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Playground

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For everything you want to do with video.

Build features like semantic search and content recommenders, or novel applications that redefine what’s possible. Our state-of-the-art AI video understanding unlocks your video’s full potential.

Go to playground

Human-level understanding. For superhuman feats.

Experience semantic search and video-to-text capabilities that surpass anything you’ve tried before – video-native AI makes all the difference.

Find specific moments within your videos by describing the scene in natural language.

Analyze

Generate text from videos - summary, chapters, highlights and more.

Embed

Build your own classifier using
natural language and run instantly.

Build your own classifier using natural language and run instantly.

Find any scene in natural language.

Fast, precise, context-aware results that truly understand what you’re looking for. Search across speech, text, audio and visuals to explore your video in every dimension.

Learn more

Go to Playground

Button Text

What do you want to find?

Try 'search' with a Sample App

See all sample apps

Node

Who talked about us

Use semantic search capabilities of the platform to identify the most suitable influencers to reach out to.

Try this example

Node

Shade finder

This application uses the image-to-video search feature to find color shades in videos.

Try this example

Node

Crop and seek

Search for specific video content using text or image queries with real-time cropping.

Try this example

Node

Who talked about us

Use semantic search capabilities of the platform to identify the most suitable influencers to reach out to.

Try this example

Node

Shade finder

This application uses the image-to-video search feature to find color shades in videos.

Try this example

See all sample apps

Analyze

Summarize, analyze and describe.

Create instant text formats like Q&As, hashtags, and summaries. Generate reports or get domain-specific analysis to answer your deepest questions.

Learn more

Try on Playground

Analyze

Summarize, analyze and describe.

Create instant text formats like Q&As, hashtags, and summaries. Generate reports or get domain-specific analysis to answer your deepest questions.

Learn more

Try on Playground

Analyze

Summarize, analyze and describe.

Create instant text formats like Q&As, hashtags, and summaries. Generate reports or get domain-specific analysis to answer your deepest questions.

Learn more

Try on Playground

Button Text

What do you want to describe?

Try 'analyze' with a Sample App

See all sample apps

Node

Analyze social media posts for your videos

Simplify the cross-platform video promotion workflow by analyzing unique posts for each social media platform.

Try this example

Python

Interview analyzer

Evaluate job interview performances to analyze text based on video content.

Try this example

Python

Olympics classification

Classify sports footage based on specific classes.

Try this example

Node

Analyze social media posts for your videos

Simplify the cross-platform video promotion workflow by analyzing unique posts for each social media platform.

Try this example

Python

Interview analyzer

Evaluate job interview performances to analyze text based on video content.

Try this example

See all sample apps

Embed

Turn video into vectors.

Build features like semantic search and domain classification with embeddings that capture nuance – and make the most
of all your data.

Learn more

Try on Playground

Embed

Turn video into vectors.

Build features like semantic search and domain classification with embeddings that capture nuance – and make the most
of all your data.

Learn more

Try on Playground

Embed

Turn video into vectors.

Build features like semantic search and domain classification with embeddings that capture nuance – and make the most
of all your data.

Learn more

Try on Playground

Button Text

What do you want to build?

Try 'embed' with a Sample App

See all sample apps

Python

Fashion AI assistant

Get personalized fashion recommendations based on both text and image queries.

Try this example

Python

Content Recommender app

Build a recommendation system that understands video content at a semantic level.

Try this example

Python

Zoom Meetings Analysis

Building An Enterprise Video Analysis Agent on AWS AgentCore with TwelveLabs and Strands Agent

Try this example

Python

Fashion AI assistant

Get personalized fashion recommendations based on both text and image queries.

Try this example

Python

Content Recommender app

Build a recommendation system that understands video content at a semantic level.

Try this example

See all sample apps

TOP USES

Tailored for your industry.

Media & Entertainment

Advertising

Govt. & Security

Automotive

Automated Clip Generation

Create instant clips from longer content to use in social media and marketing.

Scene Selection

Quickly find and categorize key scenes. Choose the best takes and curate moments easily.

Bloopers and BTS Content

Get auto-curated highlight reels featuring the best of BTS or other special footage.

Automatic Tagging

Easily access and manage content in a vast video library — no manual tagging needed.

Content Summarization

Generate high-quality summaries and headlines to communicate the core message quickly.

Content Discovery

Find any key moment in footage easily — or help customers discover them too.

Real-Time Scene Classification

Get editorial support mid-workflow for seamless, swift production.

Ad Matching

Use contextual ad placement to ensure your customers’ attention and engagement.

Python

Node

from twelvelabs import TwelveLabs
import os

client = TwelveLabs("<YOUR_API_KEY>")

# Create new Index
index = client.index.create(        
     name="My First Index",
     engines=[
       {                
         "name": "marengo2.7",
         "options": ["visual", "audio"],
       },
     ],
  )
# Create new Task on Index (Upload the video)
video_path = os.path.join(os.path.dirname(__file__), "<YOUR_FILE_PATH>")
task = client.task.create(index_id=index.id, file=video_path, language="en")

# Wait for indexing to finishtask.wait_for_done()

# Search from your index
query = "An artist climbing up the ladder that he painted."
result = client.search.query(index.id, query, ["visual", "audio"])
‍print(result)

Integrate with your personalized SDK — and your vision.

Deploy your custom-trained model on any cloud. See and surface everything in your video, then go beyond with AI that can realize your most game-changing ideas.

Get the SDK

TOP USES

Tailored for your industry.

Media & Entertainment

Advertising

Govt. & Security

Automotive

Automated Clip Generation

Create instant clips from longer content to use in social media and marketing.

Scene Selection

Quickly find and categorize key scenes. Choose the best takes and curate moments easily.

Bloopers and BTS Content

Get auto-curated highlight reels featuring the best of BTS or other special footage.

Automatic Tagging

Easily access and manage content in a vast video library — no manual tagging needed.

Content Discovery

Find any key moment in footage easily — or help customers discover them too.

Content Summarization

Generate high-quality summaries and headlines to communicate the core message quickly.

Real-Time Scene Classification

Get editorial support mid-workflow for seamless, swift production.

Ad Matching

Use contextual ad placement to ensure your customers’ attention and engagement.

Python

Node

from twelvelabs import TwelveLabs
import os

client = TwelveLabs("<YOUR_API_KEY>")

# Create new Index
index = client.index.create(        
     name="My First Index",
     engines=[
       {                
         "name": "marengo2.7",
         "options": ["visual", "audio"],
       },
     ],
  )
# Create new Task on Index (Upload the video)
video_path = os.path.join(os.path.dirname(__file__), "<YOUR_FILE_PATH>")
task = client.task.create(index_id=index.id, file=video_path,
language="en")

# Wait for indexing to finish
task.wait_for_done()

# Search from your index
query = "An artist climbing up the ladder that he painted."
result = client.search.query(index.id, query, ["visual", "audio"])
‍print(result)

Integrate with your personalized SDK — and your vision.

Deploy your custom-trained model on any cloud. See and surface everything in your video, then go beyond with AI that can realize your most game-changing ideas.

Get the SDK

TOP USES

Tailored for your industry.

Media & Entertainment

Advertising

Govt. & Security

Automotive

Automated Clip Generation

Create instant clips from longer content to use in social media and marketing.

Scene Selection

Quickly find and categorize key scenes. Choose the best takes and curate moments easily.

Bloopers and BTS Content

Get auto-curated highlight reels featuring the best of BTS or other special footage.

Automatic Tagging

Easily access and manage content in a vast video library — no manual tagging needed.

Content Summarization

Generate high-quality summaries and headlines to communicate the core message quickly.

Content Discovery

Find any key moment in footage easily — or help customers discover them too.

Real-Time Scene Classification

Get editorial support mid-workflow for seamless, swift production.

Ad Matching

Use contextual ad placement to ensure your customers’ attention and engagement.

Python

Node

from twelvelabs import TwelveLabs
import os

client = TwelveLabs("<YOUR_API_KEY>")

# Create new Index
index = client.index.create(        
     name="My First Index",
     engines=[
       {                
         "name": "marengo2.7",
         "options": ["visual", "audio"],
       },
     ],
  )
# Create new Task on Index (Upload the video)
video_path = os.path.join(os.path.dirname(__file__), "<YOUR_FILE_PATH>")
task = client.task.create(index_id=index.id, file=video_path,
language="en")

# Wait for indexing to finish
task.wait_for_done()

# Search from your index
query = "An artist climbing up the ladder that he painted."
result = client.search.query(index.id, query, ["visual", "audio"])
‍print(result)

Integrate with your personalized SDK — and your vision.

Deploy your custom-trained model on any cloud. See and surface everything in your video, then go beyond with AI that can realize your most game-changing ideas.

Get the SDK

Play for free.
Pay as you go.

Our tiered pricing lets you play and build, then launch and grow. Start with one of our foundational models and pay only for what you use.

Free

For testing and building

Get started

Indexing limit

<10 hours

Environment

Shared

Org account

SSO/ SAML

Developer

For launching and growing

Upgrade

Indexing limit

Unlimited

Environment

Shared

Org account

SSO/ SAML

Enterprise

For scaling and services

Learn more

Indexing limit

Unlimited

Environment

Dedicated

Org account

Included

SSO/ SAML

Included

Our stable of models.

These state-of-the-art video foundation models are setting the standard for video intelligence.

Models

These state-of-the-art video foundation models are setting the standard for video intelligence.

Models

Marengo 3.0

Sets new benchmarks in zero-shot text-to-video, text-to-image, and text-to-audio retrieval tasks with a single embedding model.

Outperforms Google's VideoPrism-G model by +10% on the MSR-VTT dataset and +3% on the ActivityNet dataset

Surpasses the SOTA image foundation model in zero-shot text-to-image retrieval tasks, showcasing its ability to understand and process visual content.

Pegasus 1.5

Processes the video input to generate rich embeddings from both video frames and audio speech recognition (ASR) data.

Maps the video embeddings to corresponding language embeddings, creating a shared space where video and text representations are aligned.

The large language model decoder takes the aligned embeddings and user prompts to generate coherent and contextually relevant text output.

We’re fundamentally transforming how people see, experience and use video through AI.

Grounded in research and knowledge sharing, we’re learning and growing alongside our partners, with consideration for the future.

Our research

Grounded in research and knowledge sharing, we’re learning and growing alongside our partners, with consideration for the future.

Our research

A Joint Sequence Fusion Model for Video Question Answering and Retrieval

ECCV 2018, 1st place in LSMDC challenge in ICCV 2017

AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation

CVPR 2020

Character Grounding and Re-Identification in Story of Videos and Text Descriptions

ECCV 2020, 1st place in LSMDC challenge in ICCV 2019

Sample apps

Take the reins with our quick-start tutorials.

See all

Take the reins with our quick-start tutorials.

See all

Node

Who talked about us

Use semantic search capabilities of the platform to identify the most suitable influencers to reach out to.

Try this example

Node

Analyze social media posts for your videos

Simplify the cross-platform video promotion workflow by analyzing unique posts for each social media platform.

Try this example

Node

Shade finder

This application uses the image-to-video search feature to find color shades in videos.

Try this example

Node

Who talked about us

Use semantic search capabilities of the platform to identify the most suitable influencers to reach out to.

Try this example

Node

Analyze social media posts for your videos

Simplify the cross-platform video promotion workflow by analyzing unique posts for each social media platform.

Try this example

Ready to see your video differently?

Try your own video in our Playground to see next-level video intelligence in action.

Try on Playground

Talk to Sales

Try on Playground

Talk to Sales

Ready to see your video differently?

Try your own video in our Playground to see next-level video intelligence in action.

Try on Playground

Talk to Sales

Try on Playground

Talk to Sales

Platform

Enterprise

Developers

Enterprise Terms of Service

Trust Center

Additional Legal Resources

Capabilities

Embed

Analyze

Solutions

Media & Entertainment

Advertising

Government

Security

Sports & Broadcasting

Company

Social

2026

Platform

Enterprise

Developers

Enterprise Terms of Service

Trust Center

Additional Legal Resources

Capabilities

Embed

Analyze

Solutions

Media & Entertainment

Advertising

Government

Security

Sports & Broadcasting

Company

Social

2026

Platform

Enterprise

Developers

Enterprise Terms of Service

Trust Center

Additional Legal Resources

Capabilities

Embed

Analyze

Solutions

Media & Entertainment

Advertising

Government

Security

Sports & Broadcasting

Company

Social

2026

For everything you want to do with video.

Human-level understanding. For superhuman feats.

Find any scene in natural language.

What do you want to find?

Who talked about us

Shade finder

Crop and seek

Who talked about us

Shade finder

Summarize, analyze and describe.

Summarize, analyze and describe.

Summarize, analyze and describe.

What do you want to describe?

Analyze social media posts for your videos

Interview analyzer

Olympics classification

Analyze social media posts for your videos

Interview analyzer

Turn video into vectors.

Turn video into vectors.

Turn video into vectors.

What do you want to build?

Fashion AI assistant

Content Recommender app

Zoom Meetings Analysis

Fashion AI assistant

Content Recommender app

Tailored for your industry.

Integrate with your personalized SDK — and your vision.

Tailored for your industry.

Integrate with your personalized SDK — and your vision.

Tailored for your industry.

Integrate with your personalized SDK — and your vision.

Play for free.Pay as you go.

Free

Developer

Enterprise

Our stable of models.

Marengo 3.0

Pegasus 1.5

We’re fundamentally transforming how people see, experience and use video through AI.

Sample apps

Who talked about us

Analyze social media posts for your videos

Shade finder

Who talked about us

Analyze social media posts for your videos

Ready to see your video differently?

Ready to see your video differently?

Play for free.
Pay as you go.