Disclaimer: This application is not part of the Snowflake Service and is governed by the terms in LICENSE, unless expressly agreed to in writing. You use this application at your own risk, and Snowflake has no obligation to support your use of this application. Learn more
HCLS: Healthcare & Life Sciences
End-to-end solution accelerators for the Healthcare & Life Sciences industry vertical, built on Snowflake and Cortex Code, showcasing Cortex AI, Snowflake ML, and the modern data platform.
This repository is part of the Snowflake Industry Solutions catalogue — a central hub for discovering, installing, and managing all industry solution accelerators across verticals.
- Python 3.12+
- uv (Python package manager)
| # | Solution | Industry | Directory | Key Snowflake Features | Status |
|---|---|---|---|---|---|
| 1 | Clinical Quality and Patient Safety Agent | Healthcare | solutions/clinical-quality-agent/ |
Snowflake Intelligence, Cortex Agent, Cortex Analyst, Cortex Search (PubMed), Semantic Model | ✅ Done |
| 2 | Medical Device Streaming Platform | Healthcare | solutions/medical-device-streaming/ |
Snowpipe Streaming (High-Performance), PIPE Objects, ASOF Joins, VARIANT Data, Flattened Views | ✅ Done |
| 3 | Scientific Workbench for Life Sciences R&D | Life Sciences | solutions/scientific-workbench/ |
Cortex Agents (Discovery Agent with Claude Sonnet 5.5), Multi-Agent Toolsets & Router, NVIDIA BioNeMo NIMs (10 GPU tools), Cortex Analyst Semantic Views (4), Snowflake App Runtime (Next.js), Notebooks | ✅ Done |
There are two ways to install a solution from this repository. Option 1 is recommended.
Install the sf-solutions plugin into CoCo, then install any solution by name.
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Open Settings and select Plugins in the left menu.
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Click the + button at the top right, then select Add from GitHub.
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In the Add plugin from GitHub dialog, enter the following URL and press Enter:
https://github.com/Snowflake-Labs/sf-solutions/tree/main/plugins/cortex-code -
CoCo clones the repository and registers the plugin. Confirm that the sf-solutions card appears in the Plugins list with its toggle turned on.
cortex plugin install github:Snowflake-Labs/sf-solutions/plugins/cortex-code
cortex plugin list # confirm "sf-solutions" is listed as [enabled, managed]If a CoCo session is already running, run /plugin reload (or restart CoCo) to load the plugin. To get the latest version later, run cortex plugin update sf-solutions.
Then, in CoCo:
$sf-solutions:list hcls # List HCLS solutions
$sf-solutions:install <solution-name> # Install a solution
$sf-solutions:teardown <solution-name> # Remove a solution
$sf-solutions:next <solution-name> # Post-install guidance
The plugin shows the disclaimer and the installation plan, and waits for your confirmation before making any change.
Each solution is self-contained. Clone this repository, go to the solution's folder, and follow the installation steps in that solution's README.md.
git clone https://github.com/Snowflake-Labs/sf-hcls-solutions.git
cd sf-hcls-solutions/solutions/<solution-name>Read the disclaimer and the Prerequisites in the solution's README.md before running anything.
Each solution is self-contained in its own directory. There are two types:
solutions/<solution-name>/
├── manifest.json # Solution metadata (type: "script")
├── README.md # Overview, architecture, prerequisites
├── NEXT_ACTIONS.md # Post-install verification steps and example queries
├── scripts/ # SQL setup and teardown scripts
└── streamlit/ # Streamlit app (if applicable)
Solutions that install a Cortex Code plugin with skills, agents, and optionally Snowflake objects.
solutions/<solution-name>/
├── manifest.json # Solution metadata (type: "plugin")
├── README.md # Overview, usage
├── plugins/cortex-code/ # CoCo plugin directory
│ ├── .cortex-plugin/
│ │ └── plugin.json
│ └── skills/
│ └── ...
└── scripts/ # Optional SQL scripts
- 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
- Cortex Code Documentation - Getting started with Cortex Code
- Cortex Code in Snowsight - Browser-based experience
- Cortex Code CLI - Command-line experience
- Snowflake ML Documentation - Official Snowflake ML developer guide
- Snowflake ML Quickstart - Hands-on guides to get started with Snowflake ML