CGIAR/embrapa-ai-documents

GAIA / GARDIAN-CIGI Agricultural Research Corpus

This dataset contains 130,922 agricultural research documents extracted from the GARDIAN repository and processed through the CIGI pipeline.

Dataset Overview

Property	Value
Total Documents	130,922
Total Size	256.66 MB
Total Tokens	11,827,230
Total Pages	0
Languages	8
Unique Keywords	106,492
Resource Types	11
Date Generated	2026-07-16 08:37:30

Language Distribution

Language	Count	Percentage
Portuguese	106018	81.0%
English	24165	18.5%
Spanish	558	0.4%
French	144	0.1%
Italian	16	0.0%
German	14	0.0%
Japanese	5	0.0%
Russian	2	0.0%

Top Keywords

science, agriculture, academic, grobid, rag, cgiar, multilingual, documents, research, food-security, climate-adaptation, para, brazil, brasil, solo, milho, soja, zea mays, amazonia, feijão, phaseolus vulgaris, in vitro, soil, doença de planta, production

Resource Types

Type	Count
Scientific Publication	127298
Thesis	2452
Book / Monograph	720
Factsheet	349
Other	40
Report / Technical	27
Magazine or Press item	18
Map	13
Bibliography	3
Multimedia	1
Periodical / Journal	1

Publication Years

2011 (24750), 2015 (10431), 2018 (9341), 2019 (8602), 2025 (8562), 2014 (8552), 2013 (8054), 2012 (7952), 2016 (7589), 2017 (7298)

Rights

Per-document licensing varies. Distribution of metadata.rights:

Rights	Docs	Share
CC-BY-NC-ND	130922	100.0%

Rights are heterogeneous. The repo-level cc-by-4.0 tag reflects the curation of the collection, not a uniform document license. Always check the per-document metadata.rights field (and the source at metadata.url) before redistributing or using individual documents commercially.

Document JSON Schema

{
  "metadata": {
    "gardian_id": "string",
    "source": "string",
    "url": "string",
    "description": "string",
    "id": "string",
    "title": "string",
    "language": "string",
    "resource_type": "string",
    "release_year": "string",
    "rights": "string",
    "dataNODE_id": "string",
    "keywords": [ "string" ],
    "geography": {
      "regions": [ "string" ],
      "countries": [ "string" ]
    }
  },
  "keywords": "null",
  "sieverID": "string",
  "pagecount": "string",
  "content": "string",
  "tokenCount": "string",
  "images": [],
  "tables": []
}

License

This dataset is released under CC-BY-4.0.

Acknowledgements

This dataset was developed for the Generative AI for Agriculture (GAIA) project, funded by the Gates Foundation and UK International Development (FCDO), in collaboration between CGIAR and SCiO.

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Generated automatically on 2026-07-16 08:37:30 Source directory: ./sieveroutputembrapa