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from scrapybara import Scrapybara
from scrapybara.openai import OpenAI
from scrapybara.tools import ComputerTool, BashTool, EditTool
from dotenv import load_dotenv
from typing import List, Optional
from pydantic import BaseModel, Field
import os
from datetime import datetime
load_dotenv()
class Company(BaseModel):
"""Model representing a company's information"""
name: str = Field(..., description="The name of the company")
website: Optional[str] = Field(None, description="Company's website URL")
description: Optional[str] = Field(None, description="Brief description of the company")
industry: Optional[str] = Field(None, description="Industry sector the company operates in")
location: Optional[str] = Field(None, description="Company's primary location/headquarters")
founded_year: Optional[int] = Field(None, description="Year the company was founded")
funding_amount: Optional[str] = Field(None, description="Total funding amount raised")
class CompanyList(BaseModel):
"""Model representing a list of companies"""
companies: List[Company] = Field(..., description="List of companies")
total_count: int = Field(..., description="Total number of companies in the list")
source: Optional[str] = Field(None, description="Source of the company data")
last_updated: Optional[str] = Field(None, description="When the data was last updated")
client = Scrapybara(api_key=os.getenv("SCRAPYBARA_API_KEY"))
instance = client.start_ubuntu()
response = client.act(
tools=[
ComputerTool(instance),
BashTool(instance),
EditTool(instance)
],
model=OpenAI(),
schema=CompanyList,
system="""You are a webscraping agent. Your task is to find and structure information about healthcare startups.
The data should include company name, website, description, location, and funding amount when available.""",
prompt="Scrape all healthcare startups in the US that have raised more than $5M in funding from venture capitalists",
)
# Access the structured output from the response
companies_data = response.output
print(f"Found {companies_data.total_count} companies")
for company in companies_data.companies:
print(f"Company: {company.name}, Funding: {company.funding_amount}")This is what I was trying to run and the only dump I got was something like the following on the screen
Couldn't rerun and try it again.
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