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44 lines
1008 B
Python
44 lines
1008 B
Python
"""
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Module for evaluating the 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.evaluators import TrulensEvaluator
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load_dotenv()
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openai_key = os.getenv("OPENAI_APIKEY")
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# Define the configuration for the graph
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graph_config = {
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"llm": {
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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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list_of_inputs = [
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(
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"List me all the titles and project descriptions",
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"https://perinim.github.io/projects/",
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graph_config
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),
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(
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"Who is the author of the project?",
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"https://perinim.github.io/projects/",
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graph_config
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),
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(
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"What are the projects about?",
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"https://perinim.github.io/projects/",
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graph_config
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),
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]
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# Create the TrulensEvaluator instance
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trulens_evaluator = TrulensEvaluator(graph_config["llm"]["api_key"])
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# Evaluate SmartScraperGraph on the list of inputs
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(results_df, answer) = trulens_evaluator.evaluate(
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list_of_inputs, dashboard=True)
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print(answer)
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