Personal · agent · Personal build
ITS Curio
Share a reel to a DM thread and get it back later by describing it in plain language.
LangGraphClaudeFastAPI
context
Personal project
The problem
Saved reels disappear into a list nobody searches. Finding one again means scrolling for minutes.
What I built
- An agent that lives inside an Instagram DM thread.
- Each shared reel is enriched with its caption, a Whisper transcript and sparse-frame vision, then summarized and tagged.
- Plain-language requests find saved reels again.
- Built on LangGraph with Claude, FastAPI and PostgreSQL.
How it works
Send a reel to the bot in a DM.
Impact
- Turns a passive saved list into something you can search.
What I learned
Agents need a clear state machine. LangGraph made each step of enrichment and recall easy to reason about.