# IndieDev

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [vinodh velayudhan](https://cerebralvalley.ai/u/vinodvv)
- **GitHub:** https://github.com/vinodvv2023/reel2AIcart
- **Demo video:** https://youtube.com/shorts/J8K5vZHv-4o?feature=share
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1781

Reel2AICart — From Reel to AI Cart in one click. Shoppable Video + Agent-Ready Commerce for Shopify.

Problem: 90% of product discovery happens on Reels/video, but Shopify PDPs can't answer "what gown was at 0:08 in that video?" — shoppers drop off, merchants lose impulse buys.

Solution: Reel2AICart turns every Reel/product video into shoppable, agent-queryable commerce:
- Instagram Graph API pulls Reels, Shopify webhooks fire on product create/update
- Modal A10G worker enriches ONCE per video: Muse Spark vision tags products/scene/timeline (0s, 8s, 15s + sku_hint + PDP URL), embedding + summary cached in Neon pgvector (video_cache <20ms, video_embeddings)
- Storefront + agents query without vision cost: MCP tools `search_products` (vector-ranked) + `get_video_summary`, and an agentic chat (/agent Ask/Search) with Muse Spark tool-calling that answers with real product names + PDP links, never hallucinates prices.

Live: Shopify embedded app (Remix/Vercel) + Theme App Extension shoppable widget + MCP endpoint + Modal ingest. Online path is $0/vision call vs $0.30 enrich-once.

## More from Meta Global AI Developer Hackathon

- [Fingerpost](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1778)
- [Mahesh_Paul](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1779)
- [The Efficient builder](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1780)
- [Heimdall](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1782)
- [Evans Mgode](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1783)
- [DecideOnce](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1784)

---

Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1781. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt