🐑 Smart Scraper multi

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

import os, json
from dotenv import load_dotenv
from scrapegraphai.graphs import SmartScraperMultiGraph

load_dotenv()

# ************************************************
# Define the configuration for the graph
# ************************************************

deepseek_key = os.getenv("DEEPSEEK_APIKEY")

graph_config = {
    "llm": {
        "model": "deepseek-chat",
        "openai_api_key": deepseek_key,
        "openai_api_base": 'https://api.deepseek.com/v1',
    },
     "embeddings": {
        "model": "ollama/nomic-embed-text",
        "temperature": 0,
        # "base_url": "http://localhost:11434",  # set ollama URL arbitrarily
    },
    "verbose": True,
}


# *******************************************************
# 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))