Twelve Labs: multimodal AI solution for understanding video content, video search, generation, embedding API services

General Introduction

Twelve Labs is a multimodal AI company focused on video understanding, dedicated to helping users understand and process large amounts of video content through advanced AI technologies. Its core technologies include video search, generation, and embedding that extracts key features from video, such as actions, objects, on-screen text, speech, and characters, and transforms this information into vector representations for fast and scalable semantic search.Twelve Labs' solutions are suitable for video libraries of all sizes, with terabytes or petabytes of data, and provide efficient video management and analytics services.

Function List

• Video Search: Find any scene in a video through natural language and pinpoint key moments in the video library.
• Video Generation: Generate text about the video when prompted, including summaries, detailed reports, title suggestions, highlights, and chapters.
• Video Embedding: Create rich video embeds for downstream tasks such as search, generation and embedding.
• Customized models: Fine-tune the model to the specific needs of the user and support deployment in the cloud, self-hosted cloud or locally.
• Security and Privacy: Provides enterprise-grade security with full user control of data, SOC2 and ISO 27001 compliant.

Using Help

Installation and use

Twelve Labs' solution does not require a complicated installation process, users can simply make API calls to get started. Below are detailed steps to get started:

1. Register & Login: Visit the official Twelve Labs website, register an account and log in.
2. Getting the API key: Generate and obtain an API key in the User Control Panel.
3. Integrated API: Integrate APIs into your application according to the official documentation. The main APIs include Search API, Generate API and Embed API.

Main function operation flow

Video Search

1. Upload Video: Upload the video to the Twelve Labs platform.
2. Calling the Search API: Use natural language to describe the scene or moment you're looking for, calling the Search API.
3. Getting results: The API will return matching scenes and timestamps, and users can jump directly to the relevant part of the video.

Video Generation

1. Upload Video: Upload the video to the platform.
2. Call Generation API: Enter generation requirements, such as a summary, report, or title proposal, as prompted.
3. Get Generated Content: The API will return the generated text content, which can be edited and used by the user as needed.

Video Embedding

1. Upload Video: Upload the video to the platform.
2. Calling the embedded API: The API transforms videos into vector embeddings that users can use for downstream tasks such as search and generation.

Customized models

1. Upload data: Upload your domain-specific data to the platform.
2. fine-tuned model: Use your data to fine-tune Twelve Labs' base model according to the official documentation.
3. Deployment models: Deploy the fine-tuned model to the cloud, a self-hosted cloud, or a local environment.

Security and Privacy

Twelve Labs provides enterprise-grade security with all data under user control, complying with SOC2 and ISO 27001 standards. Users can upload sensitive data to the platform with confidence and enjoy efficient video management and analysis services.

With the above detailed usage help, users can easily get started with Twelve Labs' features to realize in-depth understanding and efficient management of video content.