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About

Amazon S3 Vectors is the first cloud object store with native support for storing and querying vector embeddings at scale, delivering purpose-built, cost-optimized vector storage for semantic search, AI agents, retrieval-augmented generation, and similarity-search applications. It introduces a new “vector bucket” type in S3, where users can organize vectors into “vector indexes,” store high-dimensional embeddings (representing text, images, audio, or other unstructured data), and run similarity queries via dedicated APIs, all without provisioning infrastructure. Each vector may carry metadata (e.g., tags, timestamps, categories), enabling filtered queries by attributes. S3 Vectors offers massive scale; now generally available, it supports up to 2 billion vectors per index and up to 10,000 vector indexes per bucket, with elastic, durable storage and server-side encryption (SSE-S3 or optionally KMS).

About

BucketMate is a modern S3 client for macOS and the web. It provides a simple interface for managing AWS S3, Cloudflare R2, Backblaze B2, DigitalOcean Spaces, MinIO, Supabase Storage, and any S3-compatible service. Users can connect multiple providers, browse buckets, upload and download files, create and manage buckets, preview common file types, search locally, generate presigned share links, and organize accounts into workspaces. Credentials stay on the user's device and bucket operations run directly between the user and their storage provider. BucketMate offers a free forever plan and one-time Pro licenses.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers and data-scientists wanting a tool offering vector storage without managing database infrastructure

Audience

Developers, technical teams, freelancers, and businesses that manage files in AWS S3 or S3-compatible cloud storage.

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

No information available.
Free Version
Free Trial

Pricing

Free; Pro from $29 one-time
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Amazon
Founded: 1994
United States
aws.amazon.com/s3/features/vectors/

Company Information

BucketMate
Founded: 2025
Vietnam
www.bucketmate.app

Alternatives

Alternatives

Milvus

Milvus

Zilliz
Cloudflare R2

Cloudflare R2

Cloudflare

Categories

Categories

Integrations

Amazon S3
Amazon Bedrock
Amazon OpenSearch Service
Amazon SageMaker Unified Studio
Amazon Web Services (AWS)

Integrations

Amazon S3
Amazon Bedrock
Amazon OpenSearch Service
Amazon SageMaker Unified Studio
Amazon Web Services (AWS)
Claim Amazon S3 Vectors and update features and information
Claim Amazon S3 Vectors and update features and information
Claim BucketMate and update features and information
Claim BucketMate and update features and information