Uppgraderingspaket
AI price matching for PC hardware, with RAG chat search over scraped products.
- Owner, end to end
- 2025–now
- AI
- Live site
Price matching
My role
It is my own product. I build and run all of it.
Decisions
Uppgraderingspaket is an AI price matching service for PC hardware, built as a RAG pipeline in three steps:
- Scrape. An Inngest job scrapes product listings.
- Embed. The products go into a vector database as embeddings.
- Answer. Chat search retrieves the matching products and feeds them to an LLM as context.
It runs on Next.js and Vercel.
Result
The site is live.