For molecular modelers, juggling multiple software features and commands can sometimes feel like an overwhelming task. Whether it’s running a calculation, selecting specific atoms, generating scripts, or analyzing data, finding the right tool or syntax can slow down workflows considerably. This is where SAMSON AI, powered by GPT-5, can offer valuable help. With its intuitive command functionalities, SAMSON AI minimizes the friction in molecular modeling by enabling natural language-based interactions. Let’s take a closer look at how SAMSON AI commands can streamline your entire workflow.
Why Use Commands in SAMSON AI?
The SAMSON AI commands provide a quick and efficient way to interact with the platform, catering to several critical user needs:
- Simplified interaction: Speak to the Assistant in plain language without needing complete familiarity with software-specific terminologies.
- Time-saving task execution: Perform complex actions or navigate through datasets with just a few keystrokes or phrases.
- Enhanced creativity: Generate custom Python scripts directly within the Assistant to suit your modeling requirements.
Here’s everything you need to know to get started with SAMSON AI commands.
Getting Started with Commands
SAMSON AI recognizes a set of specialized commands that cover a wide range of molecular modeling activities. These include:
/do: Perform specific actions, such as selecting nodes, zooming to areas of interest, or applying visualization styles./script: Automate workflows by generating Python scripts tailored to your needs./select: Use natural language to select atoms, molecules, or other nodes in your system./learn: Equip SAMSON AI with external knowledge by providing URLs containing relevant research or instructions./refer: Query the Assistant about learned information for informed modeling decisions./forget: Remove all learned knowledge when it’s no longer needed.
To see the available commands, simply type / in the SAMSON AI input field, and an intuitive list will appear.

Spotlight on the /do Command
The /do command is particularly useful for molecular modeling tasks that require direct action on your model. It enables functionalities like zooming, selecting specific areas, and modifying representations with straightforward phrases. Below are some practical examples:
/do zoom to the binding site./do select the ligand and apply a licorice model./do erase all surfaces./do remove water./do select the gaussian surface and make it light blue.
The power of this command lies in its simplicity. Instead of navigating through menus and options, you can type your request in natural language or even speak it if speech input is enabled. This ensures that you spend less time searching and more time modeling.
Effortless Python Script Generation
The /script command bridges the gap for users looking to create automation within SAMSON. Whether you’re performing repetitive tasks or exploring your system through custom calculations, /script provides a way to generate Python scripts directly from your instructions. Here are some examples:
/script select all atoms and translate them in the z direction by 1 angstrom./script create a GUI that lets me enter a distance in angstrom, with a 'Move' button./script compute the gyration radius of the receptor.
If you’re not familiar with Python, don’t worry—SAMSON AI handles the technical details of script generation while leaving you in control of the inputs.
A Personalized Modeling Experience
With commands like /learn, SAMSON AI takes personalization to the next level. You can feed it URLs containing studies, datasets, or tutorials, equipping it with domain-specific knowledge tailored to your project. For example:
/learn https://en.wikipedia.org/wiki/COVID-19/learn https://www.biorxiv.org/content/10.1101/2022.08.03.502585v2.full.pdf
This knowledge persists across modeling sessions, ensuring continuity until you use the /forget command to reset the Assistant.
Why It Matters
SAMSON AI commands aren’t just about convenience—they tackle real pain points for molecular modelers. From faster task execution to effortless scripting or dynamic learning, they eliminate inefficiencies in how users interact with molecular data. The result? A smoother, more creative workflow customized just for you.
To learn more about SAMSON AI and its capabilities, visit the official documentation page.
SAMSON and all SAMSON Extensions are free for non-commercial use. Download SAMSON now at https://www.samson-connect.net.
