This product has charges associated with it for Websoft9 support. Pre-configured, web-based, cloud-native, secure, one-click to deploy Milvus with Websoft9 Applications Hosting Platform on AWS. It is an AI vector database that supports efficient similarity search and large-scale data management.
This is a cloud-native Milvus on the Websoft9 Applications Hosting Platform. It is always up-to-date, secure, and ready to use right out of the box with business support from Websoft9.
Milvus is an open source AI vector database designed for processing massive vector data. It supports efficient similarity search, vector indexing and large-scale data management, and is widely used in image retrieval, recommender systems, natural language processing, etc. Milvus provides a rich SDK and APIs, supports multiple programming languages, and is easy to integrate into various applications. Its high performance and scalability make it ideal for processing AI and big data applications.
Websoft9 is a lightweight, self-hosting PaaS that allows you to deploy multiple applications on your own cloud infrastructure. It employs a GitOps approach and includes an integrated app store that supports one-click deployment of over 300 template applications, as well as the ability to deploy custom applications. Users have complete autonomy, ensuring that applications can be easily configured and continuously deployed even after they are live. Additionally, the web-based interface allows users to effortlessly perform tasks such as domain binding, HTTPS setup, access control, and status monitoring.
Trademark Statement
Milvus is developed by Zilliz and soon donated to the LF AI & Data Foundation under the Linux Foundation, which is not affiliated with, and does not endorse, this product.
Use Cases
efficient similarity search and large-scale data management
Ready-to-use related applications
This product enables users to deploy additional app runtime related to Milvus with a one-click, including InfluxDB, CloudBeaver, Neo4j, and others you may need.
EC2 requirements
CPU no less than 8 core, Memory no less than 32G
Highlights
Docker-based, easy to deploy and upgrade
Console panel for installing and managing multiple applications on a single instance
One-click deployment of over 300 template applications from the console
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Try this product free for 5 days according to the free trial terms set by the vendor. Usage-based pricing is in effect for usage beyond the free trial terms. Your free trial gets automatically converted to a paid subscription when the trial ends, but may be canceled any time before that.
Milvus on AWS - Self-Hosted Cloud Database Service with Websoft9 Console
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time. Alternatively, you can pay upfront for a contract, which typically covers your anticipated usage for the contract duration. Any usage beyond contract will incur additional usage-based costs.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
If you are an AWS Free Tier customer with a free plan, you are eligible to subscribe to this offer. You can use free credits to cover the cost of eligible AWS infrastructure. See AWS Free Tier for more details. If you created an AWS account before July 15th, 2025, and qualify for the Legacy AWS Free Tier, Amazon EC2 charges for Micro instances are free for up to 750 hours per month. See Legacy AWS Free Tier for more details.
You pay by the hour for the EC2 instance type you run this self-hosted vector database on. The many options are not tiers or feature levels. Each one maps to a specific AWS instance size, from small burstable types to large memory-, compute-, storage-, and GPU-optimized machines. Your hourly rate scales with the instance you pick: larger instances with more CPU, memory, or specialized hardware cost more per hour. You choose the size that fits your workload. Billing runs only while the instance is active, so costs track actual usage.
Top-of-mind questions for buyers
What does one hourly unit map to in concrete terms?
Each hourly unit maps to one running EC2 instance of the type you select. The software runs on a single virtual machine you launch on AWS. You are billed per hour that instance stays active, based on the instance type you chose at launch.
Am I charged when my instance is stopped or paused?
The hourly software rate meters running time only. When you stop the instance, software charges stop accruing. Note that AWS may still bill for attached storage while the instance is stopped, but the vector database software itself charges only while the instance runs.
Do I pay upfront or only for the hours I use?
This is a usage-based model with no upfront commitment. You pay only for the hours each instance runs. There is no fixed term to lock in. This suits variable workloads where you can start and stop instances as your needs change.
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Vendor refund policy
Annual Subscriptions: Refunds are allowed if you are canceling a subscription to purchase a new subscription from Websoft9 at the same or higher rate. Hourly Subscriptions: We do not currently support refunds, but you can cancel at any time.
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An AMI is a virtual image that provides the information required to launch an instance. Amazon EC2 (Elastic Compute Cloud) instances are virtual servers on which you can run your applications and workloads, offering varying combinations of CPU, memory, storage, and networking resources. You can launch as many instances from as many different AMIs as you need.
Version release notes
Milvus 2.6, Docker, Websoft9 v2.3.4
Additional details
Usage instructions
Use local web browser to access https://<EC2_Instance_Public_IP>:9000, you will then see the setup wizard by Websoft9 Console.
Notes
You do not need to SSH into EC2 at all steps, easy to operate.
Make sure the EC2 security group permits ports 80, 443, 9000 and 9001
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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