使用 Gemini 找出 YouTube 视频中的重要时刻

此代码示例演示了如何使用 Gemini 识别 YouTube 视频中的关键时刻。该 API 接受 YouTube 视频网址作为输入,并返回重要时刻列表及其时间戳。

代码示例

Python

在尝试此示例之前,请按照《Vertex AI 快速入门:使用客户端库》中的 Python 设置说明执行操作。 如需了解详情,请参阅 Vertex AI Python API 参考文档

如需向 Vertex AI 进行身份验证,请设置应用默认凭据。 如需了解详情,请参阅为本地开发环境设置身份验证

import vertexai
from vertexai.generative_models import GenerativeModel, Part

# TODO (developer): update project id
vertexai.init(project=PROJECT_ID, location="us-central1")

model = GenerativeModel("gemini-1.5-flash-002")

contents = [
    # Text prompt
    "Identify the key moments of this video.",
    # YouTube video of Paris 2024 Olympics
    Part.from_uri("https://www.youtube.com/watch?v=6F5gZWcpNU4", "video/mp4"),
]

response = model.generate_content(contents)
print(response.text)
# Example response
#    This video is a fast-paced, exciting montage of athletes competing in and celebrating their victories in the 2024 Summer Olympics in Paris, France. Key moments include:
#    - [00:00:01] The Olympic rings are shown with laser lights and fireworks in the opening ceremonies.
#    - [00:00:02–00:00:08] Various shots of the games’ venues are shown, including aerial views of skateboarding and volleyball venues, a view of the track and field stadium, and a shot of the Palace of Versailles.
#    - [00:00:09–00:01:16] A fast-paced montage shows highlights from various Olympic competitions.
#    - [00:01:17–00:01:29] The video switches to show athletes celebrating victories, both tears of joy and tears of sadness are shown.
#    - [00:01:30–00:02:26] The montage then continues to showcase sporting events, including cycling, kayaking, swimming, track and field, gymnastics, surfing, basketball, and ping-pong.
#    - [00:02:27–00:04:03] More athletes celebrate their wins.
#    - [00:04:04–00:04:55] More Olympic sports are shown, followed by more celebrations.
#    - [00:04:56] Olympic medals are shown.
#    - [00:04:57] An aerial shot of the Eiffel Tower lit up with the Olympic rings is shown at night.
#    - [00:04:58–00:05:05] The video ends with a black screen and the words, “Sport. And More Than Sport.” written beneath the Olympic rings.

后续步骤

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