Merge pull request #5 from jvachier/jvachier-patch-1

Add RAG Interface demo section to README

Author: jvachier

README.md

@@ -15,6 +15,14 @@ A production-ready AI-powered system for automatically generating well-structure
 
 **Supported LLM Providers:** Claude (Anthropic), OpenAI (GPT-4/GPT-4o), Google Gemini, and more.
 
+## RAG Interface in Action
+
+https://github.com/user-attachments/assets/8dd9d6d7-df41-456f-a8c3-a174f91da95e
+
+*Watch a live demo of the Scientific Literature RAG in action*
+
+
+
 ## Features
 
 - **Multi-Provider LLM Support**: Use Claude, OpenAI, Google Gemini, or other compatible models
@@ -729,4 +737,4 @@ If you use this tool in your research, please cite:
 
 **GitHub:** [@jvachier](https://github.com/jvachier)
 
-For questions or issues, please use the [GitHub issue tracker](https://github.com/jvachier/scientific-literature-rag/issues).
+For questions or issues, please use the [GitHub issue tracker](https://github.com/jvachier/scientific-literature-rag/issues).