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langchain/docs/versioned_docs/version-0.2.x/integrations/document_loaders/lakefs.ipynb
Jacob Lee aff771923a Jacob/new docs (#20570)
Use docusaurus versioning with a callout, merged master as well

@hwchase17 @baskaryan

---------

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2024-04-18 11:10:55 -07:00

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# lakeFS\n",
"\n",
">[lakeFS](https://docs.lakefs.io/) provides scalable version control over the data lake, and uses Git-like semantics to create and access those versions.\n",
"\n",
"This notebooks covers how to load document objects from a `lakeFS` path (whether it's an object or a prefix).\n"
]
},
{
"cell_type": "markdown",
"source": [
"## Initializing the lakeFS loader\n",
"\n",
"Replace `ENDPOINT`, `LAKEFS_ACCESS_KEY`, and `LAKEFS_SECRET_KEY` values with your own."
],
"metadata": {
"collapsed": false
}
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"from langchain_community.document_loaders import LakeFSLoader"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"ENDPOINT = \"\"\n",
"LAKEFS_ACCESS_KEY = \"\"\n",
"LAKEFS_SECRET_KEY = \"\"\n",
"\n",
"lakefs_loader = LakeFSLoader(\n",
" lakefs_access_key=LAKEFS_ACCESS_KEY,\n",
" lakefs_secret_key=LAKEFS_SECRET_KEY,\n",
" lakefs_endpoint=ENDPOINT,\n",
")"
]
},
{
"cell_type": "markdown",
"source": [
"## Specifying a path\n",
"You can specify a prefix or a complete object path to control which files to load.\n",
"\n",
"Specify the repository, reference (branch, commit id, or tag), and path in the corresponding `REPO`, `REF`, and `PATH` to load the documents from:"
],
"metadata": {
"collapsed": false
}
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"REPO = \"\"\n",
"REF = \"\"\n",
"PATH = \"\"\n",
"\n",
"lakefs_loader.set_repo(REPO)\n",
"lakefs_loader.set_ref(REF)\n",
"lakefs_loader.set_path(PATH)\n",
"\n",
"docs = lakefs_loader.load()\n",
"docs"
]
}
],
"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
}