""" 
Basic example of scraping pipeline using SmartScraper
"""

import json
from scrapegraphai.graphs import SmartScraperMultiGraph

# ************************************************
# Define the configuration for the graph
# ************************************************
graph_config = {
    "llm": {
        "model": "ollama/llama3.1",
        "temperature": 0,
        "format": "json",  # Ollama needs the format to be specified explicitly
        # "base_url": "http://localhost:11434", # set ollama URL arbitrarily
    },
   
    "verbose": True,
    "headless": False
}


# *******************************************************
# Create the SmartScraperMultiGraph instance and run it
# *******************************************************

multiple_search_graph = SmartScraperMultiGraph(
    prompt="Who is Marco Perini?",
    source= [
        "https://perinim.github.io/",
        "https://perinim.github.io/cv/"
        ],
    schema=None,
    config=graph_config
)

result = multiple_search_graph.run()
print(json.dumps(result, indent=4))