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Use docusaurus versioning with a callout, merged master as well @hwchase17 @baskaryan --------- Signed-off-by: Weichen Xu <weichen.xu@databricks.com> Signed-off-by: Rahul Tripathi <rauhl.psit.ec@gmail.com> Co-authored-by: Leonid Ganeline <leo.gan.57@gmail.com> Co-authored-by: Leonid Kuligin <lkuligin@yandex.ru> Co-authored-by: Averi Kitsch <akitsch@google.com> Co-authored-by: Erick Friis <erick@langchain.dev> Co-authored-by: Nuno Campos <nuno@langchain.dev> Co-authored-by: Nuno Campos <nuno@boringbits.io> Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com> Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com> Co-authored-by: Martín Gotelli Ferenaz <martingotelliferenaz@gmail.com> Co-authored-by: Fayfox <admin@fayfox.com> Co-authored-by: Eugene Yurtsev <eugene@langchain.dev> Co-authored-by: Dawson Bauer <105886620+djbauer2@users.noreply.github.com> Co-authored-by: Ravindu Somawansa <ravindu.somawansa@gmail.com> Co-authored-by: Dhruv Chawla <43818888+Dominastorm@users.noreply.github.com> Co-authored-by: ccurme <chester.curme@gmail.com> Co-authored-by: Bagatur <baskaryan@gmail.com> Co-authored-by: WeichenXu <weichen.xu@databricks.com> Co-authored-by: Benito Geordie <89472452+benitoThree@users.noreply.github.com> Co-authored-by: kartikTAI <129414343+kartikTAI@users.noreply.github.com> Co-authored-by: Kartik Sarangmath <kartik@thirdai.com> Co-authored-by: Sevin F. Varoglu <sfvaroglu@octoml.ai> Co-authored-by: MacanPN <martin.triska@gmail.com> Co-authored-by: Prashanth Rao <35005448+prrao87@users.noreply.github.com> Co-authored-by: Hyeongchan Kim <kozistr@gmail.com> Co-authored-by: sdan <git@sdan.io> Co-authored-by: Guangdong Liu <liugddx@gmail.com> Co-authored-by: Rahul Triptahi <rahul.psit.ec@gmail.com> Co-authored-by: Rahul Tripathi <rauhl.psit.ec@gmail.com> Co-authored-by: pjb157 <84070455+pjb157@users.noreply.github.com> Co-authored-by: Eun Hye Kim <ehkim1440@gmail.com> Co-authored-by: kaijietti <43436010+kaijietti@users.noreply.github.com> Co-authored-by: Pengcheng Liu <pcliu.fd@gmail.com> Co-authored-by: Tomer Cagan <tomer@tomercagan.com> Co-authored-by: Christophe Bornet <cbornet@hotmail.com>
189 lines
4.5 KiB
Plaintext
189 lines
4.5 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# File System\n",
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"\n",
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"LangChain provides tools for interacting with a local file system out of the box. This notebook walks through some of them.\n",
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"\n",
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"**Note:** these tools are not recommended for use outside a sandboxed environment! "
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"First, we'll import the tools."
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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": 1,
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"metadata": {
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"tags": []
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},
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"outputs": [],
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"source": [
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"from tempfile import TemporaryDirectory\n",
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"\n",
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"from langchain_community.agent_toolkits import FileManagementToolkit\n",
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"\n",
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"# We'll make a temporary directory to avoid clutter\n",
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"working_directory = TemporaryDirectory()"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## The FileManagementToolkit\n",
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"\n",
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"If you want to provide all the file tooling to your agent, it's easy to do so with the toolkit. We'll pass the temporary directory in as a root directory as a workspace for the LLM.\n",
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"\n",
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"It's recommended to always pass in a root directory, since without one, it's easy for the LLM to pollute the working directory, and without one, there isn't any validation against\n",
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"straightforward prompt injection."
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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": 2,
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"metadata": {
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"tags": []
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[CopyFileTool(root_dir='/tmp/tmprdvsw3tg'),\n",
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" DeleteFileTool(root_dir='/tmp/tmprdvsw3tg'),\n",
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" FileSearchTool(root_dir='/tmp/tmprdvsw3tg'),\n",
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" MoveFileTool(root_dir='/tmp/tmprdvsw3tg'),\n",
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" ReadFileTool(root_dir='/tmp/tmprdvsw3tg'),\n",
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" WriteFileTool(root_dir='/tmp/tmprdvsw3tg'),\n",
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" ListDirectoryTool(root_dir='/tmp/tmprdvsw3tg')]"
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]
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},
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"execution_count": 2,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"toolkit = FileManagementToolkit(\n",
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" root_dir=str(working_directory.name)\n",
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") # If you don't provide a root_dir, operations will default to the current working directory\n",
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"toolkit.get_tools()"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Selecting File System Tools\n",
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"\n",
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"If you only want to select certain tools, you can pass them in as arguments when initializing the toolkit, or you can individually initialize the desired tools."
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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": 3,
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"metadata": {
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"tags": []
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[ReadFileTool(root_dir='/tmp/tmprdvsw3tg'),\n",
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" WriteFileTool(root_dir='/tmp/tmprdvsw3tg'),\n",
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" ListDirectoryTool(root_dir='/tmp/tmprdvsw3tg')]"
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]
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},
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"execution_count": 3,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"tools = FileManagementToolkit(\n",
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" root_dir=str(working_directory.name),\n",
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" selected_tools=[\"read_file\", \"write_file\", \"list_directory\"],\n",
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").get_tools()\n",
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"tools"
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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": 4,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"'File written successfully to example.txt.'"
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]
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},
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"execution_count": 4,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"read_tool, write_tool, list_tool = tools\n",
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"write_tool.invoke({\"file_path\": \"example.txt\", \"text\": \"Hello World!\"})"
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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": 5,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"'example.txt'"
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]
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},
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"execution_count": 5,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# List files in the working directory\n",
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"list_tool.invoke({})"
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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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"metadata": {},
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"outputs": [],
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"source": []
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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": "3.9.18"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 4
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}
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