Bugfix: Increase Vision timeout and migrate to gemini-embedding-001

agents/memory_agent.py

@@ -45,7 +45,7 @@ class MemoryAgent:
     def _get_embedding(self, text):
         # Using models/text-embedding-004
         result = self.client.models.embed_content(
-            model="text-embedding-004",
+            model="gemini-embedding-001",
             contents=text,
             config={"task_type": "retrieval_document"}
         )

agents/visual_analyst.py

@@ -12,7 +12,7 @@ class VisualAnalyst:
         if not self.api_key:
             raise ValueError("GEMINI_API_KEY not found")
         
-        self.client = genai.Client(api_key=self.api_key, http_options={'timeout': 15.0})
+        self.client = genai.Client(api_key=self.api_key, http_options={'timeout': 60.0})
         self.model_name = "gemini-1.5-flash"
         print(f"✅ VisualAnalyst stored Gemini model: {self.model_name}")