# Enrichment Comparison

Compare person enrichment results across Apollo, PeopleDataLabs, and FullEnrich side-by-side.

## Run locally

```sh
uvx marimo edit --sandbox comparison.py
```

### With 1Password

API keys are stored in the **InternalAI** vault. Use `op run` to inject them as env vars:

```sh
op run --env-file=.env -- uvx marimo edit --sandbox comparison.py
```

The app will pre-fill API keys from `APOLLO_API_KEY`, `PDL_API_KEY`, and `FULLENRICH_API_KEY` env vars.