Added enhanced linguistic analyzer and persona quality improver

2025-09-14 10:21:36 +05:30
parent fe277afc62
commit 380bb19673
16 changed files with 34 additions and 308 deletions
--- a/backend/test/test_gemini_direct.py
+++ b/backend/test/test_gemini_direct.py
@@ -0,0 +1,60 @@
+import asyncio
+from services.llm_providers.gemini_grounded_provider import GeminiGroundedProvider
+
+async def test_gemini_direct():
+    gemini = GeminiGroundedProvider()
+    
+    prompt = """
+    Research the topic "AI content generation" in the Technology industry for content creators audience. Provide a comprehensive analysis including:
+
+    1. Current trends and insights (2024-2025)
+    2. Key statistics and data points with sources
+    3. Industry expert opinions and quotes
+    4. Recent developments and news
+    5. Market analysis and forecasts
+    6. Best practices and case studies
+    7. Keyword analysis: primary, secondary, and long-tail opportunities
+    8. Competitor analysis: top players and content gaps
+    9. Content angle suggestions: 5 compelling angles for blog posts
+
+    Focus on factual, up-to-date information from credible sources.
+    Include specific data points, percentages, and recent developments.
+    Structure your response with clear sections for each analysis area.
+    """
+    
+    try:
+        result = await gemini.generate_grounded_content(
+            prompt=prompt,
+            content_type="research",
+            max_tokens=2000
+        )
+        
+        print("=== GEMINI RESULT ===")
+        print(f"Type: {type(result)}")
+        print(f"Keys: {list(result.keys()) if isinstance(result, dict) else 'Not a dict'}")
+        
+        if isinstance(result, dict):
+            print(f"Sources count: {len(result.get('sources', []))}")
+            print(f"Search queries count: {len(result.get('search_queries', []))}")
+            print(f"Has search widget: {bool(result.get('search_widget'))}")
+            print(f"Content length: {len(result.get('content', ''))}")
+            
+            print("\n=== FIRST SOURCE ===")
+            sources = result.get('sources', [])
+            if sources:
+                print(f"Source: {sources[0]}")
+            
+            print("\n=== SEARCH QUERIES (First 3) ===")
+            queries = result.get('search_queries', [])
+            for i, query in enumerate(queries[:3]):
+                print(f"{i+1}. {query}")
+        else:
+            print(f"Result is not a dict: {result}")
+            
+    except Exception as e:
+        print(f"Error: {e}")
+        import traceback
+        traceback.print_exc()
+
+if __name__ == "__main__":
+    asyncio.run(test_gemini_direct())