{"enrichment":{"faq":[{"a":"Tavily provides an API and Python SDK designed specifically for LLM integration. Install the tavily-python package, authenticate with your API key, and use tavily's search methods to fetch current web results formatted for language model consumption. Tavily returns structured data optimized for AI processing rather than human-readable web pages, making it ideal for building agents and applications that need live information.","q":"How do I integrate real-time search into AI apps with tavily?"},{"a":"Tavily is an AI-optimized search engine built for language model applications. Unlike general search engines, tavily returns results formatted specifically for LLM consumption, with built-in content extraction, relevance ranking tuned for AI tasks, and support for autonomous research workflows. It handles web search, URL content extraction, site crawling, and complex topic research\u2014all designed to feed current data directly into AI systems.","q":"What is tavily and how does it differ from standard search?"},{"a":"Yes. Tavily provides content extraction capabilities that let you programmatically pull and process text from web pages. This is particularly useful for building RAG (Retrieval-Augmented Generation) systems that need to ingest current web data. Tavily handles the extraction and formatting, returning clean content ready for embedding and retrieval workflows.","q":"Can I extract content from URLs with tavily?"},{"a":"Tavily enables RAG systems by providing real-time web search and content extraction. Search for relevant topics using tavily's API, extract full page content from the results, embed the extracted text into your vector store, and retrieve it during generation. Tavily's AI-optimized results and structured output make it straightforward to integrate current web knowledge into your RAG application.","q":"How do I build a RAG pipeline with web data using tavily?"},{"a":"Tavily supports crawling and mapping website structure with AI guidance. You can use tavily to explore sites programmatically, extract content from multiple pages, and build structured maps of site hierarchies. This is useful for research tasks, competitive analysis, and building knowledge bases from specific domains.","q":"Does tavily support website crawling and site mapping?"},{"a":"Tavily is released under the MIT license, allowing free use, modification, and distribution in both open-source and commercial projects with minimal restrictions.","q":"What license does tavily use?"}],"shadow_tags":["llm-integration","web-search-api","content-extraction","rag-pipeline","site-crawler","ai-research","real-time-data","autonomous-agents","api-client"],"summary_rewrite":"Tavily is an AI-optimized search engine built for language model applications that need current web data. It provides web search, URL content extraction, site crawling, and autonomous research capabilities\u2014all designed to return results formatted for LLM consumption rather than human browsing."},"files":[{"bytes":6864,"path":"skills/tavily/SKILL.md","sha256":"d802e85ac5d27f241a237f32d3202224b8a90fdaef1a5860fd48cd722d6e3eef","url":"https://skillfed.io/files/itechmeat/llm-code/tavily/18725b5e/SKILL.md"}],"id":"itechmeat/llm-code/tavily","links":{"html":"https://skillfed.io/itechmeat/llm-code/tavily","md":"https://skillfed.io/itechmeat/llm-code/tavily.md","repo":"https://github.com/itechmeat/llm-code"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":1,"language":"Go","last_updated":"2026-07-18","license":"MIT","name":"tavily","publisher":"itechmeat","stars":21},"relations":{"similar":[{"id":"intellectronica/agent-skills/tavily"},{"id":"BenedictKing/tavily-web/tavily-web"},{"id":"andrewyng/context-hub/tavily-best-practices"},{"id":"tavily-ai/skills/tavily-best-practices"},{"id":"family3253/skill/tavily-best-practices"},{"id":"malue-ai/dazee-small/tavily"},{"id":"gooseworks-ai/goose-skills/web-search-tavily"},{"id":"xg-gh-25/SwarmAI/s_tavily-search"},{"id":"itechmeat/llm-code/deps-dev"},{"id":"itechmeat/llm-code/inworld"}]},"slug":{"owner":"itechmeat","repo":"llm-code","skill":"tavily"},"version":"18725b5e"}