Bright Data

Bright Data is the leading web data infrastructure company, trusted by over 20,000 organizations to ethically access and collect public web data at scale. Bright Data’s platform supports teams across AI, finance, e-commerce, travel, marketing and other markets with the performance, reliability, and compliance standards needed for large-scale data operations. Built for large-scale use, the platform integrates seamlessly into existing systems and data stacks, offering full control over collection workflows. With built-in governance, flexible delivery, and alignment to global compliance standards, it supports secure, efficient, and auditable operations.

View websiteBooth-H02

OPEN TO ALL

SEPTEMBER 23

13:00 - 13:45

SEPTEMBER 23

13:00 - 13:45

Build Your Own Search Engine: Exactly the Context Your LLM Needs

Search APIs hand your LLM someone else's index: noisy snippets, wasted tokens, results that almost fit. Rented context. In this hands-on session you build context you own: a search engine over exactly the slice of the web you care about. Pick an e-commerce site, then vibe code the full pipeline: scrape its product pages, index them in a vector database, and query your new engine from an LLM. The payoff: context that is exactly what the model needs, far fewer tokens per answer, and faster responses. You leave with a working search engine over the store you picked, a blueprint that applies to any site you point it at, and a head start on the shift from renting context to owning it.
- A laptop
- An AI coding assistant you already use (Claude Code, Cursor, or similar), installed and signed in
- A Bright Data account, created before the session (link)
- A niche in mind: the e-commerce store or product category you want your search engine to cover
- No coding, scraping, or vector database experience needed

Masterclass Stage