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veo3.1 / reference-to-video

veo3.1/reference-to-video is an innovative multi-modal AI model designed for accurate and high-speed video reference tasks. It supports precise mapping between text descriptions and video content, making it ideal for indexing, video search, and smart media workflows. Its robust architecture and faster processing output set it apart from earlier models. veo3.1/reference-to-video offers developers powerful referencing capabilities, enabling industry-leading solutions in content management, video analytics, and generative video pipelines.

PRICE

$ 0.5

Per time

INPUT

image

OUTPUT

video

Real World Application Scenarios

See how developers and organizations deploy veo3.1/reference-to-video to power video search, indexing, compliance, and content recommendation workflows.

Automated Video Content Indexing

A digital broadcaster integrated veo3.1/reference-to-video to automate their entire archive’s tagging process. By feeding textual metadata, the model identifies matching scenes, aligns tags, and enables users to search footage using plain language. This dramatically reduced manual annotation time from several hours per video to just a few minutes. As a result, editors now locate segments across thousands of hours of footage almost instantaneously.

Legal Evidence Scene Retrieval

A legal technology provider uses veo3.1/reference-to-video to map spoken testimony and documents to specific scenes in security footage. When lawyers input keywords or transcript snippets, the model retrieves relevant timelines and scenes within videos, streamlining court case preparation and review. This ensures higher accuracy for legal compliance and reduces the workload of legal staff who traditionally review hours of footage manually.

Education Video Asset Management

An education technology startup deployed veo3.1/reference-to-video to manage their lecture video repository. The tool automatically links transcripts and slide images with detailed video segments, providing students with quick navigation to the exact points explained in class. Teachers also use the model to generate summaries and reference links, making it easier to create high-quality digital course content.

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Follow these simple steps to set up your account, get credits, and start sending API requests to veo3.1 via Gptproto.

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Create your free Gptproto account to begin. You can set up an organization for your team at any time.

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Your balance can be used across all models on the platform, including veo3.1, giving you the flexibility to experiment and scale as needed.

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Generate your API key

In your dashboard, create an API key — you’ll need it to authenticate when making requests to veo3.1.

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Make your first API call

Use your API key with our sample code to send a request to veo3.1 via Gptproto and see instant AI‑powered results.

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