tavily

Tavily announced improved freshness controls for its search API, letting developers set filters like max_age_hours so agents consistently retrieve current answers for fast-changing information such as prices, stocks, and incident trackers.

文章解析AI搜索赛道的赢家：自建网络索引的Exa估值达22亿美元，Tavily被收购（SEC文件显示交易金额为1.89亿美元而非传闻的4亿美元），并指出AI搜索的默认入口正掌握在模型公司手中（如Claude编程工具文档称搜索后端不可替换）。

Tavily 现已作为网络搜索引擎集成到 Merge Gateway 中，开发者只需在请求中添加 merge:web_search 并将 engine 设为 tavily，即可让模型在推理过程中获取带引用的实时搜索结果，无需单独的 Tavily 账号。

Tavily now comes built into Hermes Agent (Nous Research's open-source AI agent) as the default web backend, enabling web_search and web_extract with free keyless access that requires no account or API key.

NVIDIA used Tavily to generate high-quality research trajectories for post-training Nemotron 3 Super, leading to top rankings on DeepResearch Benchmarks. The process highlights how specialized fine-tuning enhances research agent efficiency and performance.

Tavily is sponsoring the AI Conference in San Francisco (September 29 - October 1), featuring a session on rebuilding search for the agentic web and inviting attendees to their booth for discussions on real-time web retrieval.

IBM's open-source agent CUGA integrates Tavily for web search, enabling reliable access to live information in air-gapped and sovereign environments, and streamlining enterprise applications.

Tavily integrates with Replit to enable real-time web search in development workflows and promotes a Builders & Brews event in San Francisco.

Tavily Search and Extract have been integrated into NanoClaw, enabling personal AI agents to perform real-time web searches and content extraction with keyless access.

Rox uses Tavily's search and extraction services to power its AI agents for sales automation, significantly cutting down account research time from weeks to seconds. The case study highlights Tavily's reliability, cost-effectiveness, and accuracy in providing real-time data.

Tavily announces an isolated Convex component that adds real-time web search and content extraction to reactive applications and AI agents built with Convex.

Tavily announces the official opencode-tavily plugin, allowing OpenCode agents to use Tavily's web search, content extraction, crawling, URL discovery, and deep research with citations.

A live webinar from Nebius, LangChain, and Tavily demonstrates how to build a production-ready compliance audit AI agent using LangChain Deep Agents, Tavily, and NVIDIA Nemotron 3 Ultra, covering cost/quality tradeoffs and production capabilities.

Tavily released a Sales Account Intelligence skill that enables AI agents to perform pre-outreach research using live web data, breaking down account research into focused subqueries like company overview, news, and pain points.

Matthew Stublefield of Fieldway built a product research agent using Tavily's web search API integrated with Claude Code via MCP, reducing a 5-hour manual cycle to 25 minutes and cutting weeks of work to 10 hours.

TRMNL introduces an AI Agent in public beta that lets users create plugins via natural language prompts, using OpenRouter or Anthropic API keys.

Comparison of AI search APIs SERPdive and Tavily, showing SERPdive wins ~60% of comparisons with 20% fewer tokens and similar latency.

Note that Hermes Agent's web search defaults to the Nous Portal free tier (500 requests/month). Alternatives: DDGS (free, unlimited), SearXNG (self-hosted), Tavily/Exa (1000/month with full page reading), Brave (2000/month). Recommended combo: search with DDGS, read pages with Tavily, configure via ~/.hermes/config.yaml.

A benchmark test of nine agentic web search tools using Claude Opus 4.8 agent found that lower-cost tools often outperformed more expensive ones, with Firecrawl ranking first for accuracy and Serper being the most cost-effective.

Tavily partners with Coinbase to integrate its web search tool into the x402 protocol for agentic payments, allowing AI agents to pay per search request via a Base wallet without needing an API key.