PyMilvus
Official Python SDK for the Milvus vector database, covering collection management, index building and similarity search over embedding workloads.
PostgreSQL adapter for Python implementing DB-API 2.0 with server-side cursors, connection pooling and fast COPY support, built against libpq. Built and maintained by WIEWAVE for Azure Marketplace and AWS Marketplace, on Ubuntu, Debian and Red Hat Enterprise Linux.
| Built & maintained by | WIEWAVE |
|---|---|
| Category | Databases |
| Operating systems | Ubuntu, Debian, Red Hat Enterprise Linux |
| Marketplaces | Azure Marketplace and AWS Marketplace |
| Offer types | Public listing, with private offers on request |
| Marketplace | Status |
|---|---|
| Azure Marketplace | Published |
| AWS Marketplace | Published |
| Google Cloud Marketplace | Available on request |
Need it on another marketplace, or as a private offer for your organisation? cloud@wiewave.com
Each image follows its distribution's own provisioning model, package manager and security tooling — not one build relabelled several times.
LTS and interim releases, Minimal and Pro variants, built to Canonical's cloud-image conventions.
Stable and oldstable, with backports where a workload needs a newer runtime than the release ships.
RHEL 8 and 9 images, including BYOS and pay-as-you-go licensing models on each marketplace.
The same four steps behind every offer we've published, including the hardening and CIS Benchmark checks every build goes through.
The distribution, licensing model and target marketplaces are agreed before anything is built.
Packer templates, Ansible provisioning and a pinned package set — then hardened, scanned and checked against the CIS Benchmark for its distribution.
Taken through each cloud's own certification pipeline before it goes live on the marketplace.
Rebuilt on the upstream security cadence and re-published, with old versions retired without breaking deployments.
If yours isn't here, ask our marketplace team directly.
Relational, document, key-value, graph and time-series engines, pre-tuned and ready to accept connections.
Official Python SDK for the Milvus vector database, covering collection management, index building and similarity search over embedding workloads.
Official MongoDB driver for Python supporting CRUD operations, aggregation pipelines, transactions, GridFS and both synchronous and asynchronous connections.
Pure-Python MySQL and MariaDB client implementing the DB-API interface, usable where compiled connector libraries cannot be installed.
Vector similarity search engine written in Rust, exposing REST and gRPC APIs for storing embeddings with payload filtering and hybrid search.
Redis with persistence configured, protected mode kept on and sensible maxmemory eviction for cache workloads.
In-memory key-value data store shipping the Valkey fork, used for caching, session storage, pub/sub messaging and sorted-set workloads.
Tell us the distribution, the marketplace and the commercial model — we'll build, certify and publish it as a public listing or a private offer.