arcade-mcp/toolkits/google_drive/evals/eval_tools_understand_filepicker.py
Eric Gustin 07c52100f3
Split and rename multiple toolkits (#438)
# PR Description
## Split toolkits

This PR splits the `Microsoft`, `Google`, and `Search` toolkits into
multiple toolkits each.
 * `Microsoft` --> `OutlookCalendar`, `OutlookMail`.
* `Google` -----> `GoogleCalendar`, `GoogleContacts`, `GoogleDocs`,
`GoogleDrive`, `Gmail`, `GoogleSheets`
* `Search` -----> `GoogleFinance`, `GoogleFlights`, `GoogleHotels`,
`GoogleJobs`, `GoogleMaps`, `GoogleNews`, `GoogleSearch`,
`GoogleShopping`, `Walmart`, `Youtube`

> The original monolithic toolkits (`Microsoft`, `Google`, `Search`) are
not removed in this PR. The plan is to keep those toolkits around while
we
> 1. Stop documenting the toolkits, 
> 2. Stop displaying the toolkits in the dashboard, and 
> 3. Help customers migrate over to the new split toolkits.

## Rename toolkits
This PR renames the following toolkits 
* `Web` ------------> `Firecrawl`
* `CodeSandbox` ---> `E2B`

> The `Web` and `CodeSandbox` toolkits are not removed in this PR. The
plan is to keep them around while we
> 1. Stop documenting the toolkits, 
> 2. Stop displaying the toolkits in the dashboard, and 
> 3. Help customers migrate over to the new renamed toolkits.

## Rename tools
Since toolkit names were changed, this called for some tools to be
renamed as well.
* `GoogleSearch.SearchGoogle` ----------------> `GoogleSearch.Search`
* `GoogleShopping.SearchShoppingProducts` --->
`GoogleShopping.SearchProducts`
* `Walmart.SearchWalmartProducts` ------------> `Walmart.SearchProducts`
* `Walmart.GetWalmartProductDetails` --------->
`Walmart.GetProductDetails`
* `Youtube.SearchYoutubeVideos` -------------->
`Youtube.SearchForVideos`

## Google File Picker
Improvements to the Google File Picker experience were also added in
this PR.

The following tools will ALWAYS provide llm_instructions in their
response to "let the end-user know that they have the option to select
more files via the file picker url if they want to":
* `GoogleDocs.SearchDocuments`
* `GoogleDocs.SearchAndRetrieveDocuments`
* `GoogleDrive.GetFileTreeStructure`

The following tools will only provide the file picker URL if a 404 or
403 from the Google API:
* `GoogleDocs.InsertTextAtEndOfDocument`
* `GoogleDocs.GetDocumentById`
* `GoogleSheets.GetSpreadsheet`
* `GoogleSheets.WriteToCell`

Also, a standalone `GoogleDrive.GenerateGoogleFilePickerUrl` tool
exists.

## Other
* The `SearchDocuments` and `SearchAndRetrieveDocuments` tools used to
be organized within the Drive portion of the Google toolkit, but I moved
these into the new GoogleDocs toolkit because they are specific to Docs.

# Progress

- [x] `OutlookCalendar`
- [x] `OutlookMail`
- [x] `GoogleFinance`
- [x] `GoogleFlights`
- [x] `GoogleHotels`
- [x] `GoogleJobs`
- [x] `GoogleMaps`
- [x] `GoogleNews`
- [x] `GoogleSearch`
- [x] `GoogleShopping`
- [x] `Walmart`
- [x] `Youtube`
- [x] `GoogleCalendar`
- [x] `GoogleContacts`
- [x] `GoogleDocs`
- [x] `GoogleDrive`
- [x] `Gmail`
- [x] `GoogleSheets`
- [x] `Firecrawl`
- [x] `E2B`
- [x] File picker

# Discussion
* Repeated code is a consequence of splitting toolkits that use the same
provider. I am open to any ideas that would allow multiple toolkits to
reference common code. Comment your ideas in this PR.
2025-07-09 16:00:09 -07:00

70 lines
2.1 KiB
Python

from arcade_evals import (
EvalRubric,
EvalSuite,
ExpectedToolCall,
tool_eval,
)
from arcade_tdk import ToolCatalog
from arcade_google_drive.tools import (
get_file_tree_structure,
)
# Evaluation rubric
rubric = EvalRubric(
fail_threshold=0.9,
warn_threshold=0.95,
)
catalog = ToolCatalog()
catalog.add_tool(get_file_tree_structure, "GoogleDrive")
get_file_tree_structure_history = [
{"role": "system", "content": "Today is 2025-07-03, Thursday."},
{"role": "user", "content": "get my file tree structure"},
{
"role": "assistant",
"content": "",
"tool_calls": [
{
"id": "call_EnqRPmIx3zrquDA7PuZ5NtK6",
"type": "function",
"function": {"name": "GoogleDrive_GetFileTreeStructure", "arguments": "{}"},
}
],
},
{
"role": "tool",
"content": '{"drives":[]}',
"tool_call_id": "call_EnqRPmIx3zrquDA7PuZ5NtK6",
"name": "GoogleDrive_GetFileTreeStructure",
},
{
"role": "assistant",
"content": "I could not find any files in your Google Drive. To select and grant access permissions to additional files and folders, use [this Google Drive File Picker link](https://cloud.bosslevel.dev/api/v1/google/drive_picker?config=eyXRoIjogM3NsdnFrMmtqODlldNuLmF0=).",
},
]
@tool_eval()
def tools_understand_filepicker_eval_suite() -> EvalSuite:
"""Create an evaluation suite for Google Drive tools."""
suite = EvalSuite(
name="Google Drive Tools Evaluation",
system_message="You are an AI assistant that can manage Google Drive using the provided tools.",
catalog=catalog,
rubric=rubric,
)
suite.add_case(
name="Ensure LLM understands that after using file picker, it should call the tool again",
user_message="ok i followed your suggestion and went to that url. how has it changed?",
expected_tool_calls=[
ExpectedToolCall(
func=get_file_tree_structure,
args={},
)
],
additional_messages=get_file_tree_structure_history,
)
return suite