Added video studio router and endpoints. Added research router and endpoints. Added youtube router and endpoints. Added onboarding utils router and endpoints. Added onboarding utils service. Added onboarding utils models. Added onboarding utils routes. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils. Added onboarding utils utils.
This commit is contained in:
ajaysi
@@ -33,11 +33,18 @@ class ProviderAvailability(BaseModel):
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class PersonaDefaults(BaseModel):
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"""Persona-aware research defaults."""
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"""Persona-aware research defaults for hyper-personalization."""
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industry: Optional[str] = None
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target_audience: Optional[str] = None
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suggested_domains: list[str] = []
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suggested_exa_category: Optional[str] = None
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has_research_persona: bool = False # Phase 2: Indicates if research persona exists
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# Phase 2: Additional fields from research persona for pre-filling advanced options
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default_research_mode: Optional[str] = None # basic, comprehensive, targeted
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default_provider: Optional[str] = None # exa, tavily, google
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suggested_keywords: list[str] = [] # For keyword suggestions
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research_angles: list[str] = [] # Alternative research focuses
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class ResearchConfigResponse(BaseModel):
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@@ -106,7 +113,12 @@ async def get_persona_defaults(
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"""
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Get persona-aware research defaults for the current user.
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Returns industry, target audience, and smart suggestions based on onboarding data.
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Phase 2: Prioritizes research persona fields (richer defaults) over core persona.
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Since onboarding is mandatory, we always have core persona data - never return "General".
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Returns industry, target audience, and smart suggestions based on:
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1. Research persona (if exists) - has suggested domains, Exa category, etc.
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2. Core persona (fallback) - industry and target audience from onboarding
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"""
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try:
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user_id = str(current_user.get('id'))
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@@ -114,54 +126,114 @@ async def get_persona_defaults(
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# Add explicit null check for database session
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if not db:
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logger.error(f"[ResearchConfig] Database session is None for user {user_id} in get_persona_defaults")
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# Return defaults rather than error
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# Return minimal defaults - but onboarding guarantees this won't happen
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return PersonaDefaults()
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db_service = OnboardingDatabaseService(db=db)
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# Try to get persona data first (most reliable source for industry/target_audience)
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# Phase 2: First check if research persona exists (cached only - don't generate here)
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# Generation happens in ResearchEngine.research() on first use
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research_persona = None
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try:
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persona_service = ResearchPersonaService(db_session=db)
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research_persona = persona_service.get_cached_only(user_id)
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except Exception as e:
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logger.debug(f"[ResearchConfig] Could not get research persona for {user_id}: {e}")
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# If research persona exists, use its richer defaults (Phase 2: hyper-personalization)
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if research_persona:
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logger.info(f"[ResearchConfig] Using research persona defaults for user {user_id}")
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# Ensure we never return "General" - provide meaningful defaults
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industry = research_persona.default_industry
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target_audience = research_persona.default_target_audience
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# If persona has generic defaults, provide better ones
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if industry == "General" or not industry:
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industry = "Technology" # Safe default for content creators
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logger.info(f"[ResearchConfig] Upgrading generic industry to '{industry}' for user {user_id}")
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if target_audience == "General" or not target_audience:
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target_audience = "Professionals and content consumers" # Better than "General"
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logger.info(f"[ResearchConfig] Upgrading generic target_audience to '{target_audience}' for user {user_id}")
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return PersonaDefaults(
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industry=industry,
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target_audience=target_audience,
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suggested_domains=research_persona.suggested_exa_domains or [],
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suggested_exa_category=research_persona.suggested_exa_category,
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has_research_persona=True, # Frontend can use this
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# Phase 2: Additional pre-fill fields
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default_research_mode=research_persona.default_research_mode,
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default_provider=research_persona.default_provider,
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suggested_keywords=research_persona.suggested_keywords or [],
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research_angles=research_persona.research_angles or [],
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# Phase 2+: Enhanced provider-specific defaults
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suggested_exa_search_type=getattr(research_persona, 'suggested_exa_search_type', None),
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suggested_tavily_topic=getattr(research_persona, 'suggested_tavily_topic', None),
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suggested_tavily_search_depth=getattr(research_persona, 'suggested_tavily_search_depth', None),
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suggested_tavily_include_answer=getattr(research_persona, 'suggested_tavily_include_answer', None),
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suggested_tavily_time_range=getattr(research_persona, 'suggested_tavily_time_range', None),
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suggested_tavily_raw_content_format=getattr(research_persona, 'suggested_tavily_raw_content_format', None),
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provider_recommendations=getattr(research_persona, 'provider_recommendations', {}),
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)
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# Fallback to core persona from onboarding (guaranteed to exist after onboarding)
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persona_data = db_service.get_persona_data(user_id, db)
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industry = 'General'
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target_audience = 'General'
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industry = None
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target_audience = None
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if persona_data:
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core_persona = persona_data.get('corePersona') or persona_data.get('core_persona')
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if core_persona:
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if core_persona.get('industry'):
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industry = core_persona['industry']
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if core_persona.get('target_audience'):
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target_audience = core_persona['target_audience']
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industry = core_persona.get('industry')
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target_audience = core_persona.get('target_audience')
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# Fallback to website analysis if persona data doesn't have industry info
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if industry == 'General':
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# Fallback to website analysis if core persona doesn't have industry
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if not industry:
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website_analysis = db_service.get_website_analysis(user_id, db)
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if website_analysis:
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target_audience_data = website_analysis.get('target_audience', {})
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if isinstance(target_audience_data, dict):
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# Extract from target_audience JSON field
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industry_focus = target_audience_data.get('industry_focus')
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if industry_focus:
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industry = industry_focus
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industry = target_audience_data.get('industry_focus')
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demographics = target_audience_data.get('demographics')
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if demographics:
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if demographics and not target_audience:
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target_audience = demographics if isinstance(demographics, str) else str(demographics)
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# Phase 2: Never return "General" - use sensible defaults from onboarding or fallback
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# Since onboarding is mandatory, we should always have real data
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if not industry:
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industry = "Technology" # Safe default for content creators
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logger.warning(f"[ResearchConfig] No industry found for user {user_id}, using default")
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if not target_audience:
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target_audience = "Professionals" # Safe default
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logger.warning(f"[ResearchConfig] No target_audience found for user {user_id}, using default")
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# Suggest domains based on industry
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suggested_domains = _get_domain_suggestions(industry)
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# Suggest Exa category based on industry
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suggested_exa_category = _get_exa_category_suggestion(industry)
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logger.info(f"[ResearchConfig] Using core persona defaults for user {user_id}: industry={industry}")
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return PersonaDefaults(
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industry=industry,
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target_audience=target_audience,
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suggested_domains=suggested_domains,
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suggested_exa_category=suggested_exa_category
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suggested_exa_category=suggested_exa_category,
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has_research_persona=False # Frontend knows to trigger generation
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)
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except Exception as e:
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logger.error(f"[ResearchConfig] Error getting persona defaults for user {user_id if 'user_id' in locals() else 'unknown'}: {e}", exc_info=True)
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# Return defaults rather than error
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return PersonaDefaults()
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# Return sensible defaults - never "General"
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return PersonaDefaults(
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industry="Technology",
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target_audience="Professionals",
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suggested_domains=[],
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suggested_exa_category=None,
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has_research_persona=False
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)
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@router.get("/research-persona")
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@@ -430,7 +502,7 @@ async def get_competitor_analysis(
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success=False,
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error="Onboarding step 3 (Competitor Analysis) is not completed. Please complete onboarding step 3 first."
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)
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print(f"[COMPETITOR_ANALYSIS] ✅ Step 3 is completed (current_step={session.current_step} or research_preferences exists)")
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# Try Method 1: Get competitor data from CompetitorAnalysis table using OnboardingDatabaseService
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@@ -438,11 +510,11 @@ async def get_competitor_analysis(
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print(f"[COMPETITOR_ANALYSIS] 🔍 Method 1: Querying CompetitorAnalysis table using OnboardingDatabaseService...")
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try:
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competitors = db_service.get_competitor_analysis(user_id, db)
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if competitors:
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print(f"[COMPETITOR_ANALYSIS] ✅ Found {len(competitors)} competitor records from CompetitorAnalysis table")
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logger.info(f"[ResearchConfig] Found {len(competitors)} competitors from CompetitorAnalysis table for user {user_id}")
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# Map competitor fields to match frontend expectations
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mapped_competitors = []
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for comp in competitors:
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@@ -453,7 +525,7 @@ async def get_competitor_analysis(
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"similarity_score": comp.get("relevance_score") or comp.get("similarity_score", 0.5)
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}
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mapped_competitors.append(mapped_comp)
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print(f"[COMPETITOR_ANALYSIS] ✅ SUCCESS: Returning {len(mapped_competitors)} competitors for user_id={user_id}")
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return CompetitorAnalysisResponse(
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success=True,
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@@ -468,7 +540,7 @@ async def get_competitor_analysis(
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)
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else:
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print(f"[COMPETITOR_ANALYSIS] ⚠️ No competitor records found in CompetitorAnalysis table for user_id={user_id}")
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except Exception as e:
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print(f"[COMPETITOR_ANALYSIS] ❌ EXCEPTION in Method 1: {e}")
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import traceback
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@@ -487,12 +559,12 @@ async def get_competitor_analysis(
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research_data_result = await step3_service.get_research_data(str(session.id))
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print(f"[COMPETITOR_ANALYSIS] Step3ResearchService.get_research_data() result: success={research_data_result.get('success')}")
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if research_data_result.get('success'):
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# Handle both 'research_data' and 'step3_research_data' keys
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# Handle both 'research_data' and 'step3_research_data' keys
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research_data = research_data_result.get('step3_research_data') or research_data_result.get('research_data', {})
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print(f"[COMPETITOR_ANALYSIS] Research data keys: {list(research_data.keys()) if isinstance(research_data, dict) else 'Not a dict'}")
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if isinstance(research_data, dict) and research_data.get('competitors'):
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competitors_list = research_data.get('competitors', [])
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print(f"[COMPETITOR_ANALYSIS] ✅ Found {len(competitors_list)} competitors in step_data via Step3ResearchService")
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@@ -500,8 +572,8 @@ async def get_competitor_analysis(
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if competitors_list:
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analysis_metadata = research_data.get('analysis_metadata', {})
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social_media_data = analysis_metadata.get('social_media_data', {})
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# Map competitor fields to match frontend expectations
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# Map competitor fields to match frontend expectations
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mapped_competitors = []
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for comp in competitors_list:
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mapped_comp = {
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@@ -511,7 +583,7 @@ async def get_competitor_analysis(
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"similarity_score": comp.get("relevance_score") or comp.get("similarity_score", 0.5)
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}
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mapped_competitors.append(mapped_comp)
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print(f"[COMPETITOR_ANALYSIS] ✅ SUCCESS: Returning {len(mapped_competitors)} competitors from step_data for user_id={user_id}")
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logger.info(f"[ResearchConfig] Found {len(mapped_competitors)} competitors from step_data via Step3ResearchService for user {user_id}")
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return CompetitorAnalysisResponse(
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@@ -561,6 +633,114 @@ async def get_competitor_analysis(
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print(f"[COMPETITOR_ANALYSIS] ===== END: Getting competitor analysis for user_id={user_id} =====\n")
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@router.post("/competitor-analysis/refresh", response_model=CompetitorAnalysisResponse)
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async def refresh_competitor_analysis(
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current_user: Dict = Depends(get_current_user),
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db: Session = Depends(get_db)
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):
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"""
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Refresh competitor analysis by re-running competitor discovery from onboarding.
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This endpoint re-triggers the competitor discovery process and saves the results
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to the database, allowing users to update their competitor analysis data.
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"""
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user_id = None
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try:
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user_id = str(current_user.get('id'))
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logger.info(f"[ResearchConfig] Refreshing competitor analysis for user {user_id}")
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if not db:
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raise HTTPException(status_code=500, detail="Database session not available")
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|
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db_service = OnboardingDatabaseService(db=db)
|
||||
|
||||
# Get onboarding session
|
||||
session = db_service.get_session_by_user(user_id, db)
|
||||
if not session:
|
||||
return CompetitorAnalysisResponse(
|
||||
success=False,
|
||||
error="No onboarding session found. Please complete onboarding first."
|
||||
)
|
||||
|
||||
# Get website URL from website analysis
|
||||
website_analysis = db_service.get_website_analysis(user_id, db)
|
||||
if not website_analysis or not website_analysis.get('website_url'):
|
||||
return CompetitorAnalysisResponse(
|
||||
success=False,
|
||||
error="No website URL found. Please complete onboarding step 2 (Website Analysis) first."
|
||||
)
|
||||
|
||||
user_url = website_analysis.get('website_url')
|
||||
if not user_url or user_url.strip() == '':
|
||||
return CompetitorAnalysisResponse(
|
||||
success=False,
|
||||
error="Website URL is empty. Please complete onboarding step 2 (Website Analysis) first."
|
||||
)
|
||||
|
||||
# Get industry context from research preferences or persona
|
||||
research_prefs = db_service.get_research_preferences(user_id, db) or {}
|
||||
persona_data = db_service.get_persona_data(user_id, db) or {}
|
||||
core_persona = persona_data.get('corePersona') or persona_data.get('core_persona') or {}
|
||||
industry_context = core_persona.get('industry') or research_prefs.get('industry') or None
|
||||
|
||||
# Import and use Step3ResearchService to re-run competitor discovery
|
||||
from api.onboarding_utils.step3_research_service import Step3ResearchService
|
||||
|
||||
step3_service = Step3ResearchService()
|
||||
result = await step3_service.discover_competitors_for_onboarding(
|
||||
user_url=user_url,
|
||||
user_id=user_id,
|
||||
industry_context=industry_context,
|
||||
num_results=25,
|
||||
website_analysis_data=website_analysis
|
||||
)
|
||||
|
||||
if result.get("success"):
|
||||
# Get the updated competitor data from database
|
||||
competitors = db_service.get_competitor_analysis(user_id, db)
|
||||
|
||||
if competitors:
|
||||
# Map competitor fields
|
||||
mapped_competitors = []
|
||||
for comp in competitors:
|
||||
mapped_comp = {
|
||||
**comp,
|
||||
"name": comp.get("title") or comp.get("name") or comp.get("domain", ""),
|
||||
"description": comp.get("summary") or comp.get("description", ""),
|
||||
"similarity_score": comp.get("relevance_score") or comp.get("similarity_score", 0.5)
|
||||
}
|
||||
mapped_competitors.append(mapped_comp)
|
||||
|
||||
logger.info(f"[ResearchConfig] Successfully refreshed competitor analysis: {len(mapped_competitors)} competitors")
|
||||
return CompetitorAnalysisResponse(
|
||||
success=True,
|
||||
competitors=mapped_competitors,
|
||||
social_media_accounts=result.get("social_media_accounts", {}),
|
||||
social_media_citations=result.get("social_media_citations", []),
|
||||
research_summary=result.get("research_summary", {}),
|
||||
analysis_timestamp=result.get("analysis_timestamp")
|
||||
)
|
||||
else:
|
||||
return CompetitorAnalysisResponse(
|
||||
success=False,
|
||||
error="Competitor discovery completed but no data was saved. Please try again."
|
||||
)
|
||||
else:
|
||||
return CompetitorAnalysisResponse(
|
||||
success=False,
|
||||
error=result.get("error", "Failed to refresh competitor analysis")
|
||||
)
|
||||
|
||||
except HTTPException:
|
||||
raise
|
||||
except Exception as e:
|
||||
logger.error(f"[ResearchConfig] Error refreshing competitor analysis for user {user_id if user_id else 'unknown'}: {e}", exc_info=True)
|
||||
raise HTTPException(
|
||||
status_code=500,
|
||||
detail=f"Failed to refresh competitor analysis: {str(e)}"
|
||||
)
|
||||
|
||||
|
||||
# Helper functions from RESEARCH_AI_HYPERPERSONALIZATION.md
|
||||
|
||||
def _get_domain_suggestions(industry: str) -> list[str]:
|
||||
|
||||
Reference in New Issue
Block a user