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For AI agents: docs.octen.ai/capabilities/web-search.md

For an LLM or agent, search is the bridge to everything that happened after training: the live web, today’s facts, the newest sources. Octen Web Search searches the live web and returns ranked results with query-relevant highlights and optional full content, ready for a model to ground its answers on. For the full list of parameters, see the Web Search API reference.
  • Ground model answers. Give LLMs and agents fresh sources to reason with, instead of stale training data.
  • Track fast-moving facts. Prices, scores, headlines, product launches: data that changes by the minute.
  • Answer with citations. Every result carries its source URL, so answers can link back to checkable sources.
For open-ended questions that need multiple angles at once, use Broad Search instead.

Why Octen

  • Fresh. A minute-fresh index keeps fast-moving facts current: live stock and crypto prices, sports scores, breaking news, and just-published releases.
  • Fast. Average latency as low as 62ms, quick enough to stay in an agent’s loop.
  • Accurate. Built on SOTA models, top-ranked on multiple search benchmarks.
  • LLM-ready. Ranked results with relevant highlights and optional full content, usable without extra processing.

How It Works

  1. Send a query.
  2. Octen searches its real-time index of the live web and ranks the most relevant pages.
  3. The response returns ranked results, each with a query-relevant highlight and optional full page content.

Scenarios

Real-time data

Live stock and crypto prices, sports scores, exchange rates. Octen indexes fast-moving data in real time.

Breaking news

For current events and the latest headlines, focus on recent, news-sourced pages.

Get the original text

When you need the full text of each page, turn on full content. Highlights stay on by default.

Limit or steer your sources

Constrain results to sites you trust, or require certain terms to appear on the page.

Visual answers

When answers should carry visuals, such as news digests or product lookups, return each page’s cover and in-body images alongside the results.

Next Steps

Try in Console

Run Web Search live in the Octen console.

Web Search API Reference

Full request/response schema.