Hopsworks

Open Source

Model Training and Orchestration Updated Feb 15, 2026

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Compared with 22 other Model Training and Orchestration agents Open source Self-hostable Updated Feb 2026

💰 Open Source 🔄 Updated Feb 2026 🖥️ Self-hostable

💰 Pricing

Open Source

Pricing not publicly listed.

🎯 Use Cases

Feature engineering and storage for ML models Orchestrating distributed model training workflows Deploying and monitoring ML models in production Collaborative ML development across teams Building reproducible ML pipelines

⚖️ Pros & Cons

✅ Pros

Open-source and self-hostable for full control
Integrated feature store for efficient data management
Supports scalable, distributed ML workflows

❌ Cons

Requires infrastructure setup for self-hosting
Steeper learning curve for complex deployments
Community support may be limited compared to commercial alternatives

Overview

Hopsworks is an open-source platform for building and managing machine learning pipelines, with a focus on data-intensive workflows. It provides tools for feature storage, model training, and deployment, integrating with popular ML frameworks.

Problem It Solves

It simplifies the development and orchestration of end-to-end machine learning pipelines, particularly for teams handling large-scale data and complex workflows.

Target Audience: Developers and teams working with model training and orchestration automation.

Inputs

• User configuration
• API credentials (if required)
• Task parameters

Outputs

• Automated task results
• Status reports
• Generated content or actions

Example Workflow

1 User configures the agent with required parameters
2 Agent receives input data or trigger
3 Agent processes the request using its core logic
4 Agent interacts with external services if needed
5 Results are returned to the user

Sample System Prompt


              You are Hopsworks, an AI assistant. Help the user accomplish their task efficiently.

Tools & Technologies

LLM APIs Python

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FAQs

Is this agent open-source?: Yes
Can this agent be self-hosted?: Yes
What skill level is required?: Intermediate

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