Praison AI - Firecrawl Docs

Official Praison docs: docs.praison.ai/firecrawlGive Praison agents live web scraping through Firecrawl

Overview

Praison AI can call Firecrawl as a tool so agents scrape web pages and use the cleaned content during runs.

Quick start

Install the tools extra:

pip install "praisonai[tools]"

Set FIRECRAWL_API_KEY for cloud Firecrawl, or point FirecrawlApp at a local instance such as http://localhost:3002
Pass a Firecrawl tool to your agent:

from praisonaiagents import Agent
from praisonai_tools import FirecrawlTool

agent = Agent(
    name="WebScraper",
    instructions="You are a web scraping assistant. Use Firecrawl to extract content.",
    tools=[FirecrawlTool()],
)

print(agent.chat("Scrape the content from https://praison.ai/docs"))

What you can do

Capability	Use case
Scrape	Fetch cleaned page content into agent context (`FirecrawlTool.scrape`)
Crawl	Collect pages from a site (`FirecrawlTool.crawl(url, limit=10)`)

Resources