InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now. Learn more →
Top 19 Go Mlops Projects
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Project mention: Data on Kubernetes: Part 4 - Argo Workflows: Simplify parallel jobs : Container-native workflow engine for Kubernetes 🔮 | dev.to | 2024-07-28
Remember to meet the prerequisites, including AWS cli, kubectl, terraform and Argo Workflow CLI.
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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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.
Today, i'll like to share a technique that i recently discovered whilst trying to measure how long it takes to execute a method or function in .NET. I faced this challenge when working with the vector search component of Weaviate. Weaviate is open-source vector database state-of-the-art machine learning (ML) models to turn your data - text, images, and more - into a searchable vector database. It stores both objects and vectors, allowing for the combination of vector search with structured filtering. Thus, the performance of search is integral especially for a database.
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flyte
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
Project mention: Boost your ML pipeline performance with efficient parallelism | dev.to | 2025-04-09Flyte is a distributed computation framework that uses a Kubernetes Pod as the fundamental execution environment for each task in a pipeline. When you use MapTasks, Flyte automatically distributes the load among multiple Pods that run in parallel and limits each Pod to downloading and processing only a specific index from the inputs list, preventing inefficient duplicate data movement.
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determined
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
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Featureform The success of a machine learning model relies on the quality of data and, hence, the features fed to the model. However, in large organizations, members of one team may not be aware of good features developed by other teams in the organization. A feature store helps eliminate this problem by providing a central repository of features that are accessible to all the teams and individuals within an organization.
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kitops
An open source DevOps tool for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI artifact.
wget https://github.com/jozu-ai/kitops/releases/latest/download/kitops-linux-x86_64.tar.gz tar -xzvf kitops-linux-x86_64.tar.gz sudo mv kit /usr/local/bin/
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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onepanel
The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.
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aqueduct
Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure. (by RunLLM)
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terraform-provider-iterative
☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes
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glide
🐦 A open blazing-fast simple model gateway for rapid development of production GenAI apps (by EinStack)
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Project mention: Experiment tracking server focused on speed and scalability | news.ycombinator.com | 2024-08-30
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distributed-inference
A project to demonstrate an approach to designing cross-language and distributed pipeline in deep learning/machine learning domain, using WebRTC and Redis Streams.
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kubernetes-operator-roiergasias
'Roiergasias' kubernetes operator is meant to address a fundamental requirement of any data science / machine learning project running their pipelines on Kubernetes - which is to quickly provision a declarative data pipeline (on demand) for their various project needs using simple kubectl commands. Basically, implementing the concept of No Ops. The fundamental principle is to utilise best of docker, kubernetes and programming language features to run a workflow with minimal workflow definition s
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atlas-core
Atlas Core is an enterprise-grade, open-source API that consolidates extensive country information into a single, high-performance service. Initially designed as a reliable drop-in replacement for the restcountries.com API (v3.1 compatible), Atlas Core provides enhanced reliability and performance. It is built on top of the Atlas Data Platform.
Project mention: Launch: Atlas-Core – Open-source geographic data API for developers and AI | news.ycombinator.com | 2025-04-04Source code: https://github.com/DoROAD-AI/atlas-core
While the open-source version focuses on country data, Our full Atlas product adds airports, visa requirements, and more advanced features.
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Project mention: FeatureLens: Real-time Go monitor for ML feature pipeline quality & drift detection. | dev.to | 2025-04-13
Project Link
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Go Mlops discussion
Go Mlops related posts
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FeatureLens: Real-time Go monitor for ML feature pipeline quality & drift detection.
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Accelerating ML Development with DevPods and ModelKits
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Show HN: OpenModelZ – Autoscale LLM inferences on Kubernetes (and others)
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Show HN: One-click machine learning deployment at scale on any cluster
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Deploy and Fine-tune large language models on k8s - Trying this out this weekend
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Show HN: Kubectl Notebook
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Deploy and fine-tune large language models on K8s
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A note from our sponsor - InfluxDB
www.influxdata.com | 14 Jun 2025
Index
What are some of the best open-source Mlops projects in Go? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | argo | 15,713 |
| 2 | Weaviate | 13,620 |
| 3 | flyte | 6,287 |
| 4 | determined | 3,148 |
| 5 | envd | 2,118 |
| 6 | featureform | 1,905 |
| 7 | kitops | 833 |
| 8 | onepanel | 728 |
| 9 | aqueduct | 520 |
| 10 | terraform-provider-iterative | 295 |
| 11 | dud | 210 |
| 12 | glide | 148 |
| 13 | fasttrackml | 106 |
| 14 | oomstore | 89 |
| 15 | distributed-inference | 74 |
| 16 | kubernetes-operator-roiergasias | 7 |
| 17 | atlas-core | 4 |
| 18 | sdk-go | 4 |
| 19 | FeatureLens | 3 |
Sponsored
InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com