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53 lines
1.3 KiB
Python
53 lines
1.3 KiB
Python
"""
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Basic example of scraping pipeline using SmartScraper
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"""
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import os
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import json
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from langchain_community.chat_models.moonshot import MoonshotChat
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from dotenv import load_dotenv
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from scrapegraphai.graphs import SmartScraperMultiConcatGraph
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from scrapegraphai.utils import prettify_exec_info
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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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llm_instance_config = {
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"model": "moonshot-v1-8k",
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"base_url": "https://api.moonshot.cn/v1",
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"moonshot_api_key": os.getenv("MOONLIGHT_API_KEY"),
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}
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llm_model_instance = MoonshotChat(**llm_instance_config)
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graph_config = {
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"llm": {
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"model_instance": llm_model_instance,
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"model_tokens": 10000
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},
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"verbose": True,
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"headless": True,
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}
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# *******************************************************
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# Create the SmartScraperMultiGraph instance and run it
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# *******************************************************
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multiple_search_graph = SmartScraperMultiConcatGraph(
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prompt="Who is Marco Perini?",
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source= [
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"https://perinim.github.io/",
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"https://perinim.github.io/cv/"
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],
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schema=None,
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config=graph_config
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)
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result = multiple_search_graph.run()
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print(json.dumps(result, indent=4))
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