TODO.md

AKBS TODO List

In Progress

• Document integration steps
• Test retrieval performance under load

Next Up (Priority Order)

1. Create interface.py in AquaponicAISystem
2. Add /api/knowledge/query endpoint
3. Update dashboard with "Get Info" buttons
4. Test end-to-end: sensor → query → display

Future Features

• "Ask AI" button (optional LLM)
• Query caching for common questions
• Historical query logging
• User feedback on answer quality

Ideas / Research

• Consider running Ollama on Mac for speed
• Explore WebSocket for streaming LLM responses
• Add query analytics dashboard