Milvus

Milvus

Zilliz

About

Vector database built for scalable similarity search. Open-source, highly scalable, and blazing fast. Store, index, and manage massive embedding vectors generated by deep neural networks and other machine learning (ML) models. With Milvus vector database, you can create a large-scale similarity search service in less than a minute. Simple and intuitive SDKs are also available for a variety of different languages. Milvus is hardware efficient and provides advanced indexing algorithms, achieving a 10x performance boost in retrieval speed. Milvus vector database has been battle-tested by over a thousand enterprise users in a variety of use cases. With extensive isolation of individual system components, Milvus is highly resilient and reliable. The distributed and high-throughput nature of Milvus makes it a natural fit for serving large-scale vector data. Milvus vector database adopts a systemic approach to cloud-nativity, separating compute from storage.

About

Oracle Database@AWS enables customers to migrate Oracle Databases, including Oracle Exadata workloads, to Oracle Exadata Database Service on Dedicated Infrastructure or Oracle Autonomous Database on Dedicated Exadata Infrastructure within AWS. This migration requires minimal to no database or application changes while maintaining full feature and architecture compatibility, performance, and availability. Customers can establish low-latency connections between Oracle Database@AWS and applications deployed in AWS, including on Amazon Elastic Compute Cloud (Amazon EC2). Oracle Database@AWS integrates directly with AWS Analytics services through zero-ETL to unify data across Oracle and AWS, enabling analytics and machine learning. Further, integration with AWS generative AI services is supported to accelerate innovation. It offers a unified experience for collaborative purchasing, management, operations, and support.

About

Enjoy the highest performance and unlimited possibilities when working with SQL Server. SQL Server Data Access Components (SDAC) is a library of components that provides native connectivity to SQL Server from Delphi and C++Builder including Community Edition, as well as Lazarus (and Free Pascal) for Windows, Linux, macOS, iOS, and Android for both 32-bit and 64-bit platforms. SDAC-based applications connect to SQL Server directly through OLE DB, which is a native SQL Server interface. SDAC is designed to help programmers develop faster and cleaner SQL Server database applications. SDAC, a high-performance, and feature-rich SQL Server connectivity solution is a complete replacement for standard SQL Server connectivity solutions and presents an efficient native alternative to the Borland Database Engine (BDE) and standard dbExpress driver for access to SQL Server. SDAC-based DB applications are easy to deploy, and do not require the installation of other data provider layers.

About

Vectorize is a platform designed to transform unstructured data into optimized vector search indexes, facilitating retrieval-augmented generation pipelines. It enables users to import documents or connect to external knowledge management systems, allowing Vectorize to extract natural language suitable for LLMs. The platform evaluates multiple chunking and embedding strategies in parallel, providing recommendations or allowing users to choose their preferred methods. Once a vector configuration is selected, Vectorize deploys it into a real-time vector pipeline that automatically updates with any data changes, ensuring accurate search results. The platform offers connectors to various knowledge repositories, collaboration platforms, and CRMs, enabling seamless integration of data into generative AI applications. Additionally, Vectorize supports the creation and updating of vector indexes in preferred vector databases.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

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

Enterprises in need of a solution to manage their vector data and create a large scale similarity search service

Audience

IT teams seeking a tool to migrate and modernize Oracle workloads in the cloud

Audience

Programmers in need of a tool to develop faster and cleaner SQL Server database applications

Audience

Organizations searching for a solution to improve their AI capabilities by optimizing their vector search indexes

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Pricing

$199.95 per year
Free Version
Free Trial

Pricing

$0.57 per hour
Free Version
Free Trial

Reviews/Ratings

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

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Reviews/Ratings

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

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Reviews/Ratings

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

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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

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Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Zilliz
Founded: 2020
United States
milvus.io

Company Information

Amazon
Founded: 1994
United States
aws.amazon.com/marketplace/featured-seller/oracle/

Company Information

Devart
Founded: 1997
Czech Republic
www.devart.com/sdac/

Company Information

Vectorize
Founded: 2023
United States
vectorize.io

Alternatives

Alternatives

Alternatives

Alternatives

Azure AI Search

Azure AI Search

Microsoft
ORMIT™ DB

ORMIT™ DB

RENAPS
Embeddinghub

Embeddinghub

Featureform
txtai

txtai

NeuML

Categories

Categories

Categories

Categories

Integrations

AWS IoT Analytics
Amazon S3
Amazon Web Services (AWS)
Azure Blob Storage
Azure SQL Database
Cognee
Confluence
Database Mart
Docker
FreeBSD
Google Drive
IBM watsonx.data
Kubernetes
MinIO
Oracle Autonomous Database
Oracle Database
Oracle Exadata
Oracle Real Application Clusters (RAC)
Prompt Security
SQL Server

Integrations

AWS IoT Analytics
Amazon S3
Amazon Web Services (AWS)
Azure Blob Storage
Azure SQL Database
Cognee
Confluence
Database Mart
Docker
FreeBSD
Google Drive
IBM watsonx.data
Kubernetes
MinIO
Oracle Autonomous Database
Oracle Database
Oracle Exadata
Oracle Real Application Clusters (RAC)
Prompt Security
SQL Server

Integrations

AWS IoT Analytics
Amazon S3
Amazon Web Services (AWS)
Azure Blob Storage
Azure SQL Database
Cognee
Confluence
Database Mart
Docker
FreeBSD
Google Drive
IBM watsonx.data
Kubernetes
MinIO
Oracle Autonomous Database
Oracle Database
Oracle Exadata
Oracle Real Application Clusters (RAC)
Prompt Security
SQL Server

Integrations

AWS IoT Analytics
Amazon S3
Amazon Web Services (AWS)
Azure Blob Storage
Azure SQL Database
Cognee
Confluence
Database Mart
Docker
FreeBSD
Google Drive
IBM watsonx.data
Kubernetes
MinIO
Oracle Autonomous Database
Oracle Database
Oracle Exadata
Oracle Real Application Clusters (RAC)
Prompt Security
SQL Server
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