Web Grounding: Making AI Agents Factually Accurate

The Hallucination Problem

AI agents are powerful, but they have a critical flaw: they make things up.

When an LLM doesn't know something, it might:

• Invent fake statistics
• Create non-existent companies
• Hallucinate news events
• Provide outdated information

This is catastrophic for:

• Financial trading agents
• Research assistants
• Customer support bots
• Market analysis tools

What is Web Grounding?

Web grounding (or RAG - Retrieval Augmented Generation) connects AI to real-time information sources:

The Process

1. Query: Your agent asks a question
2. Search: API searches 12+ web sources
3. Ground: LLM uses search results as context
4. Answer: Response is based on real data, not training data

Why It Matters

Grounded responses are:

• Accurate: Based on real sources
• Current: Uses up-to-date information
• Cited: Can reference source material
• Verifiable: Can be fact-checked

Deep Research API Grounding

Our API provides real-time web grounding with:

12+ Sources Per Query

We search multiple sources to ensure comprehensive coverage:

• News articles
• Company websites
• Financial reports
• Academic papers
• Social media
• Press releases

Real-Time Indexing

Our search index is continuously updated:

• Breaking news: < 5 minutes
• Stock prices: < 1 minute
• Product releases: < 10 minutes
• Research papers: < 1 day

Citation Support

Every response includes source references:

{
  "answer": "Tesla's market cap is $850B...",
  "sources": [
    {
      "url": "https://finance.yahoo.com/...",
      "title": "Tesla Market Cap",
      "published": "2025-01-15T10:30:00Z"
    }
  ]
}

Use Cases

Financial Agents

const stockData = await deepResearch({
  query: "AAPL current stock price",
  schema: {
    price: "number",
    change: "number",
    volume: "number"
  }
})
// Real-time, accurate stock data

Research Assistants

const research = await deepResearch({
  query: "Latest developments in AI regulation",
  mode: "extract",
  extract: ["key_regulations", "timeline", "implications"]
})
// Comprehensive, cited research

Customer Support

const answer = await deepResearch({
  query: "How to reset API key?",
  context: userDocumentation
})
// Accurate, up-to-date answers

Get Started

Eliminate hallucinations with real-time web grounding.

Get Your API Key

Learn About Grounding