update markdown

app.py

@@ -656,16 +656,24 @@ def create_demo():
         demo.load(assistant.initialize, outputs=None)
         
         gr.Markdown("""
-        # 🎯 FiftyOne AI Assistant
+        # 🚀 VoxelGPT-Mini: A FiftyOne Assistant
+
+        Your **intelligent code companion** for computer vision and machine learning workflows using FiftyOne!
         
-        Your expert guide to **FiftyOne** with Simple Hybrid Search!
+        ## ✨ Powered By Advanced AI Technology
+        - **LLM Engine**: Meta's Llama 3.2 (1B) with fine-tuned adaptation for FiftyOne expertise
+        - **Embeddings**: Qwen3 Embedding (0.6B) for precise semantic understanding
+        - **Vector DB**: Qdrant for lightning-fast similarity search
+        - **RAG System**: Hybrid retrieval combining dense vectors with keyword matching
         
-        🔍 **Features:**
-        - Dense vector search for semantic similarity
-        - Simple keyword filtering for exact matches  
-        - Optimized for ZeroGPU with efficient resource management
+        ## 💡 What Can I Help You With?
+        - Building & managing computer vision datasets
+        - Visualizing and exploring your data
+        - Running model evaluations and analyzing results
+        - Exporting datasets in various formats
+        - Writing efficient FiftyOne code for your specific needs
         
-        Ask me anything about creating datasets, visualizing data, running evaluations, and more.
+        Just ask a question to get started!
         """)
         
         with gr.Tab("💬 Chat"):