# aws-samples/layout-aware-document-processing-and-retrieval-augmented-generation

<https://repo.masters-masters.com/en/repos/aws-samples/layout-aware-document-processing-and-retrieval-augmented-generation>

[Home](https://repo.masters-masters.com/en) › [aws-samples](https://repo.masters-masters.com/en/owners/aws-samples) › [layout-aware-document-processing-and-retrieval-augmented-generation](https://repo.masters-masters.com/en/repos/aws-samples/layout-aware-document-processing-and-retrieval-augmented-generation)

aws-samples/layout-aware-document-processing-and-retrieval-augmented-generation has 121 stars on GitHub. Its RepoMasters card: Prototype tier.

| Field | Value |
| --- | --- |
| Owner | [aws-samples](https://repo.masters-masters.com/en/owners/aws-samples) |
| Stars | 121 |
| Forks | 14 |
| Language | [Jupyter Notebook](https://repo.masters-masters.com/en/languages/jupyter-notebook) |
| License | MIT-0 |
| Created | 2024 |
| Topics | information-extraction, information-retrieval, llm, retrieval-augmented-generation, vector-database, vector-search |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [aws-samples/layout-aware-document-processing-and-retrieval-augmented-generation](https://github.com/aws-samples/layout-aware-document-processing-and-retrieval-augmented-generation) |

## Repository

Advanced document extraction and chunking techniques for retrieval augmented generation that is aware of the layout of documents. Increases knowledge retrieval accuracy and provides control for retrieved knowledge context management

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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