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feat(llm): implemented groq model
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PeriniM committed Apr 30, 2024
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49 changes: 49 additions & 0 deletions examples/mixed_models/smart_scraper_mixed.py
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"""
Basic example of scraping pipeline using SmartScraper
"""

import os
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
# ************************************************

groq_key = os.getenv("GROQ_APIKEY")

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
}
}

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

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
)

result = smart_scraper_graph.run()
print(result)

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

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

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