camara / README.md
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Unify card: Open-Telco Telecom Standards Corpus
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---
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.