web_search
Retrieve web search results using Tavily, Brave, Google, or fallback scraping. Returns titles, URLs, snippets, and relevance scores.
Instructions
Search the web. Uses a keyed provider (Tavily/Brave/Google) when an API key is set, otherwise falls back to scraping Bing + DuckDuckGo. Returns titles, URLs, snippets and scores.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| num | No | Max results to return | |
| lang | No | Language code: en, ru, etc. | en |
| query | Yes | Search query | |
| provider | No | auto | tavily | brave | google | scrape | auto |
| semantic | No | Rerank results by meaning using local bge-m3 embeddings |