smart_scraper_nemotron

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

import os
import json
from dotenv import load_dotenv
from scrapegraphai.graphs import SmartScraperGraph
from scrapegraphai.utils import prettify_exec_info

load_dotenv()

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


graph_config = {
    "llm": {
        "api_key": os.getenv("NEMOTRON_KEY"),
        "model": "nvidia/meta/llama3-70b-instruct",
    },
    "verbose": True,
    "headless": False,
}

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

smart_scraper_graph = SmartScraperGraph(
    prompt="Extract me the python code inside the page",
    source="https://www.exploit-db.com/exploits/51447",
    config=graph_config
)

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

# ************************************************
# Get graph execution info
# ************************************************

graph_exec_info = smart_scraper_graph.get_execution_info()
print(prettify_exec_info(graph_exec_info))