---
title: "Developers"
description: "Use the GAB dataset like any open data set. There is nothing to register for and no key to request: every file is public and is served with a plain GET request."
canonical: https://gabrielosint.org/developers
last-updated: 2026-10-28
---

# Developers

Use the GAB dataset like any open data set. There is nothing to register for and no key to request: every file is public and is served with a plain GET request.

## Quick start

1. Read the manifest to get the list of files and their checksums.
2. Download the files that you need, for example the entities and the claims as CSV.
3. Check the SHA-256 checksum of each file against the manifest.
4. Cite the dataset and keep the label of each claim.

```
curl https://gabrielosint.org/release/manifest.json
```

## Links

- [Documentation](https://gabrielosint.org/docs) and [OpenAPI description](https://gabrielosint.org/openapi.json).
- [Source code and issues](https://github.com/gabriel-neutron/GAB), under the MIT licence.
- [Agent skills](https://gabrielosint.org/.well-known/agent-skills/index.json) for AI agents that use the data.

## Sandbox

The public files are the same for everyone and a request cannot change them, so there is nothing to break and no separate test mode.