mirror of
https://github.com/hwchase17/langchain
synced 2024-11-08 07:10:35 +00:00
5a9765b1b5
- Updated to use newer better function interaction - Previous version had only one callback - @hinthornw @hwchase17 Can you look into this - Shout out to @MultiON_AI @DivGarg9 on twitter --------- Co-authored-by: Naman Garg <ngarg3@binghamton.edu> Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
136 lines
2.8 KiB
Plaintext
136 lines
2.8 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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"metadata": {},
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"source": [
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"# MultiOn Toolkit\n",
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"\n",
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"This notebook walks you through connecting LangChain to the MultiOn Client in your browser\n",
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"\n",
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"To use this toolkit, you will need to add MultiOn Extension to your browser as explained in the [MultiOn for Chrome](https://multion.notion.site/Download-MultiOn-ddddcfe719f94ab182107ca2612c07a5)."
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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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"!pip install --upgrade multion langchain -q"
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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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"from langchain.agents.agent_toolkits import MultionToolkit\n",
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"import os\n",
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"\n",
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"\n",
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"toolkit = MultionToolkit()\n",
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"\n",
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"toolkit"
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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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"tools = toolkit.get_tools()\n",
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"tools"
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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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"metadata": {},
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"source": [
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"## MultiOn Setup\n",
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"\n",
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"Login to establish connection with your extension."
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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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"# Authorize connection to your Browser extention\n",
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"import multion\n",
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"multion.login()\n",
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"\n"
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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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"## Use Multion Toolkit within an Agent"
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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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"tags": []
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},
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"outputs": [],
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"source": [
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"from langchain import OpenAI\n",
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"from langchain.agents import initialize_agent, AgentType\n",
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"llm = OpenAI(temperature=0)\n",
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"from langchain.agents.agent_toolkits import MultionToolkit\n",
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"toolkit = MultionToolkit()\n",
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"tools=toolkit.get_tools()\n",
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"agent = initialize_agent(\n",
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" tools=toolkit.get_tools(),\n",
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" llm=llm,\n",
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" agent=AgentType.STRUCTURED_CHAT_ZERO_SHOT_REACT_DESCRIPTION,\n",
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" verbose = True\n",
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")"
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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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"tags": []
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},
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"outputs": [],
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"source": [
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"agent.run(\n",
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" \"Tweet 'Hi from MultiOn'\"\n",
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")"
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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": "3.11.4"
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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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