intagrate visual RAG

src/agents/__init__.py

@@ -2,9 +2,20 @@
 Agent modules for chatbot implementations
 """
 
-from .smart_chatbot import get_chatbot as get_smart_chatbot
-from .multi_agent_chatbot import get_multi_agent_chatbot
 from .gemini_chatbot import get_gemini_chatbot
+from .visual_chatbot import get_visual_chatbot
+from .multi_agent_chatbot import get_multi_agent_chatbot
+from .smart_chatbot import get_chatbot as get_smart_chatbot
+from .visual_multi_agent_chatbot import get_visual_multi_agent_chatbot
 
-__all__ = ["get_smart_chatbot", "get_multi_agent_chatbot", "get_gemini_chatbot"]
+# Alias for backward compatibility
+get_visual_chatbot_v2 = get_visual_multi_agent_chatbot
 
+__all__ = [
+    "get_smart_chatbot",
+    "get_multi_agent_chatbot", 
+    "get_gemini_chatbot",
+    "get_visual_chatbot",
+    "get_visual_multi_agent_chatbot",
+    "get_visual_chatbot_v2"
+]