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44 lines
1.0 KiB
Python
44 lines
1.0 KiB
Python
"""
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Example of Search Graph
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"""
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import os
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from dotenv import load_dotenv
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from scrapegraphai.graphs import SearchGraph
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from scrapegraphai.utils import convert_to_csv, convert_to_json
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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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openai_key = os.getenv("OPENAI_APIKEY")
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graph_config = {
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"llm": {
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"model": "ollama/mistral",
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"temperature": 0,
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"format": "json", # Ollama needs the format to be specified explicitly
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},
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"embeddings": {
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"api_key": openai_key,
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"model": "gpt-3.5-turbo",
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},
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}
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# ************************************************
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# Create the SearchGraph instance and run it
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# ************************************************
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search_graph = SearchGraph(
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prompt="List me all the regions of Italy.",
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config=graph_config
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)
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result = search_graph.run()
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print(result)
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# Save to json and csv
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convert_to_csv(result, "result")
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convert_to_json(result, "result")
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