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43 lines
1.6 KiB
Python
43 lines
1.6 KiB
Python
"""
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document_scraper example
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"""
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import json
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from dotenv import load_dotenv
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from scrapegraphai.graphs import DocumentScraperGraph
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load_dotenv()
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# ************************************************
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# Define the configuration for the graph
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# ************************************************
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graph_config = {
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"llm": {
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"model": "ollama/llama3",
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"temperature": 0,
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"format": "json", # Ollama needs the format to be specified explicitly
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"model_tokens": 4000,
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},
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"verbose": True,
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"headless": False,
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}
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source = """
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The Divine Comedy, Italian La Divina Commedia, original name La commedia, long narrative poem written in Italian
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circa 1308/21 by Dante. It is usually held to be one of the world s great works of literature.
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Divided into three major sections—Inferno, Purgatorio, and Paradiso—the narrative traces the journey of Dante
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from darkness and error to the revelation of the divine light, culminating in the Beatific Vision of God.
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Dante is guided by the Roman poet Virgil, who represents the epitome of human knowledge, from the dark wood
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through the descending circles of the pit of Hell (Inferno). He then climbs the mountain of Purgatory, guided
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by the Roman poet Statius, who represents the fulfilment of human knowledge, and is finally led by his lifelong love,
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the Beatrice of his earlier poetry, through the celestial spheres of Paradise.
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"""
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pdf_scraper_graph = DocumentScraperGraph(
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prompt="Summarize the text and find the main topics",
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source=source,
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config=graph_config,
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)
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result = pdf_scraper_graph.run()
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print(json.dumps(result, indent=4))
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