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Activeloop

Activeloop is an enterprise-grade database for AI that simplifies managing multi-modal data. It stores and queries images, videos, texts, vectors, and more, enabling developers to build high-performance machine learning applications with real-time data streaming and version control.

Activeloop is the open source alternative to:
Activeloop screenshot

About Activeloop

The tool provides a tensor-based database optimized for deep learning pipelines. Activeloop enables seamless data ingestion, querying, visualization, and version control for unstructured data. It integrates with frameworks like PyTorch, TensorFlow, and LangChain, and supports natural language queries and serverless tensor queries to improve retrieval accuracy.

Key Features

  • Stores multi-modal data including images, texts, videos, and vectors
  • Real-time data streaming to ML frameworks
  • Serverless tensor query engine with natural language support
  • Dataset visualization and version control
  • Integrates with LangChain, PyTorch, TensorFlow, and more
  • SOC 2 Type 2 certified for data security

Pricing

Pro
$99/Monthly

Best for small to mid-sized teams looking to accelerate AI development with reliable data infrastructure.

Features:
  • 1000 uses of AI knowledge agent per month
  • 100GB storage
  • Cloud integration (S3, AWS, GCP)
  • Query, visualize, and version datasets
  • Dedicated Slack channel support
  • Backup data in Activeloop storage
Enterprise
Custom

Ideal for large organizations seeking scalable and secure data management solutions.

Features:
  • Unlimited use of AI knowledge agent
  • VPC deployment
  • SLA, SSO, SOC 2 & PenTest reports
  • Petabyte-scale data management
  • White-glove onboarding

Representation of core functionalities

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mindmap Deep Lake Storage Layer Cloud Storage S3 GCP Azure Local Storage In-Memory Storage Data Processing Compression Engine Format Handlers Images Audio Video Text Tensor Management Query Engine Vector Search Data Streaming Indexing System Query Language Integration Components Deep Learning Frameworks PyTorch TensorFlow External Tools LangChain LlamaIndex MMDetection MMSegmentation Weights & Biases Data Management Version Control Data Lineage Dataset Visualization Ingestion System COCO Dataset Labelbox Integration Technical Features Serverless Architecture Client-side Computation Multi-cloud Support Lazy Loading Native Compression Vector Store Capabilities Data Flow Patterns Raw Data Ingestion Processing Pipeline Query Distribution Version Tracking Visualization Flow Supporting Systems Authentication Authorization Format Conversion Type System Multi-Modal Support

This is the mind map that represents the core functionality of the application. It focuses on the key features and functionalities of the application and provides a visual representation of how they are interrelated.

Summary

Activeloop delivers a powerful, multi-modal database with real-time streaming and advanced querying capabilities tailored for AI applications. Its robust integration with leading ML frameworks and strong security credentials make it a go-to solution for efficient data management in complex machine learning workflows.

Adrian
Created by
Adrian
Mar 9, 2025Updated1 min read
This content was partially generated using artificial intelligence.

Tool Details

8,453
651
59
Since 2019
about 2 months ago
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