data-management

This document covers querying, searching, filtering, and streaming data in LaminDB, as well as best practices for organizing and accessing datasets.

Skills
Scientific
0

What it does and how to use it

A skill that teaches Claude Code to do scientific tasks well. It is packaged knowledge the model uses whenever it is relevant.

Install the skill (command above).
In Claude Code, describe what you need - the skill turns on by itself when the context fits.
No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/data-management && curl -fsSL https://doutorai.pt/data/lib/skills__data-management.md -o .claude/skills/data-management/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

# LaminDB Data Management

This document covers querying, searching, filtering, and streaming data in LaminDB, as well as best practices for organizing and accessing datasets.

## Registry Overview

View available registries and their contents:

```python
import lamindb as ln

# View all registries across modules
ln.view()

# View latest 100 artifacts
ln.Artifact.to_dataframe()

# View other registries
ln.Transform.to_dataframe()
ln.Run.to_dataframe()
ln.User.to_dataframe()
```

## Lookup for Quick Access

For registries with fewer than 100k records, `Lookup` objects enable convenient auto-com

- 🔒 Full content on the Pro plan (€7.99/month) -

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