update readme

math-tutor/README.md

@@ -185,6 +185,14 @@ cd math-tutor/backend
 python -m scripts.retrieval_cli query --q "Was ist eine Teilmenge?" --k 8 --expand
 ```
 
+## Generate Socratic Chats
+
+```powershell
+cd math-tutor/backend
+.\.venv\Scripts\Activate.ps1
+python -m scripts.generate_socratic_chats --source-root sources/lecture_script --output sources/inital_socratic_prompt/initial_prompts.yml
+```
+
 ## Configuration
 
 Differend Orchestrators: