diff --git a/multi_modal_auto_agent.py b/multi_modal_auto_agent.py
index f5462847..1500349c 100644
--- a/multi_modal_auto_agent.py
+++ b/multi_modal_auto_agent.py
@@ -11,7 +11,7 @@ img = "images/swarms.jpeg"
 flow = Flow(
     llm=llm,
     max_loops="auto",
-    dashboard=True,
+
 )
 
 flow.run(task=task, img=img)
diff --git a/swarms/models/gpt4_vision_api.py b/swarms/models/gpt4_vision_api.py
index 87c76200..87436c55 100644
--- a/swarms/models/gpt4_vision_api.py
+++ b/swarms/models/gpt4_vision_api.py
@@ -18,7 +18,10 @@ class GPT4VisionAPI:
     ----------
     openai_api_key : str
         The OpenAI API key. Defaults to the OPENAI_API_KEY environment variable.
+    max_tokens : int
+        The maximum number of tokens to generate. Defaults to 300.
 
+    
     Methods
     -------
     encode_image(img: str)
@@ -39,9 +42,10 @@ class GPT4VisionAPI:
 
     """
 
-    def __init__(self, openai_api_key: str = openai_api_key):
+    def __init__(self, openai_api_key: str = openai_api_key, max_tokens: str = 300):
         super().__init__()
         self.openai_api_key = openai_api_key
+        self.max_tokens = max_tokens
 
     def encode_image(self, img: str):
         """Encode image to base64."""
@@ -75,7 +79,7 @@ class GPT4VisionAPI:
                         ],
                     }
                 ],
-                "max_tokens": 300,
+                "max_tokens": self.max_tokens,
             }
             response = requests.post(
                 "https://api.openai.com/v1/chat/completions",
@@ -84,8 +88,8 @@ class GPT4VisionAPI:
             )
 
             out = response.json()
-
-            out = out["choices"][0]["text"]
+            content = out["choices"][0]["message"]["content"]
+            print(content)
         except Exception as error:
             print(f"Error with the request: {error}")
             raise error
@@ -117,14 +121,18 @@ class GPT4VisionAPI:
                         ],
                     }
                 ],
-                "max_tokens": 300,
+                "max_tokens": self.max_tokens,
             }
             response = requests.post(
                 "https://api.openai.com/v1/chat/completions",
                 headers=headers,
                 json=payload,
             )
-            return response.json()
+
+            out = response.json()
+            content = out["choices"][0]["message"]["content"]
+            print(content)
         except Exception as error:
             print(f"Error with the request: {error}")
             raise error
+        # Function to handle vision tasks
\ No newline at end of file
diff --git a/tests/models/test_gpt4_vision_api.py b/tests/models/test_gpt4_vision_api.py
index a40d6f63..df2379a8 100644
--- a/tests/models/test_gpt4_vision_api.py
+++ b/tests/models/test_gpt4_vision_api.py
@@ -25,7 +25,7 @@ def test_encode_image(vision_api):
     with patch(
         "builtins.open", mock_open(read_data=b"test_image_data"), create=True
     ):
-        encoded_image = vision_api.encode_image("test_image.jpg")
+        encoded_image = vision_api.encode_image(img)
         assert encoded_image == "dGVzdF9pbWFnZV9kYXRh"
 
 
@@ -34,7 +34,7 @@ def test_run_success(vision_api):
     with patch(
         "requests.post", return_value=Mock(json=lambda: expected_response)
     ) as mock_post:
-        result = vision_api.run("What is this?", "test_image.jpg")
+        result = vision_api.run("What is this?", img)
         mock_post.assert_called_once()
         assert result == "This is the model's response."
 
@@ -44,7 +44,7 @@ def test_run_request_error(vision_api):
         "requests.post", side_effect=RequestException("Request Error")
     ) as mock_post:
         with pytest.raises(RequestException):
-            vision_api.run("What is this?", "test_image.jpg")
+            vision_api.run("What is this?", img)
 
 
 def test_run_response_error(vision_api):
@@ -53,7 +53,7 @@ def test_run_response_error(vision_api):
         "requests.post", return_value=Mock(json=lambda: expected_response)
     ) as mock_post:
         with pytest.raises(RuntimeError):
-            vision_api.run("What is this?", "test_image.jpg")
+            vision_api.run("What is this?", img)
 
 
 def test_call(vision_api):
@@ -61,7 +61,7 @@ def test_call(vision_api):
     with patch(
         "requests.post", return_value=Mock(json=lambda: expected_response)
     ) as mock_post:
-        result = vision_api("What is this?", "test_image.jpg")
+        result = vision_api("What is this?", img)
         mock_post.assert_called_once()
         assert result == "This is the model's response."