What are the key features of Activeloop for data management?

Activeloop provides real-time data management, scalable storage solutions, and robust data versioning and lineage tracking. It also features a user-friendly API for efficient data access, making it ideal for complex AI and ML workflows.

How much does Activeloop cost and what does the subscription include?

Activeloop costs $29 per month as a subscription. This includes access to its AI-optimized database features such as real-time data management, scalable storage, and seamless integration with machine learning frameworks, designed for engineering teams.

Activeloop

Vector database for ML training at scale

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Shyft Score

Directory quality rating

Verified

70/100

Active

Found in 1 source

Our take

The verdict on Activeloop

AI-generated

Activeloop provides a database for AI, offering tools for data storage and management. Its focus on AI makes it a valuable tool for engineering teams.

Strengths

AI-driven database
Efficient data storage
High AI readiness score

Limitations

Limited to AI teams
Pricing not transparent
No free tier

Best for: Engineering teams seeking an AI-driven database solution

Request a demo to evaluate Activeloop for your team.

See how Activeloop fits your stack

Benefits

Why teams choose Activeloop

Cut data pipeline setup time from weeks to hours

Scale storage seamlessly without infrastructure headaches

Track data changes automatically to prevent model failures

Access all your ML data through one simple API

About

What is Activeloop?

Activeloop is a vector database optimized for AI/ML workloads. It provides Python-native data versioning, real-time updates, and seamless integration with PyTorch and TensorFlow. Use it to version and query large datasets (10GB-10TB+) for training models at scale.

Key capabilities

Real-time data management

Scalable storage solutions

Seamless integration with machine learning frameworks

Data versioning and lineage tracking

User-friendly API for data access

At a glance

Capabilities

API

Use cases

What you can do with Activeloop

Version control for ML training datasets

Storing and querying embeddings at scale

Real-time dataset updates during model training

PyTorch/TensorFlow pipeline integration

Best for

Data scientistsAI developersMachine learning engineers

Pricing

Activeloop pricing

Activeloop starts at $29/mo

Starting at $29/mo

Ecosystem

Connected ecosystem

MCP servers, AI skills, and integrations that work with Activeloop

Integrations

TensorFlowPyTorchKubernetesAWS S3Google Cloud StorageJupyter NotebooksApache KafkaSlackZapier

AI & automation capabilities

REST API

MCP ServerN/A

WebhooksN/A

Free TierN/A

FAQs

Frequently asked questions

Common questions about Activeloop and its capabilities

Activeloop is an AI-optimized database for engineering teams, best suited for data scientists, AI developers, and machine learning engineers. It offers features like real-time data management and seamless integration with machine learning frameworks.