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docs(readme): add diagram to the readme (#107)
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timonv authored Jun 29, 2024
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6 changes: 6 additions & 0 deletions README.md
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Expand Up @@ -67,6 +67,12 @@ Blazing fast data pipelines for Retrieval Augmented Generation written in Rust

**Swiftide** is a straightforward, easy-to-use, easy-to-extend asynchronous data ingestion and processing library. It is designed to be used in a RAG (Retrieval Augmented Generation) system. It is built to be fast and efficient, with a focus on parallel processing and asynchronous operations.

<div align="center">
<a href="https://github.com/bosun-ai/swiftide">
<img src="https://github.com/bosun-ai/swiftide/blob/master/images/rag-dark.svg" alt="RAG" width="100%" >
</a>
</div>

While working with other Python-based tooling, frustrations arose around performance, stability, and ease of use. Thus, Swiftide was born. Ingestion performance went from multiple tens of minutes to a few seconds.

Part of the [bosun.ai](https://bosun.ai) project. An upcoming platform for autonomous code improvement.
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