c1e8fc795a
Basic tools to list items in a folder, search for files / folders, and download a file content.
88 lines
2.5 KiB
Python
88 lines
2.5 KiB
Python
from arcade.sdk import ToolCatalog
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from arcade.sdk.eval import (
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BinaryCritic,
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EvalRubric,
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EvalSuite,
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ExpectedToolCall,
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tool_eval,
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)
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import arcade_dropbox
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from arcade_dropbox.critics import DropboxPathCritic
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from arcade_dropbox.tools.files import download_file
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rubric = EvalRubric(
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fail_threshold=0.8,
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warn_threshold=0.9,
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)
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catalog = ToolCatalog()
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catalog.add_module(arcade_dropbox)
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@tool_eval()
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def download_file_eval_suite() -> EvalSuite:
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"""Create an evaluation suite for the download_file tool."""
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suite = EvalSuite(
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name="download_file",
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system_message="You are an AI assistant that can interact with files and folders in Dropbox using the provided tools.",
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catalog=catalog,
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rubric=rubric,
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)
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suite.add_case(
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name="Download file in the root folder by file path",
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user_message="Download the file test.txt from Dropbox",
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expected_tool_calls=[
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ExpectedToolCall(
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func=download_file,
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args={
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"file_path": "test.txt",
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"file_id": None,
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},
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),
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],
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critics=[
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DropboxPathCritic(critic_field="file_path", weight=0.5),
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BinaryCritic(critic_field="file_id", weight=0.5),
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],
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)
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suite.add_case(
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name="Download file with a sub-folder structure",
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user_message="Download the file Q1report.ppt in the folder AcmeInc/Reports from Dropbox",
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expected_tool_calls=[
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ExpectedToolCall(
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func=download_file,
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args={
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"file_path": "/AcmeInc/Reports/Q1report.ppt",
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"file_id": None,
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},
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),
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],
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critics=[
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DropboxPathCritic(critic_field="file_path", weight=0.5),
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BinaryCritic(critic_field="file_id", weight=0.5),
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],
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)
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suite.add_case(
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name="Download file by ID",
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user_message="Download the file id:a4ayc_80_OEAAAAAAAAAYa from Dropbox",
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expected_tool_calls=[
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ExpectedToolCall(
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func=download_file,
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args={
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"file_path": None,
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"file_id": "id:a4ayc_80_OEAAAAAAAAAYa",
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},
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),
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],
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critics=[
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BinaryCritic(critic_field="file_path", weight=0.5),
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BinaryCritic(critic_field="file_id", weight=0.5),
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],
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)
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return suite
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