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Update README.md
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README.md
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language:
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- en
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---
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The dataset is sourced from GARDIAN
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a comprehensive hub for agri-food data and publications. Utilizing its robust API,
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the GAIA-CIGI pipeline has systematically discovered and gathered all open-access reports and publications
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from the various CGIAR centers.
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Each document has been converted into a structured, machine-readable format using GROBID,
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a specialized tool for extracting the structure of scientific publications
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Each document carries a persistent GARDIAN id that allows the retrieval of the full metadata record of the associated publication
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Number of documents: 4995
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language:
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- en
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---
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# Data Sources and RAG Pipeline
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The dataset is sourced from [GARDIAN](https://gardian.bigdata.cgiar.org/),
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a comprehensive hub for agri-food data and publications. Utilizing its robust API,
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the GAIA-CIGI pipeline has systematically discovered and gathered all open-access reports and publications
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from the various CGIAR centers.
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Each document has been converted into a structured, machine-readable format using [GROBID](https://grobid.readthedocs.io/en/latest/Introduction/),
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a specialized tool for extracting the structure of scientific publications.
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A complete description of the system architecture can be found [here](https://scio.atlassian.net/wiki/spaces/CiGi/pages/45711361/Pipeline+Architecture)
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# Document Structure
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```
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{
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"metadata": {
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"id": "",
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"source": "",
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"url": ""
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},
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"pagecount": 1,
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"title": "",
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"abstract": "",
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"keywords":["keyowrds"]
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"chapters": [
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{
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"index": 1,
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"head": "",
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"paragraphs": [
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{
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"text": "",
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"size": 1,
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"index": 1
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},
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{
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"text": "",
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"size": 2,
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"index": 2
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}
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]
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}
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],
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"figures": [
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{
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"text": ""
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}
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],
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"sieverID":""
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}
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```
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# Property Description
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<ol>
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<li>"metadata" (object, required): Contains information related to the document's metadata.
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<ol>
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<li>"id" (string): the identifier for the document.</li>
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<li>"source" (string): the source or origin of the document.</li>
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<li>"url" (string): the url of the downloaded document.</li>
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</ol>
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</li>
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<li>"pageCount" (integer, required): the number of pages of the document.</li>
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<li>"title" (string, required): the title of the document.</li>
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<li>"abstract" (string, required): the abstract of the document.</li>
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<li>"chapters" (array of objects, required): represents chapters or sections within the document.
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<ol>
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<li>"index" (integer, required): the numerical order of the chapter.</li>
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<li>"head" (string, required): the heading of the chapter.</li>
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<li>"paragraphs" (array of objects, required): contains paragraphs within the chapter.
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<ol>
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<li>"text" (string, required): the content of the paragraph.</li>
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<li>"size" (integer, required): represents the size of the paragraph (words separated by one space).</li>
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<li>"index" (integer, required): the numerical order of paragraph within the chapter.</li>
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</ol>
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</li>
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</ol>
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</li>
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<li>"figures" (array of objects, required): represents tables within the document.
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<ol>
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<li>
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"text" (string, required): the content of the table.
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</li>
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</ol>
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</li>
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<li>"sieverID" (string, required): Internal identifier of the document.</li>
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</ol>
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>Each document carries a persistent GARDIAN id that allows the retrieval of the full metadata record of the associated publication
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Number of documents: 4995
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