Analyzing your idea with AI...
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ajaysi
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_session_backup/models.py
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_session_backup/models.py
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"""
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Podcast API Models
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All Pydantic request/response models for podcast endpoints.
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"""
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from pydantic import BaseModel, Field, model_validator
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from typing import List, Optional, Dict, Any
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from datetime import datetime
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from enum import Enum
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class PodcastProjectResponse(BaseModel):
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"""Response model for podcast project."""
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id: int
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project_id: str
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user_id: str
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idea: str
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duration: int
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speakers: int
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budget_cap: float
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analysis: Optional[Dict[str, Any]] = None
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queries: Optional[List[Dict[str, Any]]] = None
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selected_queries: Optional[List[str]] = None
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research: Optional[Dict[str, Any]] = None
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raw_research: Optional[Dict[str, Any]] = None
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estimate: Optional[Dict[str, Any]] = None
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script_data: Optional[Dict[str, Any]] = None
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bible: Optional[Dict[str, Any]] = None
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render_jobs: Optional[List[Dict[str, Any]]] = None
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knobs: Optional[Dict[str, Any]] = None
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research_provider: Optional[str] = None
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show_script_editor: bool = False
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show_render_queue: bool = False
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current_step: Optional[str] = None
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status: str = "draft"
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is_favorite: bool = False
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final_video_url: Optional[str] = None
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avatar_url: Optional[str] = None
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avatar_prompt: Optional[str] = None
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avatar_persona_id: Optional[str] = None
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created_at: datetime
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updated_at: datetime
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class Config:
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from_attributes = True
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class PodcastAnalyzeRequest(BaseModel):
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"""Request model for podcast idea analysis."""
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idea: str = Field(..., description="Podcast topic or idea")
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duration: int = Field(default=10, description="Target duration in minutes")
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speakers: int = Field(default=1, description="Number of speakers")
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bible: Optional[Dict[str, Any]] = Field(None, description="Optional Podcast Bible for context")
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avatar_url: Optional[str] = Field(None, description="Current avatar URL if selected")
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feedback: Optional[str] = Field(None, description="User feedback for regeneration")
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class PodcastAnalyzeResponse(BaseModel):
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"""Response model for podcast idea analysis."""
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audience: str
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content_type: str
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top_keywords: list[str]
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suggested_outlines: list[Dict[str, Any]]
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title_suggestions: list[str]
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research_queries: Optional[List[Dict[str, str]]] = None
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exa_suggested_config: Optional[Dict[str, Any]] = None
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bible: Optional[Dict[str, Any]] = None
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avatar_url: Optional[str] = None
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avatar_prompt: Optional[str] = None
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class PodcastEnhanceIdeaRequest(BaseModel):
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"""Request model for enhancing a podcast idea with AI."""
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idea: str = Field(..., description="The raw podcast idea or keywords")
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bible: Optional[Dict[str, Any]] = Field(None, description="Optional Podcast Bible for context")
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class PodcastEnhanceIdeaResponse(BaseModel):
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"""Response model for enhanced podcast idea."""
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enhanced_ideas: List[str] = Field(..., description="3 AI-enhanced topic choices")
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rationales: List[str] = Field(..., description="Rationale for each enhanced idea")
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class PodcastScriptRequest(BaseModel):
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"""Request model for podcast script generation."""
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idea: str = Field(..., description="Podcast idea or topic")
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duration_minutes: int = Field(default=10, description="Target duration in minutes")
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speakers: int = Field(default=1, description="Number of speakers")
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research: Optional[Dict[str, Any]] = Field(None, description="Optional research payload to ground the script")
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bible: Optional[Dict[str, Any]] = Field(None, description="Podcast Bible for hyper-personalization")
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outline: Optional[Dict[str, Any]] = Field(None, description="The refined episode outline to follow")
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analysis: Optional[Dict[str, Any]] = Field(None, description="The full analysis context (audience, keywords, etc.)")
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class PodcastSceneLine(BaseModel):
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speaker: str
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text: str
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emphasis: Optional[bool] = False
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class PodcastScene(BaseModel):
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id: str
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title: str
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duration: int
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lines: list[PodcastSceneLine]
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approved: bool = False
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emotion: Optional[str] = None
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imageUrl: Optional[str] = None # Generated image URL for video generation
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class PodcastExaConfig(BaseModel):
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"""Exa config for podcast research."""
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exa_search_type: Optional[str] = Field(default="auto", description="auto | keyword | neural")
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exa_category: Optional[str] = None
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exa_include_domains: List[str] = []
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exa_exclude_domains: List[str] = []
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max_sources: int = 8
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include_statistics: Optional[bool] = False
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date_range: Optional[str] = Field(default=None, description="last_month | last_3_months | last_year | all_time")
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@model_validator(mode="after")
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def validate_domains(self):
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if self.exa_include_domains and self.exa_exclude_domains:
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# Exa API does not allow both include and exclude domains together with contents
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# Prefer include_domains and drop exclude_domains
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self.exa_exclude_domains = []
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return self
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class PodcastExaResearchRequest(BaseModel):
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"""Request for podcast research using Exa directly (no blog writer)."""
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topic: str
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queries: List[str]
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exa_config: Optional[PodcastExaConfig] = None
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bible: Optional[Dict[str, Any]] = Field(None, description="Podcast Bible for hyper-personalization")
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analysis: Optional[Dict[str, Any]] = Field(None, description="Podcast analysis context (audience, content type, etc.)")
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class PodcastExaSource(BaseModel):
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title: str = ""
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url: str = ""
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excerpt: str = ""
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published_at: Optional[str] = None
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highlights: Optional[List[str]] = None
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summary: Optional[str] = None
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source_type: Optional[str] = None
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index: Optional[int] = None
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image: Optional[str] = None
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author: Optional[str] = None
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class PodcastResearchInsight(BaseModel):
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"""Deep insight extracted from research."""
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title: str
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content: str
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source_indices: List[int] = []
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class PodcastExaResearchResponse(BaseModel):
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sources: List[PodcastExaSource]
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search_queries: List[str] = []
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summary: str = ""
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key_insights: List[PodcastResearchInsight] = []
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expert_quotes: List[Dict[str, Any]] = []
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listener_cta: List[str] = []
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mapped_angles: List[Dict[str, Any]] = []
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cost: Optional[Dict[str, Any]] = None
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search_type: Optional[str] = None
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provider: str = "exa"
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content: Optional[str] = None # Raw aggregated content (deprecated)
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class PodcastScriptResponse(BaseModel):
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scenes: list[PodcastScene]
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class PodcastAudioRequest(BaseModel):
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"""Generate TTS for a podcast scene."""
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scene_id: str
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scene_title: str
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text: str
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voice_id: Optional[str] = "Wise_Woman"
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speed: Optional[float] = 1.0
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volume: Optional[float] = 1.0
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pitch: Optional[float] = 0.0
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emotion: Optional[str] = "neutral"
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english_normalization: Optional[bool] = False # Better number reading for statistics
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sample_rate: Optional[int] = None
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bitrate: Optional[int] = None
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channel: Optional[str] = None
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format: Optional[str] = None
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language_boost: Optional[str] = None
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enable_sync_mode: Optional[bool] = True
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class PodcastAudioResponse(BaseModel):
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scene_id: str
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scene_title: str
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audio_filename: str
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audio_url: str
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provider: str
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model: str
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voice_id: str
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text_length: int
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file_size: int
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cost: float
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class PodcastProjectListResponse(BaseModel):
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"""Response model for project list."""
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projects: List[PodcastProjectResponse]
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total: int
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limit: int
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offset: int
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class CreateProjectRequest(BaseModel):
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"""Request model for creating a project."""
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project_id: str = Field(..., description="Unique project ID")
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idea: str = Field(..., description="Episode idea or URL")
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duration: int = Field(..., description="Duration in minutes")
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speakers: int = Field(default=1, description="Number of speakers")
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budget_cap: float = Field(default=50.0, description="Budget cap in USD")
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avatar_url: Optional[str] = Field(None, description="Optional presenter avatar URL")
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class UpdateProjectRequest(BaseModel):
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"""Request model for updating project state."""
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analysis: Optional[Dict[str, Any]] = None
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queries: Optional[List[Dict[str, Any]]] = None
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selected_queries: Optional[List[str]] = None
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research: Optional[Dict[str, Any]] = None
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raw_research: Optional[Dict[str, Any]] = None
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estimate: Optional[Dict[str, Any]] = None
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script_data: Optional[Dict[str, Any]] = None
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bible: Optional[Dict[str, Any]] = None
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render_jobs: Optional[List[Dict[str, Any]]] = None
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knobs: Optional[Dict[str, Any]] = None
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research_provider: Optional[str] = None
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show_script_editor: Optional[bool] = None
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show_render_queue: Optional[bool] = None
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current_step: Optional[str] = None
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status: Optional[str] = None
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final_video_url: Optional[str] = None
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class PodcastCombineAudioRequest(BaseModel):
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"""Request model for combining podcast audio files."""
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project_id: str
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scene_ids: List[str] = Field(..., description="List of scene IDs to combine")
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scene_audio_urls: List[str] = Field(..., description="List of audio URLs for each scene")
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class PodcastCombineAudioResponse(BaseModel):
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"""Response model for combined podcast audio."""
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combined_audio_url: str
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combined_audio_filename: str
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total_duration: float
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file_size: int
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scene_count: int
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class PodcastImageRequest(BaseModel):
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"""Request for generating an image for a podcast scene."""
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scene_id: str
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scene_title: str
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scene_content: Optional[str] = None # Optional: scene lines text for context
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idea: Optional[str] = None # Optional: podcast idea for context
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base_avatar_url: Optional[str] = None # Base avatar image URL for scene variations
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bible: Optional[Dict[str, Any]] = Field(None, description="Podcast Bible for hyper-personalization")
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width: int = 1024
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height: int = 1024
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custom_prompt: Optional[str] = None # Custom prompt from user (overrides auto-generated prompt)
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style: Optional[str] = None # "Auto", "Fiction", or "Realistic"
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rendering_speed: Optional[str] = None # "Default", "Turbo", or "Quality"
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aspect_ratio: Optional[str] = None # "1:1", "16:9", "9:16", "4:3", "3:4"
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class PodcastImageResponse(BaseModel):
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"""Response for podcast scene image generation."""
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scene_id: str
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scene_title: str
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image_filename: str
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image_url: str
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width: int
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height: int
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provider: str
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model: Optional[str] = None
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cost: float
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class PodcastVideoGenerationRequest(BaseModel):
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"""Request model for podcast video generation."""
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project_id: str = Field(..., description="Podcast project ID")
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scene_id: str = Field(..., description="Scene ID")
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scene_title: str = Field(..., description="Scene title")
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audio_url: str = Field(..., description="URL to the generated audio file")
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avatar_image_url: Optional[str] = Field(None, description="URL to scene image (required for video generation)")
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bible: Optional[Dict[str, Any]] = Field(None, description="Podcast Bible for hyper-personalization")
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resolution: str = Field("720p", description="Video resolution (480p or 720p)")
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prompt: Optional[str] = Field(None, description="Optional animation prompt override")
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seed: Optional[int] = Field(-1, description="Random seed; -1 for random")
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mask_image_url: Optional[str] = Field(None, description="Optional mask image URL to specify animated region")
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class PodcastVideoGenerationResponse(BaseModel):
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"""Response model for podcast video generation."""
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task_id: str
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status: str
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message: str
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class PodcastCombineVideosRequest(BaseModel):
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"""Request to combine scene videos into final podcast"""
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project_id: str = Field(..., description="Project ID")
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scene_video_urls: list[str] = Field(..., description="List of scene video URLs in order")
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podcast_title: str = Field(default="Podcast", description="Title for the final podcast video")
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class PodcastCombineVideosResponse(BaseModel):
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"""Response from combine videos endpoint"""
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task_id: str
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status: str
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message: str
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class AudioDubbingQuality(str, Enum):
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LOW = "low"
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HIGH = "high"
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@classmethod
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def from_string(cls, value: str) -> "AudioDubbingQuality":
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if value.lower() == "high":
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return cls.HIGH
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return cls.LOW
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class PodcastAudioDubRequest(BaseModel):
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"""Request model for audio dubbing."""
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source_audio_url: str = Field(..., description="URL or path to source audio file")
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source_language: Optional[str] = Field(None, description="Source language code (auto-detected if None)")
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target_language: str = Field(..., description="Target language for dubbing")
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quality: str = Field(default="low", description="Translation quality: low (DeepL) or high (WaveSpeed)")
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voice_id: Optional[str] = Field(default="Wise_Woman", description="Voice ID for TTS")
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speed: Optional[float] = Field(default=1.0, ge=0.5, le=2.0, description="Speech speed (0.5-2.0)")
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emotion: Optional[str] = Field(default="happy", description="Emotion for TTS voice")
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preserve_emotion: Optional[bool] = Field(default=True, description="Preserve emotional tone in translation")
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use_voice_clone: Optional[bool] = Field(default=False, description="Use voice cloning to preserve original speaker's voice")
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custom_voice_id: Optional[str] = Field(None, description="Custom name for the cloned voice")
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voice_clone_accuracy: Optional[float] = Field(default=0.7, ge=0.1, le=1.0, description="Voice cloning accuracy (0.1-1.0)")
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class PodcastAudioDubResponse(BaseModel):
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"""Response model for audio dubbing task creation."""
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task_id: str
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status: str = "pending"
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message: str = "Audio dubbing task created"
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class PodcastAudioDubResult(BaseModel):
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"""Response model for completed audio dubbing."""
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dubbed_audio_url: str
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dubbed_audio_filename: str
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original_transcript: str
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translated_transcript: str
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source_language: str
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target_language: str
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voice_id: str
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quality: str
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duration_seconds: int
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file_size: int
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cost: float
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task_id: str
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status: str = "completed"
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voice_clone_used: Optional[bool] = Field(default=False, description="Whether voice cloning was used")
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cloned_voice_id: Optional[str] = Field(None, description="ID of the cloned voice if voice_clone_used=True")
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class PodcastAudioDubEstimateRequest(BaseModel):
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"""Request model for dubbing cost estimation."""
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audio_duration_seconds: float = Field(..., description="Duration of source audio in seconds")
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target_language: str = Field(..., description="Target language")
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quality: str = Field(default="low", description="Translation quality")
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use_voice_clone: Optional[bool] = Field(default=False, description="Include voice cloning cost")
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class PodcastAudioDubEstimateResponse(BaseModel):
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"""Response model for dubbing cost estimation."""
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estimated_characters: int
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translation_cost: float
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tts_cost: float
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voice_clone_cost: float = 0.0
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total_cost: float
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currency: str = "USD"
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class VoiceCloneRequest(BaseModel):
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"""Request model for voice cloning."""
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source_audio_url: str = Field(..., description="URL or path to source audio file (10-60 seconds recommended)")
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custom_voice_id: Optional[str] = Field(None, description="Custom name for the cloned voice")
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accuracy: Optional[float] = Field(default=0.7, ge=0.1, le=1.0, description="Cloning accuracy (0.1-1.0)")
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language_boost: Optional[str] = Field(None, description="Language to optimize the voice for")
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class VoiceCloneResponse(BaseModel):
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"""Response model for voice cloning."""
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task_id: str
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status: str = "pending"
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message: str = "Voice cloning task created"
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class VoiceCloneResult(BaseModel):
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"""Response model for completed voice cloning."""
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voice_id: str
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voice_url: str
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source_language: str
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accuracy: float
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file_size: int
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task_id: str
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status: str = "completed"
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