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{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"# Example notebook on how to extract a source from the database and save it in another format"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"\n",
"from buster.documents import get_documents_manager_from_extension"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# Path to the database\n",
"db_path = \"documents.db\"\n",
"db = get_documents_manager_from_extension(db_path)(db_path)\n",
"\n",
"# Source to extract\n",
"target = \"lightning\"\n",
"df = db.get_documents(target)\n",
"\n",
"# If you want to save it as tar.gz\n",
"filepath = os.path.join('buster/data/', f'document_embeddings_{target}.tar.gz')\n",
"db_df = get_documents_manager_from_extension(filepath)(filepath)\n",
"db_df.add(target, df)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "milabot",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.9"
},
"orig_nbformat": 4,
"vscode": {
"interpreter": {
"hash": "9db6f4b791ef587fd310257e87896b12053c9010399595f881592a25a8a29679"
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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