How is "use case" different from a product category?

A category groups by what kind of product something is — CRM, observability tool. A use case groups by the job you're trying to get done, like "track SaaS spend" or "onboard new hires," which can span several product categories. If you know the outcome you want but not the product type, start here instead of the category tree.

What if my exact use case isn't listed?

Use cases here are the common, recurring ones people search for — genuinely one-off needs won't have a dedicated page. Try the closest listed use case, or fall back to search, which matches on product descriptions rather than a fixed list.

Can one product solve multiple use cases at once?

Yes, and that's flagged explicitly rather than hidden — a listing under one use case will note when a product also covers an adjacent one, since a single tool that covers two needs is often the better call than two narrow ones.

Marketplace

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MLOps Platform

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Showing 1–9 of 9

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Weaviate

by Weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.

MLOps PlatformOpen Source

Giga Models

by GigaAI

GigaModels: A Comprehensive Repository and Platform for Multi-modal, Generative, and Perceptual Models

MLOps PlatformOpen Source

OSMO

by NVIDIA

The developer-first platform for scaling complex Physical AI workloads across heterogeneous compute—unifying training GPUs, simulation clusters, and edge devices in a simple YAML

MLOps PlatformOpen Source

Trackio

by Gradio

A lightweight, local-first, and free experiment tracking library built on top of Hugging Face Datasets and Spaces.

MLOps PlatformOpen Source

Pyre Code

by Weihang Wang

A self-hosted ML coding practice platform. 68 problems from ReLU to flow matching — attention, training, RLHF, diffusion, and more. Instant feedback in the browser.

MLOps PlatformOpen Source

MLOpsPython

by Microsoft

MLOps using Azure ML Services and Azure DevOps

MLOps PlatformOpen Source

InternNav

by Intern Robotics

InternRobotics' open platform for building generalized navigation foundation models.

MLOps PlatformOpen Source

MLOps E2e

by Aws Samples

MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK