AI-powered web search and content extraction
Scanned 6/6/2026
Install via CLI
openskills install aws-samples/sample-strands-agent-with-agentcore---
name: tavily-search
description: AI-powered web search and content extraction
---
# Tavily AI Search
## Available Tools
- **tavily_search(query, search_depth?, topic?)**: AI-powered web search that returns relevant, summarized results.
- `query` (string, required): Search query
- `search_depth` (string, optional, default: "basic"): "basic" for quick lookups, "advanced" for comprehensive research
- `topic` (string, optional, default: "general"): "general", "news", or "research"
- **tavily_extract(urls, extract_depth?)**: Extract clean, readable content from one or more web URLs.
- `urls` (string, required): Comma-separated URLs to extract content from
- `extract_depth` (string, optional, default: "basic"): "basic" or "advanced"
## Usage Guidelines
- Use `tavily_search` for research queries that benefit from AI-curated results.
- Set `search_depth` to "advanced" for comprehensive research, "basic" for quick lookups.
- Set `topic` to "news" for recent events, "research" for academic/technical topics.
- Use `tavily_extract` to get full page content from specific URLs found in search results.
- Tavily excels at recent information and news — prefer it for time-sensitive queries.
## Citation Format
When presenting information from search results, wrap every specific claim in `<cite>` tags:
```
<cite source="SOURCE_TITLE" url="URL">claim text</cite>
```
**Rules:**
- Cite factual claims, statistics, quotes, and specific information from search results.
- The `source` attribute should contain the title or name of the source.
- The `url` attribute should contain the source URL when available.
- Do NOT cite your own reasoning or general knowledge.
- If search results don't contain relevant information, inform the user rather than guessing.
- Use the minimum number of citations necessary to support claims.
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Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra, wenyan-lite, wenyan-full, wenyan-ultra. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman. Also auto-triggers when token efficiency is requested.