> ## Documentation Index
> Fetch the complete documentation index at: https://docs.kalarislabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# lamindb — AI agent skill for data science and ml

> Use when working with LaminDB, the open-source lineage-native lakehouse for biological datasets and models.

# `lamindb`

> Use when working with LaminDB, the open-source lineage-native lakehouse for biological datasets and models. Covers setup, artifact registration, query/search, lineage tracking, validation, ontology-backed annotation with Bionty, collections, branches, storage, and workflow integrations.

**Category:** [data-science-and-ml](/research-agent-skills/skills#data-science-and-ml) · **License:** Apache-2.0 license · **Version:** 1.2

## Install

```bash theme={null}
npx research-agent-skills install lamindb
npx skills add KalarisLabs/research-agent-skills --skill lamindb
```

## When to use it

Use when working with LaminDB, the open-source lineage-native lakehouse for biological datasets and models. Covers setup, artifact registration, query/search, lineage tracking, validation, ontology-backed annotation with Bionty, collections, branches, storage, and workflow integrations.

## Full playbook

Read [SKILL.md](https://github.com/KalarisLabs/research-agent-skills/blob/main/skills/lamindb/SKILL.md) for the complete workflow, references and any scripts. The agent installer copies the full skill folder.


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