Machine learning platforms

Build and run AI models and apps.

2open alternatives 0do the whole job

Replaces

AWS SageMaker AWS Kendra QnA Maker

Open alternatives2

Open-source apps that replace AWS SageMaker, AWS Kendra and more

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deepset

27kActiveApache-2.0Replaces partlyCode library

Haystack is a free Python toolkit for developers who want to build AI applications that search documents, answer questions, and use chatbots or other AI models. It is aimed at programmers building their own AI systems rather than at end users.

Code library · GitHub

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Cortex

8kQuiet for a yearApache-2.0Replaces partlyFor developers

Cortex is a tool for running machine learning models in production on your own Amazon Web Services account, scaling them up and down with demand. It is aimed at engineering teams deploying ML models, and its original authors no longer actively maintain it.

For developers · GitHub

What's missing

What people still miss here, and wish existed. Upvote what matters to you.

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Before you build

Planning something for machine learning platforms? See what exists first, so you can reuse parts or explain what's different. Paste this into any AI assistant:

Read the list of open-source alternatives at https://opensourceeverything.org/data/groups/ml-platforms.json. Compare it with my project or idea below. Tell me which projects overlap, what I could reuse instead of rewriting, and what mine does that none of them do. My project or idea:

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Fix the list itself

A project or closed app missing from this list, or a mistake on it? These open a short form on GitHub, and a mod reviews it. To say what a project can't do, use What's missing.

Add a project here Add a closed app it replaces Fix something on this page

About this page

Replaces fully means it does the main job of these apps; Replaces partly means it covers some of it.

Licenses: every project here uses an open-source license (what each one means). Open core means some parts are paid or under another license.

GitHub stars are shown for reference. They measure popularity, not whether it replaces anything.

Verified means r/TrueOpenSource mods checked it: open-source license, maintained, and it really does the job.

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