Amazon S3 VectorsAmazon
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Related Products
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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).
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About
Company data stored in object storage as video, images, audio and documents can be difficult to search by content.
Mixpeek connects to your bucket and runs extractors over each file. A video becomes scenes, keyframes, transcripts, faces and on-screen text. A PDF becomes pages, tables and figures. Each piece is embedded and stored with its timestamps and source path.
Then you query it. Retrievers combine vector search, filters and reranking in one call. Taxonomies label files against your own categories. Clusters group what nobody has labeled yet.
It ships as an API, Python and JavaScript SDKs, an MCP server for agents, and Studio, a web app.
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Developers and data-scientists wanting a tool offering vector storage without managing database infrastructure
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Audience
Developers, media and ad-tech teams, and data teams that keep large video, image, audio and document archives in S3, GCS or Azure.
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Support
Phone Support
Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Supported
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API
Offers API
Supported
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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Pricing
$25/month
The Build plan starts at $25 per month and includes $10 in monthly usage credits; additional usage is billed based on consumption.
Free Version
Not Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Supported
Live Online
Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationAmazon
Founded: 1994
United States
aws.amazon.com/s3/features/vectors/
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Company InformationMixpeek
Founded: 2022
United States
mixpeek.com
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Categories |
Categories |
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Integrations
Amazon Bedrock
Supported
Amazon S3
Supported
Amazon OpenSearch Service
Supported
Amazon SageMaker Unified Studio
Supported
Amazon Web Services (AWS)
Supported
Azure Blob Storage
Not Supported
Cloudflare R2
Not Supported
Fireworks AI
Not Supported
Google Cloud Storage
Not Supported
Mimasa AI
Supported
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Integrations
Amazon Bedrock
Supported
Amazon S3
Supported
Amazon OpenSearch Service
Not Supported
Amazon SageMaker Unified Studio
Not Supported
Amazon Web Services (AWS)
Not Supported
Azure Blob Storage
Supported
Cloudflare R2
Supported
Fireworks AI
Supported
Google Cloud Storage
Supported
Mimasa AI
Not Supported
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