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add everyting for docs

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ishaan-jaff 2023-07-29 07:00:13 -07:00
parent de45a738ee
commit 0fe8799f94
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docs/extras/integrations/document_loaders/snowflake.ipynb Normal file
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Snowflake\n",
"\n",
"This notebooks goes over how to load documents from Snowflake"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"! pip install snowflake-connector-python"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"import settings as s\n",
"from langchain.document_loaders import SnowflakeLoader"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"QUERY = \"select text, survey_id from CLOUD_DATA_SOLUTIONS.HAPPY_OR_NOT.OPEN_FEEDBACK limit 10\"\n",
"snowflake_loader = SnowflakeLoader(\n",
" query=QUERY,\n",
" user=s.SNOWFLAKE_USER,\n",
" password=s.SNOWFLAKE_PASS,\n",
" account=s.SNOWFLAKE_ACCOUNT,\n",
" warehouse=s.SNOWFLAKE_WAREHOUSE,\n",
" role=s.SNOWFLAKE_ROLE,\n",
" database=s.SNOWFLAKE_DATABASE,\n",
" schema=s.SNOWFLAKE_SCHEMA,\n",
")\n",
"snowflake_documents = snowflake_loader.load()\n",
"print(snowflake_documents)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"from snowflakeLoader import SnowflakeLoader\n",
"import settings as s\n",
"\n",
"QUERY = \"select text, survey_id as source from CLOUD_DATA_SOLUTIONS.HAPPY_OR_NOT.OPEN_FEEDBACK limit 10\"\n",
"snowflake_loader = SnowflakeLoader(\n",
" query=QUERY,\n",
" user=s.SNOWFLAKE_USER,\n",
" password=s.SNOWFLAKE_PASS,\n",
" account=s.SNOWFLAKE_ACCOUNT,\n",
" warehouse=s.SNOWFLAKE_WAREHOUSE,\n",
" role=s.SNOWFLAKE_ROLE,\n",
" database=s.SNOWFLAKE_DATABASE,\n",
" schema=s.SNOWFLAKE_SCHEMA,\n",
" metadata_columns=[\"source\"],\n",
")\n",
"snowflake_documents = snowflake_loader.load()\n",
"print(snowflake_documents)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.9.1"
}
},
"nbformat": 4,
"nbformat_minor": 2
}