LangChain-OpenTutorial · acho98 · Feb 17, 2025 · Feb 17, 2025 · Feb 18, 2025 · Mar 3, 2025
diff --git a/02-Prompt/01-PromptTemplate.ipynb b/02-Prompt/01-PromptTemplate.ipynb
@@ -6,26 +6,26 @@
       "source": [
         "# Prompt Template\n",
         "\n",
-        "- Author: [Hye-yoon](https://github.com/Hye-yoonJeong)\n",
+        "- Author: [Hye-yoon Jeong](https://github.com/Hye-yoonJeong)\n",
         "- Design: \n",
         "- Peer Review :\n",
         "- This is a part of [LangChain Open Tutorial](https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial)\n",
         "\n",
         "[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/LangChain-OpenTutorial/LangChain-OpenTutorial/blob/main/02-Prompt/01-PromptTemplate.ipynb) [![Open in GitHub](https://img.shields.io/badge/Open%20in%20GitHub-181717?style=flat-square&logo=github&logoColor=white)](https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/blob/main/02-Prompt/01-PromptTemplate.ipynb)\n",
         "\n",
         "## Overview\n",
-        "This tutorial covers how to create and utilize prompt templates using `LangChain` .\n",
+        "This tutorial covers how to create and utilize prompt templates using ```LangChain```.\n",
         "\n",
         "Prompt templates are essential for generating dynamic and flexible prompts that cater to various use cases, such as conversation history, structured outputs, and specialized queries.\n",
         "\n",
-        "In this tutorial, we will explore methods for creating `PromptTemplate` objects, applying partial variables, managing templates through YAML files, and leveraging advanced tools like `ChatPromptTemplate` and `MessagePlaceholder` for enhanced functionality.\n",
+        "In this tutorial, we will explore methods for creating ```PromptTemplate``` objects, applying partial variables, managing templates through YAML files, and leveraging advanced tools like ```ChatPromptTemplate``` and ```MessagePlaceholder``` for enhanced functionality.\n",
         "\n",
         "### Table of Contents\n",
         "- [Overview](#overview)\n",
         "- [Environment Setup](#environment-setup)\n",
         "- [Creating a PromptTemplate Object](#creating-a-prompttemplate-object)\n",
         "- [Using partial_variables](#using-partial_variables)\n",
-        "- [Load prompt template from YAML file](#load-prompt-template-from-yaml-file)\n",
+        "- [Load Prompt Templates from YAML Files](#load-prompt-templates-from-yaml-files)\n",
         "- [ChatPromptTemplate](#chatprompttemplate)\n",
         "- [MessagePlaceholder](#messageplaceholder)\n",
         "\n",
@@ -43,8 +43,8 @@
         "Set up the environment. You may refer to [Environment Setup](https://wikidocs.net/257836) for more details.\n",
         "\n",
         "**[Note]**\n",
-        "- `langchain-opentutorial` is a package that provides a set of easy-to-use environment setup, useful functions and utilities for tutorials. \n",
-        "- You can check out the [`langchain-opentutorial` ](https://github.com/LangChain-OpenTutorial/langchain-opentutorial-pypi) for more details."
+        "- ```langchain-opentutorial``` is a package that provides a set of easy-to-use environment setup, useful functions and utilities for tutorials. \n",
+        "- You can check out the [```langchain-opentutorial```](https://github.com/LangChain-OpenTutorial/langchain-opentutorial-pypi) for more details."
       ]
     },
     {
@@ -143,7 +143,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "Let's setup `ChatOpenAI` with `gpt-4o` model."
+        "Let's setup ```ChatOpenAI``` with ```gpt-4o``` model."
       ]
     },
     {
@@ -162,20 +162,20 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "## Creating a PromptTemplate Object\n",
+        "## Creating a ```PromptTemplate``` Object\n",
         "\n",
-        "There are two ways to create a `PromptTemplate` object.\n",
-        "- 1. Using the `from_template()` method.\n",
-        "- 2. Creating a `PromptTemplate` object and generating a prompt simultaneously."
+        "There are two ways to create a ```PromptTemplate``` object.\n",
+        "- 1. Using the ```from_template()``` method\n",
+        "- 2. Creating a ```PromptTemplate``` object and a prompt all at once"
       ]
     },
     {
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "### Method 1. Using from_template() method\n",
+        "### Method 1. Using the ```from_template()``` method\n",
         "\n",
-        "- Define template with variable as `{variable}` ."
+        "- Define template with variable as ```{variable}``` ."
       ]
     },
     {
@@ -209,7 +209,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "You can complete the prompt by assigning a value to the variable `country` ."
+        "You can complete the prompt by assigning a value to the variable ```country``` ."
       ]
     },
     {
@@ -275,9 +275,9 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "### Method 2. Creating a PromptTemplate object and a prompt all at once.\n",
+        "### Method 2. Creating a ```PromptTemplate``` object and a prompt all at once\n",
         "\n",
-        "Explicitly specify `input_variables` for additional validation.\n",
+        "Explicitly specify ```input_variables``` for additional validation.\n",
         "\n",
         "Otherwise, a mismatch between such variables and the variables within the template string can raise an exception in instantiation."
       ]
@@ -476,9 +476,9 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "## Using partial_variables\n",
+        "## Using ```partial_variables```\n",
         "\n",
-        "Using `partial_variables` , you can partially apply functions.  This is particularly useful when there are **common variables** to be shared.\n",
+        "Using ```partial_variables``` , you can partially apply functions.  This is particularly useful when there are **common variables** to be shared.\n",
         "\n",
         "Common examples are **date or time**.\n",
         "\n",
@@ -613,9 +613,9 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "## Load prompt template from YAML file\n",
+        "## Load Prompt Templates from YAML Files\n",
         "\n",
-        "You can manage prompt templates in seperate yaml files and load using `load_prompt` ."
+        "You can manage prompt templates in seperate yaml files and load using ```load_prompt``` ."
       ]
     },
     {
@@ -693,16 +693,16 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "## ChatPromptTemplate\n",
+        "## ```ChatPromptTemplate```\n",
         "\n",
-        "`ChatPromptTemplate` can be used to include a conversation history as a prompt.\n",
+        "```ChatPromptTemplate``` can be used to include a conversation history as a prompt.\n",
         "\n",
-        "Messages are structured as tuples in the format (`role` , `message` ) and are created as a list.\n",
+        "Messages are structured as tuples in the format (```role``` , ```message``` ) and are created as a list.\n",
         "\n",
         "**role**\n",
-        "- `\"system\"` : A system setup message, typically used for global settings-related prompts.\n",
-        "- `\"human\"` : A user input message.\n",
-        "- `\"ai\"` : An AI response message."
+        "- ```system``` : A system setup message, typically used for global settings-related prompts.\n",
+        "- ```human``` : A user input message.\n",
+        "- ```ai``` : An AI response message."
       ]
     },
     {
@@ -852,9 +852,9 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "## MessagePlaceholder\n",
+        "## ```MessagePlaceholder```\n",
         "\n",
-        "`LangChain` also provides a `MessagePlaceholder` , which provides complete control over rendering messages during formatting.\n",
+        "```LangChain``` also provides a ```MessagePlaceholder``` , which provides complete control over rendering messages during formatting.\n",
         "\n",
         "This can be useful if you’re unsure which roles to use in a message prompt template or if you want to insert a list of messages during formatting."
       ]
@@ -896,7 +896,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "You can use `MessagesPlaceholder` to add the conversation message list."
+        "You can use ```MessagesPlaceholder``` to add the conversation message list."
       ]
     },
     {
@@ -939,7 +939,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 38,
+      "execution_count": null,
       "metadata": {},
       "outputs": [
         {
@@ -961,7 +961,7 @@
         "        \"conversation\": [\n",
         "            (\n",
         "                \"human\",\n",
-        "                \"Hello! I’m Teddy. Nice to meet you.\",\n",
+        "                \"Hello! I'm Teddy. Nice to meet you.\",\n",
         "            ),\n",
         "            (\"ai\", \"Nice to meet you! I look forward to working with you.\"),\n",
         "        ],\n",