63 lines
1.5 KiB
Python
63 lines
1.5 KiB
Python
import argparse
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def create_parser():
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parser = argparse.ArgumentParser(
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description="RAG pipeline CLI"
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)
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path_arg_parent = argparse.ArgumentParser(add_help=False)
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path_arg_parent.add_argument(
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"-p",
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"--path",
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type=str,
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required=False,
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help="Path to a directory containing documents to index.",
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)
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eval_file_arg_parent = argparse.ArgumentParser(add_help=False)
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eval_file_arg_parent.add_argument(
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"-f",
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"--eval_file",
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type=str,
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required=False,
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help="Path to a .json file with question/expected_answer pairs.",
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)
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subparsers = parser.add_subparsers(dest="commands", help="Enter a command", required=True)
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subparsers.add_parser(
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"run",
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help="Run the full pipeline, i.e Reset, add and evaluate",
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parents=[path_arg_parent, eval_file_arg_parent]
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)
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subparsers.add_parser(
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"reset",
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help="Reset the pipeline"
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)
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subparsers.add_parser(
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"add",
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help="Add the documents to the databaser",
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parents=[path_arg_parent]
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)
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subparsers.add_parser(
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"evaluate",
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help="Evaluate the model",
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parents=[eval_file_arg_parent]
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)
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query_parser = subparsers.add_parser(
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"query",
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help="Query the documents"
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)
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query_parser.add_argument(
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"prompt",
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type=str,
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help="Enter the query"
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)
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return parser |