# Diagrams

TRS implements basic indexing and retrieved-augmented generation pipelines. 

<figure><img src="/files/6G3O0GFJRTcsVxTlW8Bh" alt=""><figcaption><p>Data indexing pipeline</p></figcaption></figure>

<figure><img src="/files/GMo1XHwMbEqRBTS2gXSV" alt=""><figcaption><p>Retrieval pipeline</p></figcaption></figure>

#### Planning

Planned upgrades to the pipelines include:

* Addition of summary index
  * Summarized text is stored in it's own index
  * Retrieval can query both the document and summary index then synthesize answer across both sources
* Better management of previously processed URLs


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