惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Vercel News
Vercel News
O
OpenAI News
Engineering at Meta
Engineering at Meta
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
月光博客
月光博客
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
WordPress大学
WordPress大学
宝玉的分享
宝玉的分享
GbyAI
GbyAI
T
The Blog of Author Tim Ferriss
Google DeepMind News
Google DeepMind News
B
Blog RSS Feed
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
云风的 BLOG
云风的 BLOG
罗磊的独立博客
S
SegmentFault 最新的问题
The Register - Security
The Register - Security
Hugging Face - Blog
Hugging Face - Blog
D
DataBreaches.Net
U
Unit 42
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
B
Blog
阮一峰的网络日志
阮一峰的网络日志
P
Proofpoint News Feed
雷峰网
雷峰网
V
Visual Studio Blog
小众软件
小众软件
aimingoo的专栏
aimingoo的专栏
N
Netflix TechBlog - Medium
酷 壳 – CoolShell
酷 壳 – CoolShell
H
Hackread – Cybersecurity News, Data Breaches, AI and More
Y
Y Combinator Blog
博客园 - 【当耐特】
G
Google Developers Blog
L
LangChain Blog
Stack Overflow Blog
Stack Overflow Blog
I
InfoQ
Martin Fowler
Martin Fowler
F
Fortinet All Blogs
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
The Cloudflare Blog
AI
AI
Google Online Security Blog
Google Online Security Blog
Hacker News - Newest:
Hacker News - Newest: "LLM"
博客园 - Franky
Blog — PlanetScale
Blog — PlanetScale
Webroot Blog
Webroot Blog
PCI Perspectives
PCI Perspectives
爱范儿
爱范儿
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org

OpenRouter Blog

Choosing the Optimal Image Input Detail Level in LLMs — OpenRouter Blog DeepSeek V4 Is Earning Agentic Token Share — OpenRouter Blog The Open Weight Models that Matter: June 2026 — OpenRouter Blog The OpenRouter MCP Server — OpenRouter Blog Introducing the Unified Image API — OpenRouter Blog The AI Governance Checklist That Maps to Your Stack — OpenRouter Blog Enforce AI Data Residency at the Routing Layer — OpenRouter Blog OpenRouter vs Portkey: Routing Network vs Control Plane — OpenRouter Blog OpenRouter vs LiteLLM: Managed vs Self-Hosted Gateway — OpenRouter Blog Connect OpenClaw to OpenRouter: One Key, Failover, Free Models — OpenRouter Blog Connect SillyTavern to OpenRouter: Setup, Models, Fixes — OpenRouter Blog A Robot is Sprinting Towards You: Do You Want it Running on Claude or Grok? Kilo Code + OpenRouter: Setup, Routing, and Free Models — OpenRouter Blog Codex CLI with OpenRouter: config.toml Setup and Models — OpenRouter Blog Claude Code with OpenRouter: Setup, Models, and Costs — OpenRouter Blog How to Use OpenRouter With Any Coding Agent or AI Tool — OpenRouter Blog Subagent: Let Your Model Delegate the Busywork — OpenRouter Blog Free LLM API in 2026: 13 Options Ranked and Compared — OpenRouter Blog How to Enforce Agentic AI Governance at the API Layer — OpenRouter Blog Keep Your Agent Running When Models Disappear — OpenRouter Blog Hermes Agent + OpenRouter: Setup, Model Choice & Routing Config — OpenRouter Blog Lowest-Cost LLM Inference: The Complete OpenRouter Guide — OpenRouter Blog How OpenRouter Model Routing Works: Providers, Fallbacks & Auto Router — OpenRouter Blog OpenRouter Failover: Provider Failover vs Model Fallbacks Explained — OpenRouter Blog Surpassing Frontier Performance with Fusion — OpenRouter Blog Dinner is Served — OpenRouter Blog LLM Gateway: What It Is and How to Choose One — OpenRouter Blog Advisor: Give Any Model a Lifeline to a Smarter One — OpenRouter Blog Gemini 2.5 Flash API - Pricing, Quickstart & Provider Comparison — OpenRouter Blog EU AI Act & Colorado ADMT Compliance: Human Oversight for AI Agents — OpenRouter Blog May Release Spotlight — OpenRouter Blog Guardrails: Protect your Agents, Data, and Costs — OpenRouter Blog OpenRouter Raises $113M Series B — OpenRouter Blog Human-in-the-Loop Tools for the Agent SDK — OpenRouter Blog Consistent Web Search and Fetch Across Every Model — OpenRouter Blog GPT-5.5 Price Increase: What It Actually Costs — OpenRouter Blog New Audio APIs for Speech and Transcription — OpenRouter Blog Response Caching: Zero Cost for Identical Requests — OpenRouter Blog April Release Spotlight — OpenRouter Blog Create OpenRouter Accounts via CLI with Stripe Projects — OpenRouter Blog Opus 4.7 Agent SDK: Building Multi-turn Agent Workflows on OpenRouter — OpenRouter Blog Build Your Own Harness with the Agent SDK — OpenRouter Blog Introducing Workspaces — OpenRouter Blog Announcing Video Generation — OpenRouter Blog Auto Exacto: Adaptive Quality Routing, On by Default — OpenRouter Blog February Release Spotlight — OpenRouter Blog OpenRouter Outages on February 17 and 19, 2026 — OpenRouter Blog January Release Spotlight — OpenRouter Blog Distillable Models and Synthetic Data Pipelines with NeMo Data Designer — OpenRouter Blog December Release Spotlight — OpenRouter Blog Response Healing: Reduce JSON Defects by 80%+ — OpenRouter Blog The 2025 State of AI Report — OpenRouter Blog Is Implicit Caching Prompt Retention? — OpenRouter Blog Provider Variance: Introducing Exacto — OpenRouter Blog 1 million free BYOK requests per month — OpenRouter Blog The First-Ever Image Model Is Up on OpenRouter — OpenRouter Blog GPT-5 is now live — OpenRouter Blog Audio Inputs and PDF URLs for Apps — OpenRouter Blog Presets: How To Seamlessly Transfer Model Configurations Across Apps — OpenRouter Blog New Privacy-Focused Provider Drop: Venice — OpenRouter Blog Use OpenRouter Models in Cursor: Try it with Moonshot AI Updates to Our Free Tier: Sustaining Accessible AI for Everyone — OpenRouter Blog New Stealth Model: "Cypher Alpha" — OpenRouter Blog Introducing Presets: Manage LLM Configs from Your Dashboard! — OpenRouter Blog Dev & BYOK Updates: Uptime API + Smarter Key Management — OpenRouter Blog Simplifying Our Platform Fee — OpenRouter Blog GIF Prompts, Omni Search, Tool Caching, and BYOK Flags — OpenRouter Blog New Features: Reasoning Streams, Crypto Invoices, End-User IDs & More — OpenRouter Blog Passkeys, DevEx Upgrades, and a New Guide for TypeScript Agents — OpenRouter Blog New Provider Drop: Cerebras Is Here — OpenRouter Blog Better Insights, Faster Metrics, and New Developer Power Tools — OpenRouter Blog Privacy Clarity, New Providers, OAuth Upgrade, and Gemini Gets Parallel Tools — OpenRouter Blog Universal PDF Support — OpenRouter Blog Smarter Charts, Inline SVGs, and Live Usage Accounting — OpenRouter Blog Quasar Alpha and Optimus Alpha Reveal — OpenRouter Blog "Stealth" model: Optimus Alpha — OpenRouter Blog “Stealth” model: Quasar Alpha — OpenRouter Blog Never Pay for Empty AI Responses Again — OpenRouter Blog Deep Research & Many New Models — OpenRouter Blog Introducing Nitro and Floor Price Shortcuts — OpenRouter Blog Introducing Cloudflare as a new provider — OpenRouter Blog Reasoning Tokens for Thinking Models — OpenRouter Blog Standardized finish reasons — OpenRouter Blog Happy New Year! Introducing a new Auto Router — OpenRouter Blog Holiday launches: Web Search & Price Cuts — OpenRouter Blog Bring Your Own API Keys — OpenRouter Blog Crypto Payments API — OpenRouter Blog Structured Outputs & Free Gemini Flash 2.0 — OpenRouter Blog Price Drops and Llama 3.3 70b — OpenRouter Blog Author Pages & Amazon Nova — OpenRouter Blog
Introducing Web Search via the API — OpenRouter Blog
OpenRouter · 2025-01-23 · via OpenRouter Blog

The OpenRouter API now supports a web search feature, available for all models. This enables developers to fetch and integrate web search results directly into their message streams. By appending :online to the model slug or activating the web plugin, you can include relevant, up-to-date information in your workflows.

Key Details

  • Default Behavior: Fetches up to 5 web results per request.
  • Pricing: $4 per 1,000 web results.
  • Integration Options: Use the web plugin directly in your API requests, or the :online shortcut for easier setup.

How it works

The web search plugin uses Exa.ai to retrieve results. Your prompt is passed to Exa, which executes relevant searches and summarizes the results. The results are then merged into a prompt. This is customizable (see below) but by default is:

A web search was conducted on {todays_date}. Incorporate the following web search results into your response. IMPORTANT: Cite them using markdown links named using the domain of the source. Example: nytimes.com. [web search results are inserted here]

The plugin injects this as a system message before the user message in the request payload.

Example Usage

Append :online to any model slug to enable web search.

{
  "model": "openai/gpt-4o:online"
}

This :online tag is simply shorthand for specifying the web plugin, which also works:

{
  "model": "openai/gpt-4o",
  "plugins": [{ "id": "web" }]
}

Customization Options

The web plugin has two customization options:

  • Maximum Results: Control the number of results with max_results (default: 5).
  • Custom Search Prompts: Tailor the prompt used to integrate results into the conversation.

Example:

{
  "model": "openai/gpt-4o:online",
  "plugins": [
    {
      "id": "web",
      "max_results": 3,
      "search_prompt": "Consider these web results when forming your response:"
    }
  ]
}

For more information, check the documentation or try it directly with OpenRouter Chat by toggling the ‘web’ icon on the model selector.