Artifacts, code & workflows
Beyond text and generated files, HiPMMAI can preview rich output, run code, and automate repeatable pipelines.
Artifacts
When the assistant outputs certain content, it opens in an artifact panel on the right, with Preview and Source tabs:
| Content | Preview |
|---|---|
| React / JSX | Live sandbox render |
| HTML | Sandboxed iframe |
| SVG | Rendered image |
| Mermaid | Rendered diagram |
| Markdown | Formatted document |
Each artifact has a download button with the right file extension. This is how you get an interactive component, a diagram, or a rendered page out of a chat.
Code execution
Code blocks get a ▶ Run button. Output (stdout / stderr / exit code) is shown inline.
- 13+ languages — Node.js, Python, Ruby, Bash, Go, Rust, C, C++, Java, TypeScript, PHP, Perl, and more.
- Sandboxed — execution runs in an isolated environment (non-privileged, no network, memory-limited) with a time limit, so it's safe to try things.
In Agent mode the agent can run code itself as part of a task — to compute a result, transform data, or check its own work.
Workflows
A workflow chains steps into a reusable pipeline you can run again on new inputs.
- Entry: Sidebar → Workflow → New workflow (or start from a template).
- Nodes include: knowledge-base search, LLM analysis, image generation, conditional branches, report composition, and HTML rendering.
- AI-drafted: describe what you want in plain language and let the platform generate the node graph, then tweak it visually.
- Runs stream their progress step by step; generated files appear as download cards.
Workflows are ideal for recurring deliverables — a weekly report, a batch document generation, a standard analysis — where you want the same steps every time without re-prompting.
Next
- Agent mode — the assistant driving these capabilities for you.
- API keys — call the platform from your own tools.