b6b4cd0a4c
### Overview Major restructuring from monolithic `arcade-ai` package to modular library architecture with standardized uv-based dependency management.  ### New Package Structure - **`arcade-tdk`** - Lightweight toolkit development kit (core decorators, auth) - **`arcade-core`** - Core execution engine and catalog functionality - **`arcade-serve`** - FastAPI/MCP server components - **`arcade-ai`** - Meta package that includes CLI functionality. Optionally include evals via the `evals` extra. Optionally include all packages via the `all` extra. ### Key Benefits - **Lighter Dependencies**: Toolkits now depend only on `arcade-tdk` (~2 deps) vs full `arcade-ai` (~30+ deps) - **Faster Builds**: uv provides 10-100x faster dependency resolution and installation - **Better Modularity**: Clear separation of concerns, consumers import only what they need - **Standard Tooling**: Eliminates custom poetry scripts, uses standard Python packaging ### Migration Impact - All 20 toolkits converted from poetry → uv with `arcade-tdk` dependencies plus `arcade-ai[evals]` and `arcade-serve` dev dependencies. When developing locally, devs should install toolkits via `make install-local`. - Modern Python 3.10+ type hints throughout - Standardized build system with hatchling backend - Enhanced Makefile with robust toolkit management commands - Removed `arcade dev` CLI command - Reduce the number of files created by `arcade new` and add an option to not generate a tests and evals folder. This foundation enables faster development cycles and cleaner dependency chains for the growing toolkit ecosystem. ### Todo After this PR is merged - [ ] Post-merge workflow(s) (release & publish containers, etc) - [ ] Release order plan. @EricGustin suggests releasing in the following order: 1. `arcade-core` version 0.1.0 2. `arcade-serve` version 0.1.0 and `arcade-tdk` version 0.1.0 3. `arcade-ai` version 2.0.0 4. Patch release for all toolkits (all changes in toolkits are internal refactors) - [ ] [Update docs](https://github.com/ArcadeAI/docs/pull/318) --------- Co-authored-by: Eric Gustin <eric@arcade.dev> Co-authored-by: Eric Gustin <34000337+EricGustin@users.noreply.github.com>
104 lines
3.9 KiB
Python
104 lines
3.9 KiB
Python
from arcade_evals 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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SimilarityCritic,
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tool_eval,
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)
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from arcade_tdk import ToolCatalog
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from arcade_microsoft.outlook_mail import create_draft_email, update_draft_email
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from evals.outlook_mail.additional_messages import (
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update_draft_email_additional_messages,
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)
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# Evaluation rubric
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rubric = EvalRubric(
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fail_threshold=0.9,
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warn_threshold=0.95,
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)
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catalog = ToolCatalog()
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catalog.add_tool(create_draft_email, "Microsoft")
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catalog.add_tool(update_draft_email, "Microsoft")
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@tool_eval()
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def outlook_mail_write_eval_suite() -> EvalSuite:
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"""Create an evaluation suite for Outlook Mail tools."""
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suite = EvalSuite(
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name="Outlook Mail Write Evaluation",
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system_message=("You are an AI that has access to tools to send, read, and write emails."),
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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="Create draft email",
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user_message=(
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"create a new draft email with subject 'Hello friends' and body "
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"'I've gathered you all here to celebrate the launch of the new Arcade platform."
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"address it to e@arcade.dev and z@arcade.dev. also carbon copy to j@arcade.dev, "
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"f@arcade.dev, k@arcade.dev and finally to m@arcade.dev. also bcc to r@arcade.dev"
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),
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expected_tool_calls=[
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ExpectedToolCall(
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func=create_draft_email,
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args={
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"subject": "Hello friends",
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"body": "I've gathered you all here to celebrate the launch of the new Arcade platform.", # noqa: E501
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"to_recipients": ["e@arcade.dev", "z@arcade.dev"],
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"cc_recipients": [
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"j@arcade.dev",
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"f@arcade.dev",
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"k@arcade.dev",
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"m@arcade.dev",
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],
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"bcc_recipients": ["r@arcade.dev"],
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},
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)
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],
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critics=[
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SimilarityCritic(critic_field="subject", weight=0.2),
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SimilarityCritic(critic_field="body", weight=0.2),
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BinaryCritic(critic_field="to_recipients", weight=0.2),
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BinaryCritic(critic_field="cc_recipients", weight=0.2),
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BinaryCritic(critic_field="bcc_recipients", weight=0.2),
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],
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)
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suite.add_case(
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name="Update draft email",
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user_message=(
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"oh wait i think i messed up on some emails. I meant 'z', not 'e'. "
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"Also, I forgot to bcc y@arcade.dev. Also, replace the period with an "
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"exclamation point since I want to convey excitement. Oh I almost forgot, "
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"Don't cc anyone."
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),
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expected_tool_calls=[
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ExpectedToolCall(
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func=update_draft_email,
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args={
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"message_id": "AQMkADAwATM0MDAAMi04Y2Y1LTQ3MTEALTAwAi0wMAoARgAAAyXxSd3UxTpCkDpGouEg0JMHAFuxokOLZRtDncM4_x_WeUwAAAIBDwAAAFuxokOLZRtDncM4_x_WeUwAAAAC-dpvAAAA", # noqa: E501
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"body": "I've gathered you all here to celebrate the launch of the new Arcade platform!", # noqa: E501
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"to_add": ["z@arcade.dev"],
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"to_remove": ["e@arcade.dev"],
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"cc_remove": ["j@arcade.dev", "f@arcade.dev", "k@arcade.dev", "m@arcade.dev"],
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"bcc_add": ["y@arcade.dev"],
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},
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)
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],
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critics=[
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BinaryCritic(critic_field="message_id", weight=1 / 6),
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BinaryCritic(critic_field="body", weight=1 / 6),
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BinaryCritic(critic_field="to_add", weight=1 / 6),
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BinaryCritic(critic_field="to_remove", weight=1 / 6),
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BinaryCritic(critic_field="cc_remove", weight=1 / 6),
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BinaryCritic(critic_field="bcc_add", weight=1 / 6),
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],
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additional_messages=update_draft_email_additional_messages,
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)
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return suite
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