tools/linkedin.py

from smolagents.tools import Tool
import requests
import os 
class LinkedInProfileScraperTool(Tool):
    name = "linkedin_profile_scraper"
    description = "Fetches the LinkedIn profile information for a given url."
    inputs = {'profile_url': {'type': 'string', 'description': 'The LinkedIn URL to fetch information for.'}}
    output_type = "object"

    def forward(self, profile_url: str) -> dict:
        url = "https://linkedin-data-api.p.rapidapi.com/get-profile-data-by-url"
        querystring = {"url": profile_url}
        headers = {
            "x-rapidapi-key": os.getenv("rapidapi"),
            "x-rapidapi-host": "linkedin-data-api.p.rapidapi.com"
        }

        try:
            response = requests.get(url, headers=headers, params=querystring)
            response.raise_for_status()  
            profile_data = response.json()
            keys_to_extract = ['firstName', 'lastName', 'summary', 'educations', 'position', 'skills', 'projects']
            filtered_data = {key: profile_data[key] for key in keys_to_extract if key in profile_data}
            return filtered_data 
        except requests.exceptions.RequestException as e:
            return f"An error occurred while fetching the LinkedIn profile: {str(e)}"