How to Add Web Search to Your LLM Application

Why LLMs Need Web Search

LLMs are limited by their training data. Web search adds real-time knowledge.

Quick Start with Keiro

import requests

response = requests.post(
    "https://kierolabs.space/api/research-pro",
    headers={
        "Authorization": "Bearer YOUR_API_KEY",
        "Content-Type": "application/json"
    },
    json={
        "query": "latest AI news",
        "cache_search": True
    },
    timeout=60  # research can take longer
)

data = response.json()

# Access extracted content
results = data.get("data", {}).get("extracted_content", [])

for item in results[:5]:
    print(item.get("title"))
    print(item.get("url"))
    print()

API Comparison

Keiro is 20x cheaper than Exa.

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