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174 lines
4.5 KiB
Plaintext
174 lines
4.5 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": "e9c676c0",
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"metadata": {},
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"source": [
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"<a href=\"https://colab.research.google.com/github/run-llama/llama_index/blob/main/docs/examples/data_connectors/GoogleDriveDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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]
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},
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{
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"cell_type": "markdown",
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"id": "88141371-de4c-4c02-9e8f-10d2491b5a33",
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"metadata": {},
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"source": [
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"# Google Drive Reader\n",
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"Demonstrates our Google Drive data connector"
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]
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},
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{
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"cell_type": "markdown",
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"id": "e2efe966",
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"metadata": {},
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"source": [
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"## Prerequisites "
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]
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},
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{
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"cell_type": "markdown",
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"id": "aa083b9f",
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"metadata": {},
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"source": [
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"Follow [these steps](https://developers.google.com/drive/api/quickstart/python#set_up_your_environment) to setup your environment.\n",
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"1. Enable the Google Drive API in your GCP project.\n",
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"1. Configure an OAuth Consent screen for your GCP project.\n",
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" * It is fine to make it \"External\" if you're not in a Google Workspace.\n",
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"1. Create client credentials for your application (this notebook).\n",
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" * Make sure to use \"Desktop app\" as the application type.\n",
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" * Move these client credentials to the directory this notebook is in, and name it \"credentials.json\"."
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]
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},
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{
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"attachments": {},
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"cell_type": "markdown",
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"id": "018d3fd6",
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"metadata": {},
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"source": [
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"If you're opening this Notebook on colab, you will probably need to install LlamaIndex 🦙."
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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": "ea0e003b",
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"metadata": {},
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"outputs": [],
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"source": [
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"%pip install llama-index llama-index-readers-google"
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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": "f6b62adf",
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"metadata": {},
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"outputs": [],
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"source": [
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"import logging\n",
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"import sys\n",
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"\n",
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"logging.basicConfig(stream=sys.stdout, level=logging.INFO)\n",
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"logging.getLogger().addHandler(logging.StreamHandler(stream=sys.stdout))"
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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": "fafc701d-5a10-4503-9dae-22698fb1aee9",
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"metadata": {},
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"outputs": [],
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"source": [
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"from llama_index.core import SummaryIndex\n",
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"from llama_index.readers.google import GoogleDriveReader\n",
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"from IPython.display import Markdown, display"
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]
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},
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{
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"cell_type": "markdown",
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"id": "d14d45e1",
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"metadata": {},
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"source": [
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"## Choose Folder to Read"
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]
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},
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{
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"cell_type": "markdown",
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"id": "4e0667e6",
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"metadata": {},
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"source": [
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"You can find a folder ID by navigating to a folder in Google Drive then selecting the last part of the URL.\n",
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"\n",
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"For example, with this URL: `https://drive.google.com/drive/u/0/folders/abcdefgh12345678` the folder ID is `abcdefgh12345678`"
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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": "b8f0a9f2-c6a9-4840-a38a-0b2f8e433063",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Replace the placeholder with your chosen folder ID\n",
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"folder_id = [\"<your_folder_id>\"]\n",
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"\n",
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"# Make sure credentials.json file exists in the current directory (data_connectors)\n",
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"documents = GoogleDriveReader().load_data(folder_id=folder_id)"
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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": "89ef1fac-aa36-4a5f-b5cf-bc4dfa0bd332",
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"metadata": {},
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"outputs": [],
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"source": [
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"index = SummaryIndex.from_documents(documents)"
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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": "c2c1573f-2e49-49e8-8daf-19e6f1777eaa",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Set Logging to DEBUG for more detailed outputs\n",
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"query_engine = index.as_query_engine()\n",
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"response = query_engine.query(\"<query_text>\")"
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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": "6d4533c9-9020-4f50-837c-316ec2c454f2",
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"metadata": {},
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"outputs": [],
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"source": [
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"display(Markdown(f\"<b>{response}</b>\"))"
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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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}
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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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