{"categories":[{"label":"WWW/HTTP","url":"https://skillfed.io/packages/category/internet-www-http"}],"enrichment":{"capability":"Python SDK for the Tavily API, providing web search, content extraction, website crawling, site mapping, and research report generation directly from Python code.","skillfed_tags":["web-search","rag-integration","api-client"],"use_cases":["Feed live web search results as context into a RAG or LLM application to ground answers in current information.","Extract raw text and images from a batch of URLs for content analysis or data collection pipelines.","Crawl a website with natural-language instructions to gather pages matching specific criteria.","Generate structured research reports on a topic with automatic source gathering and citation formatting.","Build a Q&A system that retrieves and synthesizes answers from the web in a single API call."],"what_it_does":"Tavily Python is a client library that wraps the Tavily web intelligence API, letting you call search, content extraction, website crawling, site mapping, and research report generation from Python without writing HTTP requests directly. It handles authentication, response parsing, and error handling for you, and includes a keyless mode for trying search and extract without signing up.\n\nThe SDK is designed for integration into applications that need to gather web data programmatically\u2014feeding context into RAG systems, answering questions with current web information, extracting structured content from multiple URLs, or building research workflows. It depends on requests, tiktoken, and httpx for HTTP transport and token counting, and requires Python 3.8 or later.","worth_installing":"Yes. The package is actively maintained, has low install friction, carries no security vulnerabilities, and uses a permissive MIT license. It is well-suited for developers building web-aware applications, RAG systems, or research automation. The keyless mode lets you try it immediately; an API key unlocks the full feature set. Install if you need programmatic web search, extraction, or research capabilities."},"id":"tavily-python","links":{"html":"https://skillfed.io/packages/tavily-python","md":"https://skillfed.io/packages/tavily-python.md","pypi":"https://pypi.org/project/tavily-python/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-07-30","license_spdx":null,"license_treatment":"permissive","name":"tavily-python","python_support":"supports_current","summary":"Python wrapper for the Tavily API"},"popularity":{"monthly_downloads":7128214,"position":1781,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"0.7.27"}