unit 1 and 2 + data

Author: alexeygrigorev

01-intro/README.md

@@ -1 +1,28 @@
-TBA. Come back soon!
+# Module 1: Introduction
+ 
+In this module, we will learn what LLM and RAG are and
+implement a simple RAG pipeline to answer questions about 
+the FAQ Documents from our Zoomcamp courses
+
+What we will do: 
+
+* Index Zoomcamp FAQ documents
+    * DE Zoomcamp: https://docs.google.com/document/d/19bnYs80DwuUimHM65UV3sylsCn2j1vziPOwzBwQrebw/edit
+    * ML Zoomcamp: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit
+    * MLOps Zoomcamp: https://docs.google.com/document/d/12TlBfhIiKtyBv8RnsoJR6F72bkPDGEvPOItJIxaEzE0/edit
+* Create a Q&A system for answering questions about these documents 
+
+## 1.1 Introduction
+
+Video
+
+* LLM
+* RAG
+* RAG architecture
+* Course outcome
+
+
+## 1.2 Preparing the Environment
+
+Video - codespaces
+