forked from Archives/langchain
a6f767ae7a
Adds a loader for Slack Exports which can be a very valuable source of knowledge to use for internal QA bots and other use cases. ```py # Export data from your Slack Workspace first. from langchain.document_loaders import SLackDirectoryLoader SLACK_WORKSPACE_URL = "https://awesome.slack.com" loader = ("Slack_Exports", SLACK_WORKSPACE_URL) docs = loader.load() ``` --------- Co-authored-by: Mikhail Dubov <mikhail@chattermill.io>
86 lines
2.3 KiB
Plaintext
86 lines
2.3 KiB
Plaintext
{
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"cells": [
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{
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"attachments": {},
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"cell_type": "markdown",
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"id": "1dc7df1d",
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"metadata": {},
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"source": [
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"# Slack\n",
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"\n",
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"This notebook covers how to load documents from a Slack export dumped locally.\n",
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"\n",
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"In order to get this Slack dump, follow these instructions:\n",
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"\n",
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"## 🧑 Instructions for ingesting your own dataset\n",
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"\n",
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"Export your Slack data. You can do this by going to your Workspace Management page and clicking the Import/Export option ({your_slack_domain}.slack.com/services/export). Then, choose the right date range and click `Start export`. Slack will send you an email and a DM when the export is ready.\n",
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"\n",
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"The download will produce a `.zip` file in your Downloads folder (or wherever your downloads can be found, depending on your OS configuration).\n",
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"\n",
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"Run the following command to unzip the zip file (replace the `Export...` with your own file name as needed) or unzip using built-in tools.\n",
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"\n",
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"```shell\n",
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"unzip xxx.zip -d Slack_Exports\n",
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"```\n",
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"\n",
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"Once ready, move the directory to the directory you are running this notebook from."
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "007c5cbf",
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"metadata": {},
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"outputs": [],
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"source": [
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"from langchain.document_loaders import SLackDirectoryLoader"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "a1caec59",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Optionally set your Slack URL. This will give you proper URLs in sources which is very convernient.\n",
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"SLACK_WORKSPACE_URL = \"https://xxx.slack.com\"\n",
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"\n",
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"loader = (\"Slack_Exports\", SLACK_WORKSPACE_URL)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "b1c30ff7",
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"metadata": {},
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"outputs": [],
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"source": [
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"docs = loader.load()"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.9"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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