alternatives, such as RAG systems that rely on vector databases and/or long-context models with large token windows.

Quick-start

Get started with structured-qa using one of the options below:

Google Colab	HuggingFace Spaces	GitHub Codespaces

You can also install and use the blueprint locally:

Command Line Interface

pip install structured-qa

structured-qa \
--question "What optimizer was used to train the model?" \
--input_file "example_data/1706.03762v7.pdf" \
--output_dir "example_outputs/1706.03762v7.pdf"

Graphical Interface App

git clone https://github.com/mozilla-ai/structured-qa.git
cd structured-qa
pip install -e .

python -m streamlit run demo/app.py

License

This project is licensed under the Apache 2.0 License. See the LICENSE file for details.

Contributing

Contributions are welcome! To get started, you can check out the CONTRIBUTING.md file.