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""" | ||
Basic example of scraping pipeline using SmartScraper | ||
""" | ||
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import os | ||
from dotenv import load_dotenv | ||
from scrapegraphai.graphs import SmartScraperGraph | ||
from scrapegraphai.utils import prettify_exec_info | ||
load_dotenv() | ||
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# ************************************************ | ||
# Define the configuration for the graph | ||
# ************************************************ | ||
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groq_key = os.getenv("GROQ_APIKEY") | ||
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graph_config = { | ||
"llm": { | ||
"model": "groq/gemma-7b-it", | ||
"api_key": groq_key, | ||
"temperature": 0 | ||
}, | ||
"embeddings": { | ||
"model": "ollama/nomic-embed-text", | ||
"temperature": 0, | ||
"base_url": "http://localhost:11434", # set ollama URL arbitrarily | ||
} | ||
} | ||
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# ************************************************ | ||
# Create the SmartScraperGraph instance and run it | ||
# ************************************************ | ||
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smart_scraper_graph = SmartScraperGraph( | ||
prompt="List me all the projects with their description and the author.", | ||
# also accepts a string with the already downloaded HTML code | ||
source="https://perinim.github.io/projects", | ||
config=graph_config | ||
) | ||
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result = smart_scraper_graph.run() | ||
print(result) | ||
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# ************************************************ | ||
# Get graph execution info | ||
# ************************************************ | ||
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graph_exec_info = smart_scraper_graph.get_execution_info() | ||
print(prettify_exec_info(graph_exec_info)) |
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