Compass

Inspiration

AABW is 2,000 builders, 5 days, 3+ venues, 30+ workshops with limited seats, plus a flood of perks and deadlines. Everyone keeps asking: where am I supposed to be right now, and am I missing something better? Compass removes that anxiety with an agent that has your back all week.

What it does

Upload your CV and a Bedrock agent extracts your skills, interests, and goals, then plans your conflict-free, travel-aware week. NOW/NEXT/DON'T-MISS tells you what to do now and exactly when to leave for the next session (it knows travel time between venues). Ask Compass answers any question by calling tools against the live schedule. It surfaces perks to claim and key dates, and exports your plan to your calendar.

How we built it

FastAPI backend, vanilla JS + Tailwind frontend, deployed on AWS EC2 behind nginx with Let's Encrypt HTTPS. The agent is Amazon Bedrock (Claude 3.5 Haiku) via the Converse API with tool use, running a multi-turn loop with a visible trace. The scheduler is deterministic constraint-solving exposed as one of the agent's tools.

Agentic AI

Amazon Bedrock Claude 3.5 Haiku, Converse API, tool-use loop. Tools: build_plan, now_next, search_sessions, find_mentors, find_perks. The model plans across turns, calls tools, observes results, and answers. A deterministic fallback runs the same tools if Bedrock is down.

What's next

Live seat counts via the organizer data hook, a Discord entry point, and CV-embedding teammate matching.

Built With

• amazon-bedrock
• amazon-web-services
• ec2
• fastapi
• javascript
• nginx
• pypdf
• python
• tailwindcss