How to scrape N
SF
with AgentQL

Looking for a better way to scrape NSF? Say goodbye to fragile XPath or DOM selectors that easily break with website updates. AI-powered AgentQL ensures consistent web scraping across various platforms, from NSF to any other website, regardless of UI changes.

Not just for scraping NSF

Smart selectors work anywhere

https://nsf.gov

URL

Input any webpage.

{
  award[] {
    title
    agency
    amount
  }
}

Query

Describe data in natural language.

{
  "award": [
    {
      "title": "Research on Climate Change",
      "agency": "NSF",
      "amount": 100000
    },
    {
      "title": "Study on the impact of AI",
      "agency": "NSF",
      "amount": 50000
    }
  ]
}

Returns

Receive accurate output in seconds.

How to use AgentQL on NSF

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1

Install the SDK

Install code for JS and Python

npm install agentql

pip3 install agentql

2

Test and refine

Use the query debugger

3

Run your script

Install code for both JS and Python

agentql init

python example.py

Get started

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