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Fast Google Search for AI Agents, LLMs & RAG

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Fast Google Search for AI Agents, LLMs & RAG

Fast Google Search for AI Agents, LLMs & RAG

Lightning-fast, lightweight Google search scraper. Extracts organic results, answers, and Markdown snippets without heavy browser overhead. Ideal for LLM tool calling.

Pricing

Pay per usage

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0.0

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Developer

knightwwang Wang

knightwwang Wang

Maintained by Community

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2

Total users

1

Monthly active users

5 days ago

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⚡ Fast Google Search for AI Agents, LLMs & RAG

A lightning-fast, ultra-lightweight Google Search scraper built specifically for AI Agents (LangChain, AutoGen, CrewAI, LlamaIndex) and real-time LLM web browsing.

🚀 Key Advantages Over Other Actors

FeatureStandard Browser ScrapersFast Google Search AI
Speed8 - 15 seconds0.8 - 1.5 seconds (10x faster)
Memory1024MB - 2048MB128MB - 256MB (80% cheaper)
LLM ReadyRaw messy HTMLClean Markdown + Exact Token Counts
OutputHard to parse JSONDirect Prompt Injection Ready

📥 Input Example

{
"queries": [
"best RAG frameworks 2025",
"OpenAI function calling guide"
],
"maxResults": 10,
"outputAsMarkdown": true
}

📤 Output Structure

{
"query": "best RAG frameworks 2025",
"totalFound": 10,
"tokens": 420,
"results": [
{
"position": 1,
"title": "Top RAG Architectures in 2025",
"url": "https://example.com/rag-2025",
"snippet": "A comprehensive comparison between LangChain, LlamaIndex, and native vector search..."
}
],
"markdown": "# Search Results for: \"best RAG frameworks 2025\"\n\n### 1. [Top RAG Architectures]..."
}