- Add crypto_realtime.py with get_live_token_price and get_live_token_data tools
- Register real-time tools in registry.py (no dependencies required)
- Export tool factories in __init__.py
- Create LiveTokenPriceToolUI component for real-time price display
- Create LiveTokenDataToolUI component for comprehensive market data
- Register tool-ui components in new-chat page
Hybrid Architecture:
- RAG (search_knowledge_base): Historical context, trends from indexed data
- Real-time tools: Current prices, live market data via direct API calls
- AI agent decides which to use based on query intent
