Research component integration, Copilotkit implementation, SEO copilotkit implementation, Wix SEO metadata complete, Wix SEO metadata review

backend/services/blog_writer/research/google_provider.py

@@ -0,0 +1,40 @@
+"""
+Google Research Provider
+
+Wrapper for Gemini native Google Search grounding to match base provider interface.
+"""
+
+from services.llm_providers.gemini_grounded_provider import GeminiGroundedProvider
+from models.subscription_models import APIProvider
+from .base_provider import ResearchProvider as BaseProvider
+from loguru import logger
+
+
+class GoogleResearchProvider(BaseProvider):
+    """Google research provider using Gemini native grounding."""
+    
+    def __init__(self):
+        self.gemini = GeminiGroundedProvider()
+    
+    async def search(self, prompt, topic, industry, target_audience, config, user_id):
+        """Call Gemini grounding with pre-flight validation."""
+        logger.info(f"[Google Research] Executing search for topic: {topic}")
+        
+        result = await self.gemini.generate_grounded_content(
+            prompt=prompt,
+            content_type="research",
+            max_tokens=2000,
+            user_id=user_id,
+            validate_subsequent_operations=True
+        )
+        
+        return result
+    
+    def get_provider_enum(self):
+        """Return GEMINI provider enum for subscription tracking."""
+        return APIProvider.GEMINI
+    
+    def estimate_tokens(self) -> int:
+        """Estimate token usage for Google grounding."""
+        return 1200  # Conservative estimate
+