Initial commit: VoIdeaAI - voice-first AI idea assistant

2026-05-13 12:51:42 +03:00
commit 688d043dad
421 changed files with 47915 additions and 0 deletions
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+"""Pipeline config and stats schemas for VoIdea."""
+
+from datetime import datetime
+from typing import Any, Optional
+
+from pydantic import BaseModel, Field
+
+
+class PipelineStageConfig(BaseModel):
+    enabled: bool = True
+    noise_threshold: float | None = None
+    silence_timeout_ms: int | None = None
+    min_audio_duration_ms: int | None = None
+    word: str | None = None
+    timeout_minutes: int | None = None
+    sensitivity: float | None = None
+    mode: str | None = None
+    timeout_ms: int | None = None
+    verified_threshold: int | None = None
+    warning_threshold: int | None = None
+    max_agents_per_dialog: int | None = None
+    min_samples: int | None = None
+    learning_rate: float | None = None
+
+
+class PipelineConfigResponse(BaseModel):
+    vad: PipelineStageConfig = Field(default_factory=PipelineStageConfig)
+    wake_word: PipelineStageConfig = Field(default_factory=PipelineStageConfig)
+    semantic_validation: PipelineStageConfig = Field(default_factory=PipelineStageConfig)
+    confidence: PipelineStageConfig = Field(default_factory=PipelineStageConfig)
+    agent_chaining: PipelineStageConfig = Field(default_factory=PipelineStageConfig)
+    auto_tuning: PipelineStageConfig = Field(default_factory=PipelineStageConfig)
+    stages_order: list[str] = [
+        "vad", "wake_word", "semantic_validation", "routing", "verification"
+    ]
+
+
+class PipelineConfigUpdate(BaseModel):
+    vad: Optional[dict[str, Any]] = None
+    wake_word: Optional[dict[str, Any]] = None
+    semantic_validation: Optional[dict[str, Any]] = None
+    confidence: Optional[dict[str, Any]] = None
+    agent_chaining: Optional[dict[str, Any]] = None
+    auto_tuning: Optional[dict[str, Any]] = None
+    stages_order: Optional[list[str]] = None
+
+
+class PipelineStatsEntry(BaseModel):
+    id: str
+    user_id: str | None
+    stage: str
+    passed: bool
+    reason: str | None
+    duration_ms: int | None
+    created_at: datetime
+
+
+class PipelineStatsSummary(BaseModel):
+    total_entries: int
+    stages: dict[str, int]
+    passed_ratio: float
+    avg_duration_ms: float | None
+    fail_reasons: list[tuple[str, int]]