Llama 4 Maverick API

    
      from together import Together

      client = Together()  # API key via api_key param or TOGETHER_API_KEY env var

      # Query image with Llama 4 Maverick model
      response = client.chat.completions.create(
        model="meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8",
        messages=[{
            "role": "user",
            "content": [
                {"type": "text", "text": "What can you see in this image?"},
                {"type": "image_url", "image_url": {"url": "https://huggingface.co/datasets/patrickvonplaten/random_img/resolve/main/yosemite.png"}}
            ]
        }]
      )

      print(response.choices[0].message.content)
    

    
      The image depicts a serene landscape of Yosemite National Park, featuring a river flowing through a valley surrounded by towering cliffs and lush greenery.

      *   **River:**
          *   The river is calm and peaceful, with clear water that reflects the surrounding scenery.
          *   It flows gently from the bottom-left corner to the center-right of the image.
          *   The riverbank is lined with rocks and grasses, adding to the natural beauty of the scene.
      *   **Cliffs:**
          *   The cliffs are massive and imposing, rising steeply from the valley floor.
          *   They are composed of light-colored rock, possibly granite, and feature vertical striations.
          *   The cliffs are covered in trees and shrubs, which adds to their rugged charm.
      *   **Trees and Vegetation:**
          *   The valley is densely forested, with tall trees growing along the riverbanks and on the cliffsides.
          *   The trees are a mix of evergreen and deciduous species, with some displaying vibrant green foliage.
          *   Grasses and shrubs grow in the foreground, adding texture and color to the scene.
      *   **Sky:**
          *   The sky is a brilliant blue, with only a few white clouds scattered across it.
          *   The sun appears to be shining from the right side of the image, casting a warm glow over the scene.

      In summary, the image presents a breathtaking view of Yosemite National Park, showcasing the natural beauty of the valley and its surroundings. The calm river, towering cliffs, and lush vegetation all contribute to a sense of serenity and wonder.

    

    
      import os
      import json
      import openai

      client = openai.OpenAI(
          base_url = "https://api.together.xyz/v1",
          api_key = os.environ['TOGETHER_API_KEY'],
      )

      tools = [
        {
          "type": "function",
          "function": {
            "name": "get_current_weather",
            "description": "Get the current weather in a given location",
            "parameters": {
              "type": "object",
              "properties": {
                "location": {
                  "type": "string",
                  "description": "The city and state, e.g. San Francisco, CA"
                },
                "unit": {
                  "type": "string",
                  "enum": [
                    "celsius",
                    "fahrenheit"
                  ]
                }
              }
            }
          }
        }
      ]

      messages = [
          {"role": "system", "content": "You are a helpful assistant that can access external functions. The responses from these function calls will be appended to this dialogue. Please provide responses based on the information from these function calls."},
          {"role": "user", "content": "What is the current temperature of New York, San Francisco and Chicago?"}
      ]
          
      response = client.chat.completions.create(
          model="meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8",
          messages=messages,
          tools=tools,
          tool_choice="auto",
      )

      print(json.dumps(response.choices[0].message.model_dump()['tool_calls'], indent=2))
    

    
      [
        {
          "id": "call_1p75qwks0etzfy1g6noxvsgs",
          "function": {
            "arguments": "{\"location\":\"New York, NY\",\"unit\":\"fahrenheit\"}",
            "name": "get_current_weather"
          },
          "type": "function"
        },
        {
          "id": "call_aqjfgn65d0c280fjd3pbzpc6",
          "function": {
            "arguments": "{\"location\":\"San Francisco, CA\",\"unit\":\"fahrenheit\"}",
            "name": "get_current_weather"
          },
          "type": "function"
        },
        {
          "id": "call_rsg8muko8hymb4brkycu3dm5",
          "function": {
            "arguments": "{\"location\":\"Chicago, IL\",\"unit\":\"fahrenheit\"}",
            "name": "get_current_weather"
          },
          "type": "function"
        }
      ]
    

    
      # Multi-modal message with multiple images
      response = client.chat.completions.create(
          model="meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8",
          messages=[{
              "role": "user",
              "content": [
                  {
                      "type": "text",
                      "text": "Compare these two images."
                  },
                  {
                      "type": "image_url",
                      "image_url": {
                          "url": "https://huggingface.co/datasets/patrickvonplaten/random_img/resolve/main/yosemite.png"
                      }
                  },
                  {
                      "type": "image_url",
                      "image_url": {
                          "url": "https://huggingface.co/datasets/patrickvonplaten/random_img/resolve/main/slack.png"
                      }
                  }
              ]
          }]
      )
      print(response.choices[0].message.content)

    

    
      The first image is a collage of multiple identical landscape photos showing a natural scene with rocks, trees, and a stream under a blue sky. The second image is a screenshot of a mobile app interface, specifically the navigation menu of the Canva app, which includes icons for Home, DMs (Direct Messages), Activity, Later, Canvases, and More.

      ### Comparison:
      1. **Content**:
        - The first image focuses on a natural landscape.
        - The second image shows a digital interface from an app.

      2. **Purpose**:
        - The first image could be used for showcasing nature, design elements in graphic work, or as a background.
        - The second image represents the functionality and layout of the Canva app's navigation system.

      3. **Visual Style**:
        - The first image has vibrant colors and realistic textures typical of outdoor photography.
        - The second image uses flat design icons with a simple color palette suited for user interface design.

      4. **Context**:
        - The first image is likely intended for artistic or environmental contexts.
        - The second image is relevant to digital design and app usability discussions.