Change model to Gemini for summary

Author: MrDesjardins

services/summarization.py

@@ -16,7 +16,7 @@
 3. If the audiobook covers 40 points, summarize the 40 points. If it covers 10 points, summarize the 10 points. If it is unclear use that heuristic: take the Key points discussed and focus on 5 to 10 bullet points depending of the number of topics/laws/concepts/ideas/points covered.
 4. Any important conclusions or takeaways. A paragraph of about 3 to 5 sentences.
 
-Keep the summary clear, well-structured, and informative.
+Keep the summary clear, well-structured, and informative. Remove all sponsorship mentions, ads, and unrelated tangents.
 
 Transcript:
 {transcript}
@@ -104,7 +104,7 @@ def _summarize_with_gemini(transcript: str, video_id: str) -> str:
 
         # Generate content using the new API
         response = client.models.generate_content(
-            model="gemini-1.5-flash",
+            model="gemini-3-flash-preview",
             contents=prompt,  # Using cost-effective model
         )
 

services/weekly_summary.py

@@ -406,7 +406,7 @@ def generate_weekly_summary_gemini(summaries: List[Dict[str, str]]) -> Optional[
 Write in markdown format. Be insightful, synthesis-focused, and highlight connections between books."""
 
         response = client.models.generate_content(
-            model="gemini-1.5-pro",  # Use Pro for better quality
+            model="gemini-3-pro-preview",  # Using advanced Gemini model
             contents=prompt,
         )
 

tests/services/test_summarization.py

@@ -160,7 +160,7 @@ def test_summarize_with_gemini_success(self, mock_config, mock_genai_class):
         # Verify API call
         mock_client.models.generate_content.assert_called_once()
         call_args = mock_client.models.generate_content.call_args
-        assert call_args[1]["model"] == "gemini-1.5-flash"
+        assert call_args[1]["model"] == "gemini-3-flash-preview"
         assert "Test transcript" in call_args[1]["contents"]
 
     @patch("services.summarization.genai.Client")