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9 | 9 | </picture>
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10 | 10 | </p>
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11 | 11 |
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12 |
| -# Structured-QA: a Blueprint by Mozilla.ai for answering questions about structured documents. |
13 |
| - |
| 12 | +<div align="center"> |
14 | 13 |
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15 |
| -[](https://discord.gg/YuMNeuKStr) |
| 14 | + |
| 15 | +[](https://github.com/ggml-org/llama.cpp) |
| 16 | +[](https://pymupdf.readthedocs.io/en/latest/pymupdf4llm/index.html) |
| 17 | +[](LICENSE) |
| 18 | +[](https://discord.gg/YuMNeuKStr) <br> |
16 | 19 | [](https://github.com/mozilla-ai/structured-qa/actions/workflows/docs.yaml/)
|
17 | 20 | [](https://github.com/mozilla-ai/structured-qa/actions/workflows/tests.yaml/)
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18 | 21 | [](https://github.com/mozilla-ai/structured-qa/actions/workflows/lint.yaml/)
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19 | 22 |
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| 23 | +[Blueprints Hub](https://developer-hub.mozilla.ai/) |
| 24 | +| [Documentation](https://mozilla-ai.github.io/structured-qa/) |
| 25 | +| [Getting Started](https://mozilla-ai.github.io/structured-qa/getting-started/) |
| 26 | +| [Contributing](CONTRIBUTING.md) |
20 | 27 |
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21 |
| -This Blueprint demonstrates how to use open-source models and a simple LLM workflow to answer questions based on structured documents. |
22 |
| - |
23 |
| -It is designed to showcase a simpler alternative to more complex and/or resource demanding alternatives, such as RAG systems that rely on vectorDBs and/or long-context models with large token windows. |
| 28 | +</div> |
24 | 29 |
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25 |
| -<img src="./images/structured-qa-diagram.png" width="1200" alt="structure-qa Diagram" /> |
| 30 | +# Structured-QA: a Blueprint by Mozilla.ai for answering questions about structured documents. |
26 | 31 |
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27 |
| -📘 To explore this project further and discover other Blueprints, visit the [**Blueprints Hub**](https://developer-hub.mozilla.ai/blueprints/query-structured-documents-using-a-lightweight-llm-workflow). |
| 32 | +This Blueprint demonstrates how to use open-source models and a simple LLM workflow to answer questions based on structured documents. |
28 | 33 |
|
| 34 | +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. |
29 | 35 |
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30 |
| -### 👉 📖 For more detailed guidance on using this project, please visit our [Docs here](https://mozilla-ai.github.io/structured-qa/). |
| 36 | +<img src="./images/structured-qa-diagram.png" width="1200" alt="Structured QA Diagram" /> |
31 | 37 |
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32 | 38 |
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33 | 39 | ## Quick-start
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