From 195611a5435989559310321f52a371fbbfde1f66 Mon Sep 17 00:00:00 2001
From: benwallace2nhs <159021379+benwallace2nhs@users.noreply.github.com>
Date: Tue, 17 Sep 2024 09:57:59 +0100
Subject: [PATCH 1/4] Update ds251_RAG.md

---
 docs/our_work/ds251_RAG.md | 16 ++++++++++++++--
 1 file changed, 14 insertions(+), 2 deletions(-)

diff --git a/docs/our_work/ds251_RAG.md b/docs/our_work/ds251_RAG.md
index 307470bd..6873731b 100644
--- a/docs/our_work/ds251_RAG.md
+++ b/docs/our_work/ds251_RAG.md
@@ -5,7 +5,19 @@ origin: ''
 tags: ['NLP','LLM','GENAI']
 ---
 
-## PLACEHOLDER PAGE - CONTENT COMING SOON!
+
+![Stop lying to me Chat GPT Haca Poster](https://github.com/user-attachments/assets/89298bcc-370c-473c-b130-29239ac46c74)
+
+
+See our RAG Demos and discussions here 
+https://github.com/nhsengland/ds_251_RAG
+
+
+Headlines: 
+- LLMs produce more relevant and accurate content when given key information in the context window. 
+- All RAG techniques seek to utilise this strength of LLMs by maximising the use of the context window. 
+- Modern LLM systems will involve many RAG techniques, often coming as standard in AI development architectures.
+
 
 [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 327bc8b01ec2a4fe4576b3cf61a5ef500d1a2285 Mon Sep 17 00:00:00 2001
From: benwallace2nhs <159021379+benwallace2nhs@users.noreply.github.com>
Date: Tue, 17 Sep 2024 09:08:18 +0000
Subject: [PATCH 2/4] adds link and bullets

---
 docs/our_work/ds251_RAG.md | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/docs/our_work/ds251_RAG.md b/docs/our_work/ds251_RAG.md
index 6873731b..475a047c 100644
--- a/docs/our_work/ds251_RAG.md
+++ b/docs/our_work/ds251_RAG.md
@@ -9,11 +9,10 @@ tags: ['NLP','LLM','GENAI']
 ![Stop lying to me Chat GPT Haca Poster](https://github.com/user-attachments/assets/89298bcc-370c-473c-b130-29239ac46c74)
 
 
-See our RAG Demos and discussions here 
-https://github.com/nhsengland/ds_251_RAG
+See our RAG Demos and discussions [here](https://github.com/nhsengland/ds_251_RAG)
 
 
-Headlines: 
+## Headlines: 
 - LLMs produce more relevant and accurate content when given key information in the context window. 
 - All RAG techniques seek to utilise this strength of LLMs by maximising the use of the context window. 
 - Modern LLM systems will involve many RAG techniques, often coming as standard in AI development architectures.

From 632c3ceeb00b1e013a94e533b341453ca3a85ae4 Mon Sep 17 00:00:00 2001
From: benwallace2nhs <159021379+benwallace2nhs@users.noreply.github.com>
Date: Thu, 19 Sep 2024 08:22:12 +0000
Subject: [PATCH 3/4] better quality image

---
 docs/our_work/ds251_RAG.md | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/docs/our_work/ds251_RAG.md b/docs/our_work/ds251_RAG.md
index 475a047c..6b0722f5 100644
--- a/docs/our_work/ds251_RAG.md
+++ b/docs/our_work/ds251_RAG.md
@@ -6,10 +6,8 @@ tags: ['NLP','LLM','GENAI']
 ---
 
 
-![Stop lying to me Chat GPT Haca Poster](https://github.com/user-attachments/assets/89298bcc-370c-473c-b130-29239ac46c74)
 
-
-See our RAG Demos and discussions [here](https://github.com/nhsengland/ds_251_RAG)
+![Stop lying to me Chat GPT Haca Poster](https://github.com/user-attachments/assets/52cc653c-db42-42de-a4bd-76c0fd42c83f)
 
 
 ## Headlines: 

From 18fa1b7b9f369702a4bd499a0882078dfaff61ac Mon Sep 17 00:00:00 2001
From: amaiaita <114224821+amaiaita@users.noreply.github.com>
Date: Fri, 20 Sep 2024 09:31:16 +0100
Subject: [PATCH 4/4] add back removed by mistake

---
 docs/our_work/ds251_RAG.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/docs/our_work/ds251_RAG.md b/docs/our_work/ds251_RAG.md
index 6b0722f5..c1390831 100644
--- a/docs/our_work/ds251_RAG.md
+++ b/docs/our_work/ds251_RAG.md
@@ -9,6 +9,8 @@ tags: ['NLP','LLM','GENAI']
 
 ![Stop lying to me Chat GPT Haca Poster](https://github.com/user-attachments/assets/52cc653c-db42-42de-a4bd-76c0fd42c83f)
 
+See our RAG Demos and discussions [here](https://github.com/nhsengland/ds_251_RAG)
+
 
 ## Headlines: 
 - LLMs produce more relevant and accurate content when given key information in the context window.