Update app/api/v1/repositories.py

app/api/v1/repositories.py

@@ -81,7 +81,24 @@ async def process_repository_background(repository_id: int, user_id: str):
         if not embedded_chunks:
             raise Exception("Failed to generate local embeddings")
         
-        force_log(f"💾 Step 4: Storing embeddings in ChromaDB")
+        force_log(f"💾 Step 4a: Storing full content in PostgreSQL (Neon)")
+        # Store full content in database
+        from app.models.code_file import CodeFile
+        for chunk in embedded_chunks:
+            code_file = CodeFile(
+                repository_id=repository_id,
+                file_path=chunk['file_path'],
+                full_content=chunk['content'],
+                chunk_index=chunk['chunk_index'],
+                start_line=chunk['start_line'],
+                end_line=chunk['end_line'],
+                chunk_type=chunk['chunk_type']
+            )
+            db.add(code_file)
+        db.commit()
+        force_log(f"✅ Saved {len(embedded_chunks)} code chunks to PostgreSQL")
+        
+        force_log(f"💾 Step 4b: Storing embeddings (identifiers only) in Pinecone")
         await vector_service.store_embeddings(repository_id, embedded_chunks)
         
         repository.status = RepositoryStatusEnum.READY
@@ -222,7 +239,7 @@ async def delete_repository(
         raise HTTPException(status_code=404, detail="Repository not found or access denied")
     
     try:
-        # Delete vector data from ChromaDB
+        # Delete vector data from Pinecone
         vector_service = VectorService()
         await vector_service.delete_repository_data(repository_id)
         logger.info(f"🗑️ Deleted vector data for repository {repository_id}")