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Snowflake-Labs/sf-mleu-solutions

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Snowflake-Labs/sf-mleu-solutions

Language: Python

License: Apache-2.0

Stars: 0

Forks: 0

Open issues: 1

Created: 2026-06-18T15:35:12Z

Pushed: 2026-07-17T13:43:46Z

Default branch: main

Fork: no

Archived: no

README:

Snowflake MLEU Industry Solutions

MLEU: Manufacturing, Logistics, Energy and Utilities

End-to-end solution accelerators for the MLEU industry vertical, built on Snowflake and Cortex Code, showcasing Cortex AI, Snowflake ML, and the modern data platform.

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Solution Catalog

| # | Solution | Industry | Directory | Key Snowflake Features | Status | |---|----------|----------|-----------|----------------------|--------| | 1 | Predictive Maintenance | Manufacturing | solutions/predictive-maintenance/ | Snowflake Intelligence, Cortex Analyst, Semantic View, Streamlit, SPCS | ✅ Done | | 2 | Supply Chain Intelligence Platform | Manufacturing | solutions/supply-chain-intelligence/ | Snowflake Intelligence, Cortex Analyst, Cortex Search, Semantic Model, Streamlit | ✅ Done | | 3 | GNN Supply Chain Risk Intelligence | Manufacturing | solutions/gnn-supply-chain-risk/ | Graph Neural Networks, PyTorch Geometric, Cortex Agent, Cortex Analyst, SPCS GPU, Streamlit | ✅ Done |

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Quick Install (via Cortex Code)

Install any solution using the Cortex Code plugin:

# Permanent install (copies plugin to cache — survives restarts)
# TBA: Public install (available after repo goes public) cortex plugin install "Snowflake-Labs/sf-mleu-solutions/plugins/cortex-code"

# Or load locally during development (reads directly from disk, always up-to-date)
git clone git@github.com:Snowflake-Labs/sf-mleu-solutions.git
cd sf-mleu-solutions
cortex --plugin-dir ./plugins/cortex-code

> Note: cortex plugin install copies the plugin into a local cache. If you add new skills later, you must cortex plugin uninstall sf-mleu-solutions && cortex plugin install ... to refresh. During development, use --plugin-dir instead — it always reads the latest files from disk without caching.

Then in a Cortex Code session, run a solution by name:

$sf-mleu-solutions:

Example:

$sf-mleu-solutions:predictive-maintenance
$sf-mleu-solutions:predictive-maintenance teardown

Quick Install (via Claude Code)

# TBA: Public install (available after repo goes public)

# Or load locally during development
git clone git@github.com:Snowflake-Labs/sf-mleu-solutions.git
cd sf-mleu-solutions
claude --plugin-dir ./plugins/claude-code

Then in a Claude Code session, run a solution by name:

/sf-mleu-solutions:predictive-maintenance

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Getting Started

Each solution is self-contained in its own directory with:

solutions//
├── README.md # Overview, architecture, prerequisites
├── manifest.json # Solution metadata for the installer
├── scripts/ # SQL setup and teardown scripts
└── data/ # Sample data generation scripts (if applicable)

Prerequisites

  • Snowflake account (Enterprise edition recommended)
  • Appropriate role with CREATE DATABASE / SCHEMA privileges
  • Warehouse (default: COMPUTE_WH)

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Related Resources

Web Pages

  • Snowflake ML - Integrated set of capabilities for development, MLOps and inference leading with agentic ML
  • Snowflake Notebooks - Jupyter-based notebooks in Snowflake Workspaces
  • Cortex Code - Snowflake's AI native coding agent that boosts ML productivity

Technical Documentation