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SamHollings authored Feb 5, 2024
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:exclamation: Warning: this repository may contain references internal to NHS England that cannot be accessed publicly

> Describe your project in 1-3 sentences.
This project aims to explore the potential uses and efficacy of "Retrieval Augmented Generation" (RAG) within NHS England.

A template Python repository that can be adapted for RAP projects.
This will principally involve:

_A **repository** is something that contains all of your project's files and and each file's revision history._

## Link to publication

> Include a link to where your publication is published.
* [x] **WP1**: Making a simple RAG pipeline -> [here](dev.ipynb)
* [ ] **WP2**: Make reusable current code
* [ ] **WP3**: Methodology exploration - how to take RAG further
* [ ] **WP4**: Evaluation
* [ ] **WP5**: Explainer

## Contact
**This repository is maintained by NHS England Data Science Team**.
Expand All @@ -28,6 +28,32 @@ You can learn more about project structure and why it's important in the ['proje

_You can edit any part of this document. The licence section **must be edited** before publishing this repository publicly. For more information about publishing your project please see the ['how to publish your code in the open' guide](https://nhsdigital.github.io/rap-community-of-practice/implementing_RAP/how-to-publish-your-code-in-the-open/)._

### WP1: Make a simple RAP pipeline

* We need to make a simple RAP pipeline to use to explore this technique
* It doesn't need to be that complex - but we do need to be able to turn the "RAG" component on or off - so we can test what effect it has.

The basic structure is described below:

```mermaid
graph
A[Hard] -->|Text| B(Round)
B --> C{Decision}
C -->|One| D[Result 1]
C -->|Two| E[Result 2]
```

### WP2: Make current code reusable

### WP3: Methodology exploration

### WP4: Evaluation

### WP5: Explainer

* make resources which explan this

## Prerequisites

> If applicable, list the items a user needs to be able to use your repository, such as a certain version of a programming language. It can be useful to link to documentation on how to install these items.
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