Azure Machine Learning - 如何使用 GPT-4 Turbo with Vision

{
    "messages": [ 
        {
            "role": "system", 
            "content": "You are a helpful assistant." 
        },
        {
            "role": "user", 
            "content": [
            {
                "type": "text",
                "text": "Describe this picture:"
            },
            {
                "type": "image_url",
                "image_url": {
                        "url": "<URL or base-64-encoded image>"
                    }
                } 
           ] 
        }
    ],
    "max_tokens": 100, 
    "stream": false 
}

{
    "id": "chatcmpl-8VAVx58veW9RCm5K1ttmxU6Cm4XDX",
    "object": "chat.completion",
    "created": 1702439277,
    "model": "gpt-4",
    "prompt_filter_results": [
        {
            "prompt_index": 0,
            "content_filter_results": {
                "hate": {
                    "filtered": false,
                    "severity": "safe"
                },
                "self_harm": {
                    "filtered": false,
                    "severity": "safe"
                },
                "sexual": {
                    "filtered": false,
                    "severity": "safe"
                },
                "violence": {
                    "filtered": false,
                    "severity": "safe"
                }
            }
        }
    ],
    "choices": [
        {
            "finish_details": {
                "type": "stop",
                "stop": "<|fim_suffix|>"
            },
            "index": 0,
            "message": {
                "role": "assistant",
                "content": "The picture shows an individual dressed in formal attire, which includes a black tuxedo with a black bow tie. There is an American flag on the left lapel of the individual's jacket. The background is predominantly blue with white text that reads \"THE KENNEDY PROFILE IN COURAGE AWARD\" and there are also visible elements of the flag of the United States placed behind the individual."
            },
            "content_filter_results": {
                "hate": {
                    "filtered": false,
                    "severity": "safe"
                },
                "self_harm": {
                    "filtered": false,
                    "severity": "safe"
                },
                "sexual": {
                    "filtered": false,
                    "severity": "safe"
                },
                "violence": {
                    "filtered": false,
                    "severity": "safe"
                }
            }
        }
    ],
    "usage": {
        "prompt_tokens": 1156,
        "completion_tokens": 80,
        "total_tokens": 1236
    }
}

{
    "enhancements": {
            "ocr": {
              "enabled": true
            },
            "grounding": {
              "enabled": true
            }
    },
    "dataSources": [
    {
        "type": "AzureComputerVision",
        "parameters": {
            "endpoint": "<your_computer_vision_endpoint>",
            "key": "<your_computer_vision_key>"
        }
    }],
    "messages": [
        {
            "role": "system",
            "content": "You are a helpful assistant."
        },
        {
            "role": "user",
            "content": [
            {
                "type": "text",
                "text": "Describe this picture:"
            },
            {
                "type": "image_url",
                "image_url": {
                        "url":"<URL or base-64-encoded image>" 
                    }
                }
           ] 
        }
    ],
    "max_tokens": 100, 
    "stream": false 
}

{
    "id": "chatcmpl-8UyuhLfzwTj34zpevT3tWlVIgCpPg",
    "object": "chat.completion",
    "created": 1702394683,
    "model": "gpt-4",
    "choices":
    [
        {
            "finish_details":
            {
                "type": "stop",
                "stop": "<|fim_suffix|>"
            },
            "index": 0,
            "message":
            {
                "role": "assistant",
                "content": "The image shows a close-up of an individual with dark hair and what appears to be a short haircut. The person has visible ears and a bit of their neckline. The background is a neutral light color, providing a contrast to the dark hair."
            },
            "enhancements":
            {
                "grounding":
                {
                    "lines":
                    [
                        {
                            "text": "The image shows a close-up of an individual with dark hair and what appears to be a short haircut. The person has visible ears and a bit of their neckline. The background is a neutral light color, providing a contrast to the dark hair.",
                            "spans":
                            [
                                {
                                    "text": "the person",
                                    "length": 10,
                                    "offset": 99,
                                    "polygon": [{"x":0.11950000375509262,"y":0.4124999940395355},{"x":0.8034999370574951,"y":0.4124999940395355},{"x":0.8034999370574951,"y":0.6434999704360962},{"x":0.11950000375509262,"y":0.6434999704360962}]
                                }
                            ]
                        }
                    ],
                    "status": "Success"
                }
            }
        }
    ],
    "usage":
    {
        "prompt_tokens": 816,
        "completion_tokens": 49,
        "total_tokens": 865
    }
}

{
    "enhancements": {
            "video": {
              "enabled": true
            }
    },
    "dataSources": [
    {
        "type": "AzureComputerVisionVideoIndex",
        "parameters": {
            "endpoint": "<your_computer_vision_endpoint>",
            "key": "<your_computer_vision_key>",
            "computerVisionBaseUrl": "<your_computer_vision_endpoint>",
            "computerVisionApiKey": "<your_computer_vision_key>",
            "indexName": "<name_of_your_index>",
            "videoUrls": ["<your_video_SAS_URL>"]
        }
    }],
    "messages": [ 
        {
            "role": "system", 
            "content": "You are a helpful assistant." 
        },
        {
            "role": "user",
            "content": [
                    {
                        "type": "text",
                        "text": "Describe this video:"
                    }
                ]
        },
        {
            "role": "user",
            "content": [
                    {
                        "type": "acv_document_id",
                        "acv_document_id": "<your_video_ID>"
                    }
                ]
        }
    ],
    "max_tokens": 100, 
}

{
    "id": "chatcmpl-8V4J2cFo7TWO7rIfs47XuDzTKvbct",
    "object": "chat.completion",
    "created": 1702415412,
    "model": "gpt-4",
    "choices":
    [
        {
            "finish_details":
            {
                "type": "stop",
                "stop": "<|fim_suffix|>"
            },
            "index": 0,
            "message":
            {
                "role": "assistant",
                "content": "The advertisement video opens with a blurred background that suggests a serene and aesthetically pleasing environment, possibly a workspace with a nature view. As the video progresses, a series of frames showcase a digital interface with search bars and prompts like \"Inspire new ideas,\" \"Research a topic,\" and \"Organize my plans,\" suggesting features of a software or application designed to assist with productivity and creativity.\n\nThe color palette is soft and varied, featuring pastel blues, pinks, and purples, creating a calm and inviting atmosphere. The backgrounds of some frames are adorned with abstract, organically shaped elements and animations, adding to the sense of innovation and modernity.\n\nMidway through the video, the focus shifts to what appears to be a browser or software interface with the phrase \"Screens simulated, subject to change; feature availability and timing may vary,\" indicating the product is in development and that the visuals are illustrative of its capabilities.\n\nThe use of text prompts continues with \"Help me relax,\" followed by a demonstration of a 'dark mode' feature, providing a glimpse into the software's versatility and user-friendly design.\n\nThe video concludes by revealing the product name, \"Copilot,\" and positioning it as \"Your everyday AI companion,\" implying the use of artificial intelligence to enhance daily tasks. The final frames feature the Microsoft logo, associating the product with the well-known technology company.\n\nIn summary, the advertisement video is for a Microsoft product named \"Copilot,\" which seems to be an AI-powered software tool aimed at improving productivity, creativity, and organization for its users. The video conveys a message of innovation, ease, and support in daily digital interactions through a visually appealing and calming presentation."
            }
        }
    ],
    "usage":
    {
        "prompt_tokens": 2068,
        "completion_tokens": 341,
        "total_tokens": 2409
    }
}