Update README.md

README.md

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 # Agentic Geo: AI-Powered Geological Drillhole Analysis
 
+Video Demonstration: https://drive.google.com/file/d/15A7LNl2ON4YimiAMcc_ihxkxTGfNIFR1/view?usp=sharing
+
 Ever stared at endless spreadsheets of drilling data wondering where to start and how to make sense of it all? As geologists, we spend countless hours trying to understand our deposits, constantly returning to our data with new questions and hypotheses. The challenge? Most software packages require significant data formatting before you can even begin your analysis.
 
 **Agentic Geo** transforms this workflow entirely. This powerful web application acts as your "agentic geologist," capable of ingesting, processing, analysing, and interpreting standard geological datasets in moments. Built to bridge the gap between raw data and geological understanding, it automates the tedious parts so you can focus on interpretation.
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 *   **Australian State Survey Compatibility**: Direct handling of typical CSV files and standard drilling data formats supplied to Australian State Geological Surveys
 
 ### 🧠 AI-Powered Analysis
-*   **Automated Geological Interpretation**: Powered by `DeepSeakR1` for geological insights
+*   **Automated Geological Interpretation**: Powered by `DeepSeakV3` for geological insights
 *   **Conversational Data Exploration**: Ask follow-up questions about your data in natural language
 *   **Explainable Machine Learning**: Understand the drivers of mineralisation in your deposits
 
@@ -124,7 +126,7 @@ Geochemical clustering provides rapid, objective identification of major rock ty
 ## 🛠️ Technical Stack
 
 *   **Backend**: Python, Gradio, Pandas, Scikit-learn, Plotly
-*   **AI Integration**: DeepSeak R1
+*   **AI Integration**: DeepSeak V3
 
 ## 📜 Licence