serp.fast

Embeddings-based web search tools

Represent pages and queries as vectors so similarity is a distance, not a string match. The retrieval primitive under most RAG and semantic-search stacks.

2 tools

Embeddings-based neural search that finds semantically related pages

FreemiumMar 2026AI-Native Search APIs

Reader API that turns any URL into clean markdown, now part of Elastic

FreemiumMar 2026AI-Native Search APIs