Files
westey d7027fc1f9 Python: [BREAKING] Align FileAccess tools with .NET — directory discovery and recursive search (#6476)
* Align FileAccess tools with .Net; add directory discovery and recursive search

* Fix choices field description: spacing, line length, grammar

Addresses PR review: separate concatenated string literals with proper
spacing/newlines, wrap lines under the 120-char Ruff limit, and fix
"doesn't" -> "don't".

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Address PR comments

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-06-15 06:55:21 +00:00

81 lines
3.0 KiB
Python

# Copyright (c) Microsoft. All rights reserved.
"""Pydantic models for structured planning output.
These models define the JSON schema that the agent produces when in planning
mode via `response_format`. The schema enables consistent rendering of
clarification questions and approval requests in the console UI.
"""
from __future__ import annotations
from enum import Enum
from pydantic import BaseModel, Field
class PlanningResponseType(str, Enum):
"""Type of planning response from the agent."""
CLARIFICATION = "clarification"
"""The agent needs clarification and presents options for the user to choose from."""
APPROVAL = "approval"
"""The agent is seeking approval to proceed with execution."""
class PlanningQuestion(BaseModel):
"""A single question or item within a PlanningResponse.
For clarification: contains the question text and optional choices.
For approval: contains the plan summary for the user to approve.
"""
message: str = Field(
description=(
"For clarifications, this has the question that needs to be clarified "
"with the user. For approvals, this would contain a summary of the "
"execution plan that the user needs to approve."
),
)
choices: list[str] | None = Field(
default=None,
description=(
"For clarifications, this has a list of options that the user can "
"choose from. null for approvals.\n\n"
"Note: for clarifications, the user will always also be presented with "
"a free form input option, so make sure that each choice provided here "
"is a valid input for the next turn.\n"
'E.g. if the question is "Which stock are you referring to?" then valid '
'choices might be ["AAPL", "MSFT", "GOOG"], and the user could also type '
"their own answer.\n"
'Invalid choices would be ["Enter tickers directly", "Paste tickers"], '
"since these conflict with the already existing freeform option, and "
"don't directly provide valid inputs for the next turn."
),
)
class PlanningResponse(BaseModel):
"""Structured response from the agent while in planning mode.
Used with structured output (`response_format`) to enable consistent
rendering of clarification questions and approval requests.
"""
type: PlanningResponseType = Field(
description=(
"Use 'clarification' when you need clarification around the user "
"request and you want to present the user with options to choose from. "
"Use 'approval' when you are ready to start execution, but need "
"approval to start executing."
),
)
questions: list[PlanningQuestion] = Field(
description=(
"For clarifications, this has one or more questions to ask the user "
"(each with choices). For approvals, this has exactly one item "
"containing the plan summary for the user to approve."
),
)