---
license: other
license_name: camara
license_link: https://camaraproject.org/
language:
- en
pretty_name: CAMARA Network APIs
tags:
- telecommunications
- camara
- api
- open-telco
---

# CAMARA source mirror

> Part of the **[Open-Telco Telecom Standards Corpus](https://huggingface.co/collections/GSMA/telecom-standards-corpus-6a432dc598fc32729754fecf)**.  
> Sibling mirrors: [3GPP](https://huggingface.co/datasets/GSMA/3GPP) · [ETSI](https://huggingface.co/datasets/GSMA/etsi) · [ITU-T](https://huggingface.co/datasets/GSMA/itu) · [O-RAN](https://huggingface.co/datasets/GSMA/oran) · [GSMA](https://huggingface.co/datasets/GSMA/gsma) · [TM Forum](https://huggingface.co/datasets/GSMA/tmforum) · **CAMARA**

This dataset mirrors the CAMARA project's network APIs. Every source is kept twice: `original/` is the API definition as CAMARA published it (OpenAPI YAML and supporting docs), and `marked/` is that same file converted to Markdown for search and retrieval, one `raw.md` per document. The two trees share identical paths, so a file in `original/` has a parsed twin at the matching path under `marked/`; both are grouped by CAMARA API family, one folder per API (such as ConsentManagement and CarrierBillingCheckOut). `manifest.jsonl` carries one row per file (path, SHA-256, parse status), and `STATUS.md` reports how much of the corpus has been parsed.

```text
camara/
  original/                  # API definitions as published, by API
    ConsentManagement/  ConnectivityInsights/  ...
  marked/                    # Markdown mirror of original/, same paths
    ConsentManagement/.../raw.md
  manifest.jsonl    # one row per file: path, sha256, parse status
  STATUS.md         # parse-coverage summary
```

## How it is organized

- `original/` holds the API definitions as CAMARA published them (OpenAPI YAML and supporting docs), grouped by API family (one folder per API, such as ConsentManagement and ConnectivityInsights).
- `marked/` is the Markdown twin of `original/` at identical paths, one `raw.md` per document.
- `manifest.jsonl` carries one row per file (path, SHA-256, parse status); `STATUS.md` reports parse coverage.

## How to use

Pull only the Markdown twins (skip the heavy `original/` tree) and read them straight:

```python
from huggingface_hub import snapshot_download

path = snapshot_download("GSMA/camara", repo_type="dataset", allow_patterns="marked/**")
# every parsed document is a marked/**/raw.md
```

## The corpus

This dataset is part of the **Open-Telco Telecom Standards Corpus**, an effort to make telecommunications open by mirroring every major standards body into clean, machine-readable Markdown. The full set: 3GPP, ETSI, ITU-T, O-RAN, GSMA, TM Forum, and CAMARA. Browse them all in the [collection](https://huggingface.co/collections/GSMA/telecom-standards-corpus-6a432dc598fc32729754fecf).

## License and attribution

The mirrored documents remain the property of the CAMARA Project and stay subject to its terms; see [camaraproject.org](https://camaraproject.org/). This dataset reproduces them in original and Markdown form for research, search, and retrieval. Cite the underlying API definition by its CAMARA name when you use it.