From 8307fe27fc59dcb4fa3ef8711125791e67a832e2 Mon Sep 17 00:00:00 2001
From: benWallace57 <57447358+benWallace57@users.noreply.github.com>
Date: Fri, 7 Jun 2024 11:48:16 +0000
Subject: [PATCH 1/3] "Adds skeleton page for RAG"

---
 docs/our_work/ds251_RAG.md | 34 ++++++++++++++++++++++++++++++++++
 1 file changed, 34 insertions(+)
 create mode 100644 docs/our_work/ds251_RAG.md

diff --git a/docs/our_work/ds251_RAG.md b/docs/our_work/ds251_RAG.md
new file mode 100644
index 00000000..e2233c75
--- /dev/null
+++ b/docs/our_work/ds251_RAG.md
@@ -0,0 +1,34 @@
+---
+title: 'Retrieval Augmented Generation'
+summary: 'Investigating Advanced RAG, collaborating with efforts to evaluate LLM outputs.'
+origin: ''
+tags: ['nlp','llm','genai']
+---
+[comment]: <> When making your tags, it might be handy to see a list of the tags that have already been defined. Run `python utils/list-tags.py` from the terminal to print the existing tags (assuming you are in the root directory - update the path if not). You can also run it from VS Code by opening the file and clicking the "Run" button in the top right (but you'll need to have the Python extension installed to do it this way).
+
+[comment]: <> The metadata block above is used to make the title, the tags, and the first block of "quote text" just beneath the title
+
+[comment]: <> Make a nice visual abstract for your project, or show some key result, which makes the impact of your work clear - imagine your audience is an educated observer from the health system
+[![Alt text for the image](../images/<add your age to the image folder and put the file name here>)](<add a relevant URL if you have one - people like to click images!>)
+
+[comment]: <> Add some description about your project - keep it punchy, focussing on the benefits, anything new, and only the most important parts of the methods, particularly anything which might interest people.
+
+People often have this problem - we used data science to make the solution. We worked with patient groups / clinicians /  senior decision makers to come up with a solution which use AI, etc., we were able to automate this task.
+
+## Results
+
+[comment]: <> Add some description of the key results - again keep them punchy, and in real units that people can understand if possible. This is where we get across the impact. It might be that the image describes this, in which case reference that.
+by automating the problem area described above, we were able to save £xxx / so many hours of doctor / patient / staff time. The diagram above shows how impactful this was.
+
+Output|Link
+
+[comment]: <> below you can put any relevant links through to outputs, and published code, published papers, live tools, websites, blog articles, anything which is relevant to the project.
+---|---
+Open Source Code & Documentation|[Github](#add URL)
+Case Study|
+Technical report|[e.g. biorxiv.org]()
+Algorithmic Impact Assessment|e.g. N/A
+
+When you finish creating your project page, make sure you add it into the appropriate navigation sections in the [mkdocs.yml](https://github.com/nhsengland/datascience/blob/main/mkdocs.yml) for website navigation purposes!
+
+[comment]: <> (The below header stops the title from being rendered (as mkdocs adds it to the page from the "title" attribute) - this way we can add it in the main.html, along with the summary.)
\ No newline at end of file

From aa901495c353e509eac6848e0ce2c41f484b1378 Mon Sep 17 00:00:00 2001
From: amaiaita <114224821+amaiaita@users.noreply.github.com>
Date: Fri, 7 Jun 2024 12:50:27 +0100
Subject: [PATCH 2/3] add project to mkdocs yml

---
 mkdocs.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/mkdocs.yml b/mkdocs.yml
index 5ab5da98..82885fbf 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -35,6 +35,7 @@ nav:
         - Tool to Asses Privacy Risk of Text Data - Extended: our_work/ds255_privacyfp.md
         - A&E Forecasting Tool: our_work/a_and_e_forecasting_tool.md
         - Reusable Data Validation Process: our_work/sde_data_validation.md
+        - RAG: our_work/ds_251_RAG.md
       - Past Projects: 
         - 2023:
           - AI Models for Shortlisting Interview Candidates: our_work/casestudy-recruitment-shortlisting.md

From 7e21c551354d9f81d5828e24618bdd3f98ac3dcc Mon Sep 17 00:00:00 2001
From: amaiaita <114224821+amaiaita@users.noreply.github.com>
Date: Fri, 7 Jun 2024 11:53:36 +0000
Subject: [PATCH 3/3] fix

---
 mkdocs.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/mkdocs.yml b/mkdocs.yml
index 82885fbf..38068538 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -35,7 +35,7 @@ nav:
         - Tool to Asses Privacy Risk of Text Data - Extended: our_work/ds255_privacyfp.md
         - A&E Forecasting Tool: our_work/a_and_e_forecasting_tool.md
         - Reusable Data Validation Process: our_work/sde_data_validation.md
-        - RAG: our_work/ds_251_RAG.md
+        - RAG: our_work/ds251_RAG.md
       - Past Projects: 
         - 2023:
           - AI Models for Shortlisting Interview Candidates: our_work/casestudy-recruitment-shortlisting.md