Replace all kit links with mkdocs buttons linking to improvingrag.com enrollment page

Author: jxnl

README.md

@@ -229,7 +229,7 @@ This is educational material for the "Systematically Improving RAG Applications"
 
 Want to learn more about RAG? Take our free email course and get the latest news and information about RAG techniques and best practices.
 
-[**Sign up for the free RAG Crash Course →**](https://fivesixseven.ck.page/rag-crash-course)
+[**Sign up for the free RAG Crash Course →**](https://fivesixseven.ck.page/rag-crash-course){ .md-button .md-button--primary }
 
 ---
 

cohort_1/README.md

@@ -4,4 +4,10 @@
 
 IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
 
+[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
+
+---
+
+IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
+
 <script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_1/week1_bootstrap_evals/README.md

@@ -12,4 +12,10 @@ Finally, we calculate metrics on these questions in `metrics.ipynb`. This uses a
 
 IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
 
+[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
+
+---
+
+IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
+
 <script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_1/week2_question_classification/classify_with_yaml/readme.md

@@ -32,4 +32,10 @@ The `RAGClassifier` is a classifier that uses a retreival model to classify user
 
 IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
 
+[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
+
+---
+
+IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
+
 <script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_1/week2_question_classification/example_notebook/README.md

@@ -10,4 +10,10 @@ Because you'll want data when first exploring this code, the notebook uses synth
 
 IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
 
+[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
+
+---
+
+IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
+
 <script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_1/week3_seperate_indices/README.md

@@ -6,4 +6,10 @@ It continues the example of a hardware retailer building a system to answer user
 
 IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
 
+[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
+
+---
+
+IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
+
 <script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_1/week4_routing/README.md

@@ -8,4 +8,10 @@ This directory shows how to test whether we are retrieving the correct tools. It
 
 IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
 
+[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
+
+---
+
+IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
+
 <script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_1/week5_fine_tuning/README.md

@@ -12,4 +12,10 @@ The key files in this directory are:
 
 IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
 
+[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
+
+---
+
+IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
+
 <script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_2/README.md

@@ -178,4 +178,10 @@ Want to learn more about RAG? Take our free email course and get the latest news
 
 IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
 
+[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
+
+---
+
+IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
+
 <script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>

cohort_2/office-hours/README.md

@@ -127,4 +127,10 @@ The script handles various transcript file formats and naming patterns, includin
 
 IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
 
+[Enroll in the Free 6-Day Email Course](https://improvingrag.com/){ .md-button .md-button--primary }
+
+---
+
+IF you want to get discounts and 6 day email source on the topic make sure to subscribe to
+
 <script async data-uid="010fd9b52b" src="https://fivesixseven.kit.com/010fd9b52b/index.js"></script>