Web search, crawling, content discovery, and embedding APIs for retrieval-augmented generation and research pipelines.
RAG systems, research agents, and web-aware assistants all depend on how well they can find current information. These APIs provide the retrieval layer.
The category spans classic web search, content discovery, site crawling, scraping, and document-oriented data access. Different shapes of the same problem: pulling external context into a prompt or memory system.
In production, freshness and source coverage matter most. After that: rate limits, response cleanliness, and how much processing is needed before output can be embedded or summarized.
