chore: import upstream snapshot with attribution

2026-07-13 12:39:17 +08:00
commit 4ed4e9ff99
1368 changed files with 334957 additions and 0 deletions
@@ -0,0 +1,83 @@
+from __future__ import annotations
+
+from typing import Any, Literal
+
+from pydantic import BaseModel, Field
+
+IntentName = Literal[
+    "eligibility_verification",
+    "prior_auth_confusion",
+    "referral_status_question",
+    "billing_coverage_clarification",
+    "general_intake",
+]
+
+
+class ScenarioExpectation(BaseModel):
+    intent: IntentName
+    required_entities: dict[str, str] = Field(default_factory=dict)
+    required_tool_calls: list[str] = Field(default_factory=list)
+    required_resolution_elements: list[str] = Field(default_factory=list)
+    expected_payer: str | None = None
+
+
+class ScenarioCase(BaseModel):
+    scenario_id: str
+    description: str
+    transcript: str
+    patient_metadata: dict[str, Any] = Field(default_factory=dict)
+    followup_qa: dict[str, str] = Field(default_factory=dict)
+    expected: ScenarioExpectation
+    gold: dict[str, Any] = Field(default_factory=dict)
+
+
+class KnowledgeSnippet(BaseModel):
+    document_id: str
+    title: str
+    chunk_id: str
+    score: float
+    snippet: str
+    matched_terms: list[str] = Field(default_factory=list)
+
+
+class BenefitReview(BaseModel):
+    patient_name: str
+    patient_id: str
+    payer: str
+    member_id: str
+    eligibility_status: str
+    plan_summary: str
+    referral_status: str
+    prior_auth_recommended: bool
+    recommended_queue: str
+    summary: str
+
+
+class SandboxPolicyPacket(BaseModel):
+    matched_policy_files: list[str] = Field(default_factory=list)
+    generated_files: list[str] = Field(default_factory=list)
+    shell_commands: list[str] = Field(default_factory=list)
+    policy_summary: str
+    human_review_recommended: bool
+
+
+class CaseResolution(BaseModel):
+    scenario_id: str
+    intent: IntentName
+    patient_name: str
+    benefits_summary: str
+    policy_summary: str
+    next_step: str
+    route_to_human: bool
+    handoff_id: str | None = None
+    generated_files: list[str] = Field(default_factory=list)
+    internal_summary: str
+    patient_facing_response: str
+
+
+class MemoryRecap(BaseModel):
+    remembered_patient: str | None = None
+    remembered_intent: IntentName | None = None
+    remembered_next_step: str
+    remembered_handoff: str | None = None
+    remembered_files: list[str] = Field(default_factory=list)