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Co-authored-by: Sean Cho <[email protected]> Co-authored-by: JuHyung-Son <[email protected]>
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|---|---|---|
| @@ -0,0 +1,157 @@ | ||
| { | ||
| "cells": [ | ||
| { | ||
| "cell_type": "raw", | ||
| "id": "910f5772b6af13c9", | ||
| "metadata": { | ||
| "collapsed": false | ||
| }, | ||
| "source": [ | ||
| "---\n", | ||
| "sidebar_label: Upstage\n", | ||
| "---" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "433f5422ad8e1efa", | ||
| "metadata": { | ||
| "collapsed": false | ||
| }, | ||
| "source": [ | ||
| "# ChatUpstage\n", | ||
| "\n", | ||
| "This notebook covers how to get started with Upstage chat models.\n", | ||
| "\n", | ||
| "## Installation\n", | ||
| "\n", | ||
| "Install `langchain-upstage` package.\n", | ||
| "\n", | ||
| "```bash\n", | ||
| "pip install -U langchain-upstage\n", | ||
| "```" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "b3c5c4627fe95eae", | ||
| "metadata": { | ||
| "collapsed": false | ||
| }, | ||
| "source": [ | ||
| "## Environment Setup\n", | ||
| "\n", | ||
| "Make sure to set the following environment variables:\n", | ||
| "\n", | ||
| "- `UPSTAGE_API_KEY`: Your Upstage API key from [Upstage console](https://console.upstage.ai/).\n", | ||
| "\n", | ||
| "## Usage" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "id": "20a0067b", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "import os\n", | ||
| "\n", | ||
| "os.environ[\"UPSTAGE_API_KEY\"] = \"YOUR_API_KEY\"" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "id": "8a4d650d76a33494", | ||
| "metadata": { | ||
| "collapsed": false, | ||
| "is_executing": true | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "from langchain_core.prompts import ChatPromptTemplate\n", | ||
| "from langchain_upstage import ChatUpstage\n", | ||
| "\n", | ||
| "chat = ChatUpstage()" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "id": "a1679b5cafaf88b9", | ||
| "metadata": { | ||
| "collapsed": false | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "# using chat invoke\n", | ||
| "chat.invoke(\"Hello, how are you?\")" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "id": "698a788a63b5c3e5", | ||
| "metadata": { | ||
| "collapsed": false | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "# using chat stream\n", | ||
| "for m in chat.stream(\"Hello, how are you?\"):\n", | ||
| " print(m)" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "36f8a703", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "## Chaining" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "id": "efa06617e5d4f6b2", | ||
| "metadata": { | ||
| "collapsed": false | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "# using chain\n", | ||
| "prompt = ChatPromptTemplate.from_messages(\n", | ||
| " [\n", | ||
| " (\"system\", \"You are a helpful assistant that translates English to French.\"),\n", | ||
| " (\"human\", \"Translate this sentence from English to French. {english_text}.\"),\n", | ||
| " ]\n", | ||
| ")\n", | ||
| "chain = prompt | chat\n", | ||
| "\n", | ||
| "chain.invoke({\"english_text\": \"Hello, how are you?\"})" | ||
| ] | ||
| } | ||
| ], | ||
| "metadata": { | ||
| "kernelspec": { | ||
| "display_name": "Python 3", | ||
| "language": "python", | ||
| "name": "python3" | ||
| }, | ||
| "language_info": { | ||
| "codemirror_mode": { | ||
| "name": "ipython", | ||
| "version": 2 | ||
| }, | ||
| "file_extension": ".py", | ||
| "mimetype": "text/x-python", | ||
| "name": "python", | ||
| "nbconvert_exporter": "python", | ||
| "pygments_lexer": "ipython2", | ||
| "version": "3.9.13" | ||
| } | ||
| }, | ||
| "nbformat": 4, | ||
| "nbformat_minor": 5 | ||
| } |
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