[fix] add total usage for anthropic multimodal

edenai_apis/apis/anthropic/anthropic_api.py

@@ -375,9 +375,14 @@ def multimodal__chat(
  original_response = self.__anthropic_request(
  request_body=request_body, model=model
  )
-
  generated_text = original_response["content"][0]["text"]
 
+ # Calculate total usage
+ original_response["usage"]["total_tokens"] = (
+ original_response["usage"]["input_tokens"]
+ + original_response["usage"]["output_tokens"]
+ )
+
  standardized_response = (
  ChatMultimodalDataClass.generate_standardized_response(
  generated_text=generated_text, messages=messages

edenai_apis/apis/anthropic/outputs/multimodal/chat_output.json

@@ -1,24 +1,25 @@
 {
  "original_response": {
- "id": "msg_014iDSJ4Juvko2577PhRDsQo",
+ "id": "msg_01KDs9mZ31EVLczTkdafmTDQ",
  "type": "message",
  "role": "assistant",
  "content": [
  {
  "type": "text",
- "text": "The image depicts a peaceful nature scene. In the foreground, there is a wooden boardwalk or trail that extends through a lush green meadow filled with tall grasses. The boardwalk leads the viewer's eye towards the distance, where trees and bushes can be seen lining the horizon. The sky above is a beautiful shade of blue with scattered white clouds, creating a serene and tranquil atmosphere. The image conveys a sense of serenity and invites the viewer to explore the natural surroundings along the path."
+ "text": "The image depicts a peaceful nature scene. In the foreground, there is a wooden boardwalk or trail that extends through a lush green meadow filled with tall grass. The boardwalk leads the viewer's eye towards the distance, where trees and bushes can be seen lining the horizon. The sky above is a beautiful shade of blue with scattered white clouds, creating a serene and tranquil atmosphere. The image conveys a sense of serenity and invites the viewer to explore the natural surroundings along the path."
  }
  ],
  "model": "claude-3-sonnet-28k-20240229",
  "stop_reason": "end_turn",
  "stop_sequence": null,
  "usage": {
  "input_tokens": 1613,
- "output_tokens": 116
+ "output_tokens": 115,
+ "total_tokens": 1728
  }
  },
  "standardized_response": {
- "generated_text": "The image depicts a peaceful nature scene. In the foreground, there is a wooden boardwalk or trail that extends through a lush green meadow filled with tall grasses. The boardwalk leads the viewer's eye towards the distance, where trees and bushes can be seen lining the horizon. The sky above is a beautiful shade of blue with scattered white clouds, creating a serene and tranquil atmosphere. The image conveys a sense of serenity and invites the viewer to explore the natural surroundings along the path.",
+ "generated_text": "The image depicts a peaceful nature scene. In the foreground, there is a wooden boardwalk or trail that extends through a lush green meadow filled with tall grass. The boardwalk leads the viewer's eye towards the distance, where trees and bushes can be seen lining the horizon. The sky above is a beautiful shade of blue with scattered white clouds, creating a serene and tranquil atmosphere. The image conveys a sense of serenity and invites the viewer to explore the natural surroundings along the path.",
  "messages": [
  {
  "role": "user",
@@ -38,7 +39,7 @@
  "media_url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg",
  "media_base64": null,
  "text": null,
- "media_type": null
+ "media_type": "image/jpeg"
  }
  }
  ]
@@ -51,7 +52,7 @@
  "content": {
  "media_url": null,
  "media_base64": null,
- "text": "The image depicts a peaceful nature scene. In the foreground, there is a wooden boardwalk or trail that extends through a lush green meadow filled with tall grasses. The boardwalk leads the viewer's eye towards the distance, where trees and bushes can be seen lining the horizon. The sky above is a beautiful shade of blue with scattered white clouds, creating a serene and tranquil atmosphere. The image conveys a sense of serenity and invites the viewer to explore the natural surroundings along the path.",
+ "text": "The image depicts a peaceful nature scene. In the foreground, there is a wooden boardwalk or trail that extends through a lush green meadow filled with tall grass. The boardwalk leads the viewer's eye towards the distance, where trees and bushes can be seen lining the horizon. The sky above is a beautiful shade of blue with scattered white clouds, creating a serene and tranquil atmosphere. The image conveys a sense of serenity and invites the viewer to explore the natural surroundings along the path.",
  "media_type": null
  }
  }