ALwrity persona system

2025-09-05 15:22:43 +05:30
parent ccbdc9e8c6
commit f82ada0361
38 changed files with 5673 additions and 1240 deletions
--- a/backend/services/persona/linkedin/linkedin_persona_schemas.py
+++ b/backend/services/persona/linkedin/linkedin_persona_schemas.py
@@ -0,0 +1,115 @@
+"""
+LinkedIn Persona Schemas
+Contains LinkedIn-specific JSON schemas for persona generation.
+"""
+
+from typing import Dict, Any
+
+
+class LinkedInPersonaSchemas:
+    """Handles LinkedIn-specific persona schema definitions."""
+    
+    @staticmethod
+    def get_linkedin_platform_schema() -> Dict[str, Any]:
+        """Get LinkedIn-specific platform persona schema."""
+        return {
+            "type": "object",
+            "properties": {
+                "platform_type": {"type": "string"},
+                "sentence_metrics": {
+                    "type": "object",
+                    "properties": {
+                        "max_sentence_length": {"type": "number"},
+                        "optimal_sentence_length": {"type": "number"},
+                        "sentence_variety": {"type": "string"}
+                    }
+                },
+                "lexical_adaptations": {
+                    "type": "object",
+                    "properties": {
+                        "platform_specific_words": {"type": "array", "items": {"type": "string"}},
+                        "hashtag_strategy": {"type": "string"},
+                        "emoji_usage": {"type": "string"},
+                        "mention_strategy": {"type": "string"}
+                    }
+                },
+                "content_format_rules": {
+                    "type": "object",
+                    "properties": {
+                        "character_limit": {"type": "number"},
+                        "paragraph_structure": {"type": "string"},
+                        "call_to_action_style": {"type": "string"},
+                        "link_placement": {"type": "string"}
+                    }
+                },
+                "engagement_patterns": {
+                    "type": "object",
+                    "properties": {
+                        "posting_frequency": {"type": "string"},
+                        "optimal_posting_times": {"type": "array", "items": {"type": "string"}},
+                        "engagement_tactics": {"type": "array", "items": {"type": "string"}},
+                        "community_interaction": {"type": "string"}
+                    }
+                },
+                "platform_best_practices": {
+                    "type": "array",
+                    "items": {"type": "string"}
+                }
+            },
+            "required": ["platform_type", "sentence_metrics", "content_format_rules", "engagement_patterns"]
+        }
+    
+    @staticmethod
+    def get_enhanced_linkedin_schema() -> Dict[str, Any]:
+        """Get enhanced LinkedIn schema with additional professional fields."""
+        base_schema = LinkedInPersonaSchemas.get_linkedin_platform_schema()
+        
+        # Add LinkedIn-specific professional fields
+        base_schema["properties"]["professional_networking"] = {
+            "type": "object",
+            "properties": {
+                "thought_leadership_positioning": {"type": "string"},
+                "industry_authority_building": {"type": "string"},
+                "professional_relationship_strategies": {"type": "array", "items": {"type": "string"}},
+                "career_advancement_focus": {"type": "string"}
+            }
+        }
+        
+        base_schema["properties"]["linkedin_features"] = {
+            "type": "object",
+            "properties": {
+                "articles_strategy": {"type": "string"},
+                "polls_optimization": {"type": "string"},
+                "events_networking": {"type": "string"},
+                "carousels_education": {"type": "string"},
+                "live_discussions": {"type": "string"},
+                "native_video": {"type": "string"}
+            }
+        }
+        
+        base_schema["properties"]["algorithm_optimization"] = {
+            "type": "object",
+            "properties": {
+                "engagement_patterns": {"type": "array", "items": {"type": "string"}},
+                "content_timing": {"type": "array", "items": {"type": "string"}},
+                "professional_value_metrics": {"type": "array", "items": {"type": "string"}},
+                "network_interaction_strategies": {"type": "array", "items": {"type": "string"}}
+            }
+        }
+        
+        # Add professional context optimization
+        base_schema["properties"]["professional_context_optimization"] = {
+            "type": "object",
+            "properties": {
+                "industry_specific_positioning": {"type": "string"},
+                "expertise_level_adaptation": {"type": "string"},
+                "company_size_considerations": {"type": "string"},
+                "business_model_alignment": {"type": "string"},
+                "professional_role_authority": {"type": "string"},
+                "demographic_targeting": {"type": "array", "items": {"type": "string"}},
+                "psychographic_engagement": {"type": "string"},
+                "conversion_optimization": {"type": "string"}
+            }
+        }
+        
+        return base_schema