🤖 Enhanced Model Recommendation System

This demo combines catalog models with research paper discoveries for comprehensive AI model search.

📊 Current Database:

• Catalog Models: 5 curated models
• Research Models: 215 models from recent papers
• Research Papers: 5 research papers
• Total Embeddings: 10 searchable items

Try asking for:

• "BERT models for text classification"
• "Vision-language models for robotics"
• "Transformer models under 1B parameters"
• "Diffusion models for image generation"
• "Recent papers on multimodal learning"

📈 3D Embedding Space Visualization

Explore the semantic relationships between models and research papers in 3D space. Hover over points to see details about each model or paper.

🔧 Features Demonstrated:

• Unified Search: Search across catalog models and research discoveries
• Semantic Similarity: Advanced embedding-based matching
• Research Integration: Latest models from arXiv papers
• URL Preservation: Direct links to research papers
• 3D Visualization: Explore embedding relationships in 3D space
• Multi-Source: Combines curated models with research findings