What is smolagents?
Hugging Face's lightweight framework for building AI agents. Minimal, code-first approach to agent development.
Searching Google Jobs with smolagents
This integration lets your smolagents agent search Google Jobs in real time via the Scavio API. The agent gets back structured JSON with job posting URLs, posting titles, SERP snippets -- ready for reasoning and decision-making.
Setup
Bash
pip install smolagents requestsCode Example
Here is a complete smolagents agent that searches Google Jobs using Scavio:
Python
from smolagents import tool, CodeAgent, HfApiModel
import json
import os
import requests
# Scavio has no Google Jobs endpoint. This runs a Google web search for the role. For structured listings (title, company, location, apply URL) call POST /api/v1/linkedin/search/jobs instead.
@tool
def scavio_search(query: str) -> str:
"""Query Google Jobs through the Scavio API (POST /api/v2/google).
Args:
query: What to look for.
"""
response = requests.post(
"https://api.scavio.dev/api/v2/google",
headers={
"Authorization": "Bearer " + os.environ["SCAVIO_API_KEY"],
"Content-Type": "application/json",
},
json={"query": query},
timeout=60,
)
response.raise_for_status()
return json.dumps(response.json())
agent = CodeAgent(tools=[scavio_search], model=HfApiModel())
result = agent.run("senior ai engineer remote")
print(result)Full Working Example
A production-ready example with error handling:
Python
from smolagents import tool, CodeAgent, HfApiModel
import json
import os
import requests
# Scavio has no Google Jobs endpoint. This runs a Google web search for the role. For structured listings (title, company, location, apply URL) call POST /api/v1/linkedin/search/jobs instead.
@tool
def scavio_search(query: str) -> str:
"""Query Google Jobs through the Scavio API (POST /api/v2/google).
Args:
query: What to look for.
"""
response = requests.post(
"https://api.scavio.dev/api/v2/google",
headers={
"Authorization": "Bearer " + os.environ["SCAVIO_API_KEY"],
"Content-Type": "application/json",
},
json={"query": query},
timeout=60,
)
response.raise_for_status()
return json.dumps(response.json())
agent = CodeAgent(tools=[scavio_search], model=HfApiModel())
result = agent.run("senior ai engineer remote")
print(result)Pricing
Scavio offers a free tier with 50 credits on signup (1 credit per search). No credit card required. This is enough to build and test your smolagents integration. Paid plans start at $30/month for higher volumes.