{"name":"AI Adventure","description":"Embark on an exciting journey with 'AI Adventure', a fun and interactive experience where your choices shape the story! Control your character using the keyboard or mouse, navigate through challenges, and score points as you explore a vibrant world. Unleash your creativity and programming skills while bringing this AI-powered universe to life!","photo":"","view_count":7,"fork_count":0,"expires_at":null,"created_at":"2024-12-19T16:12:29.669373Z","updated_at":"2024-12-19T16:12:29.669375Z","user_id":5,"status":"PRIVATE","parent_id":null,"id":5156,"user":{"photo":null,"email":null,"recess_id":"b5574579-4904-b775-ad8e-eff5c085f819","created_at":"2023-12-12T12:00:51.087995Z","reset_token":null,"stripe_customer_id":null,"seats":null,"username":"theop","id":5,"password_hash":null,"updated_at":"2023-12-12T12:00:51.087997Z","reset_token_expiry":null,"subscription_status":null},"code":{"script.js":"function setup() {\n noCanvas(); // We won't use the canvas for this project\n const generateButton = document.getElementById('generateButton');\n generateButton.addEventListener('click', generateText);\n}\n\nfunction generateText() {\n const corpusText = document.getElementById('corpus').value;\n const promptText = document.getElementById('prompt').value;\n const wordCount = parseInt(document.getElementById('wordCount').value); // Get the number of words to generate\n const wordPairs = createWordPairs(corpusText);\n const generatedText = generateFromPrompt(promptText, wordPairs, wordCount);\n document.getElementById('output').textContent = generatedText;\n\n // Display the word pairs below the output\n \n \n}\nfunction createWordPairs(corpusText) {\n // Remove punctuation and convert text to lowercase\n const cleanedText = corpusText.replace(/[.,!?;:]/g, '').toLowerCase();\n // Split text by spaces and line breaks\n const words = cleanedText.split(/\\s+|\\n+/); // Split by spaces or line breaks\n const wordPairs = {};\n\n for (let i = 0; i < words.length - 1; i++) {\n const firstWord = words[i];\n const secondWord = words[i + 1];\n\n // Check if either word is a semicolon\n\n\n const pairKey = firstWord + ' ' + secondWord;\n\n if (!wordPairs[pairKey]) {\n wordPairs[pairKey] = { firstWord, secondWord, count: 0 };\n }\n wordPairs[pairKey].count += 1;\n }\n\n return Object.values(wordPairs);\n}\nfunction generateFromPrompt(promptText, wordPairs, wordCount) {\n let currentWord = promptText.split(/\\s+/).pop(); // Get the last word of the prompt\n let outputText = promptText;\n\n for (let i = 0; i < wordCount; i++) { // Use wordCount instead of a fixed number\n // Filter out pairs where the first word is a semicolon\n const candidates = wordPairs.filter(pair => pair.firstWord === currentWord && !pair.secondWord.includes(';'));\n\n // If the current word is a semicolon, we break the loop\n if (currentWord === ';') break;\n\n if (candidates.length === 0) break;\n\n const totalWeight = candidates.reduce((acc, pair) => acc + pair.count, 0);\n let rand = Math.random() * totalWeight;\n let chosenPair = null;\n\n for (const pair of candidates) {\n rand -= pair.count;\n if (rand <= 0) {\n chosenPair = pair;\n break;\n }\n }\n\n currentWord = chosenPair.secondWord;\n outputText += ' ' + currentWord;\n }\n\n return outputText;\n}","style.css":"body { margin: 0; } canvas { display: block; }","index.html":"\n\n\n \n \n AI Adventure\n \n \n\n\n

Simple AI Text Generator

\n \n \n \n \n

\n \n\n"},"chat_history":[{"project_id":5156,"sender":"human","message":"ai thing","deleted":0,"created_at":"2024-12-18T18:51:47.482865Z","output_tokens":null,"code_id":192976,"input_tokens":null,"id":96422},{"project_id":5156,"sender":"human","message":"Let's get started!","deleted":0,"created_at":"2024-12-18T18:51:52.659467Z","output_tokens":null,"code_id":192976,"input_tokens":null,"id":96423},{"project_id":5156,"sender":"ai","message":"Great! To help you get started, could you tell me a bit more about your project idea? What kind of project are you looking to build? Is it a game, a website, an animation, or something else?","deleted":0,"created_at":"2024-12-18T18:51:52.672794Z","output_tokens":47,"code_id":192976,"input_tokens":2299,"id":96424},{"project_id":5156,"sender":"human","message":"a website that lets you use a very basic AI","deleted":0,"created_at":"2024-12-18T18:52:10.228459Z","output_tokens":null,"code_id":192977,"input_tokens":null,"id":96425},{"project_id":5156,"sender":"ai","message":"That sounds like a fun project! A simple AI could be something like a chatbot or a basic program that can perform specific tasks based on user input. \n\nCould you tell me a bit more about what kind of AI you want to implement? For example, do you want it to answer questions, play a simple game, or perform some other function?","deleted":0,"created_at":"2024-12-18T18:52:10.346658Z","output_tokens":81,"code_id":192977,"input_tokens":2304,"id":96426},{"project_id":5156,"sender":"human","message":"you give it 2 text fields. one is called the 'corpus', the other is called the 'prompt'. We use a very simple bigram model. so basically make a dictionary array with this info, wordPairs = [ { firstword: 'word', secondword: 'word', count: 1}, and a bunch more of those.]\nThe array starts empty, but we iterate through the corpus, always looking at 2 words. for example, for the corpus 'i like cheese', wordpairs would say that there is one pair 'i like', and one pair 'like cheese'. then once its done with iterating the corpus go to the prompt. take the last word of the prompt and randomly pick between all the pairs that start with that word, with that pair's count as a weight. then add that word to the output, then do that same with the word you just added, and keep doing this until the AI has generated 20 words","deleted":0,"created_at":"2024-12-18T18:59:01.762124Z","output_tokens":null,"code_id":192977,"input_tokens":null,"id":96427},{"project_id":5156,"sender":"ai","message":"Got it! We can definitely work on implementing a simple bigram model like you've described. Let's start by setting up the basic structure for your website, including the text fields for the corpus and the prompt. We'll then work on the JavaScript logic to create and use the bigram model.\n\nFirst, let's update the HTML to include the text fields and a button to generate the output.\n\n```html\n\n\n\n \n \n AI Adventure\n \n \n\n\n

Simple AI Text Generator

\n \n \n \n

\n \n\n\n```\n\n- This HTML adds two text areas for the corpus and prompt, a button to generate the text, and a paragraph to display the output.\n- The `id` attributes will help us access these elements in JavaScript.\n\nNext, we'll start implementing the JavaScript logic. Let's create the function to process the corpus and generate the text using the bigram model.\n\n```javascript\nfunction setup() {\n noCanvas(); // We won't use the canvas for this project\n const generateButton = document.getElementById('generateButton');\n generateButton.addEventListener('click', generateText);\n}\n\nfunction generateText() {\n const corpusText = document.getElementById('corpus').value;\n const promptText = document.getElementById('prompt').value;\n const wordPairs = createWordPairs(corpusText);\n const generatedText = generateFromPrompt(promptText, wordPairs);\n document.getElementById('output').textContent = generatedText;\n}\n```\n\n- `setup` function initializes the button click event.\n- `generateText` function fetches text from the corpus and prompt, calls helper functions to process the data, and displays the output.\n\nNow, let's implement the helper functions `createWordPairs` and `generateFromPrompt`.\n\n```javascript\nfunction createWordPairs(corpusText) {\n const words = corpusText.split(/\\s+/); // Split text by spaces\n const wordPairs = {};\n\n for (let i = 0; i < words.length - 1; i++) {\n const firstWord = words[i];\n const secondWord = words[i + 1];\n const pairKey = firstWord + ' ' + secondWord;\n\n if (!wordPairs[pairKey]) {\n wordPairs[pairKey] = { firstWord, secondWord, count: 0 };\n }\n wordPairs[pairKey].count += 1;\n }\n\n return Object.values(wordPairs);\n}\n```\n\n- `createWordPairs` splits the corpus into words and creates an array of word pairs with counts.\n\n```javascript\nfunction generateFromPrompt(promptText, wordPairs) {\n let currentWord = promptText.split(/\\s+/).pop(); // Get the last word of the prompt\n let outputText = promptText;\n\n for (let i = 0; i < 20; i++) {\n const candidates = wordPairs.filter(pair => pair.firstWord === currentWord);\n if (candidates.length === 0) break;\n\n const totalWeight = candidates.reduce((acc, pair) => acc + pair.count, 0);\n let rand = Math.random() * totalWeight;\n let chosenPair = null;\n\n for (const pair of candidates) {\n rand -= pair.count;\n if (rand <= 0) {\n chosenPair = pair;\n break;\n }\n }\n\n currentWord = chosenPair.secondWord;\n outputText += ' ' + currentWord;\n }\n\n return outputText;\n}\n```\n\n- `generateFromPrompt` starts with the last word of the prompt and generates up to 20 additional words based on the word pairs.\n\nLet me know if you have any questions or if you'd like to make any adjustments!","deleted":0,"created_at":"2024-12-18T18:59:01.780072Z","output_tokens":994,"code_id":192977,"input_tokens":2490,"id":96428},{"project_id":5156,"sender":"human","message":"lets add a number input field for how many words the AI should generate","deleted":0,"created_at":"2024-12-18T19:00:45.352175Z","output_tokens":null,"code_id":192979,"input_tokens":null,"id":96429},{"project_id":5156,"sender":"ai","message":"Great idea! Adding a number input field will allow users to specify how many words they want the AI to generate. We can update the HTML to include this new input field and modify the JavaScript to use this value.\n\nLet's start by updating the HTML. We'll add an `` element for the number of words just before the \"Generate Text\" button.\n\nHere's the updated HTML:\n\n```html\n\n\n\n \n \n AI Adventure\n \n \n\n\n

Simple AI Text Generator

\n \n \n \n \n

\n \n\n\n```\n\n- This adds an input field with the `id` of `wordCount`, allowing users to enter the number of words they want to generate. The default value is set to 20.\n\nNext, we need to update the JavaScript to read this new input and use it in the `generateText` function.\n\nHere's the updated `generateText` function:\n\n```javascript\nfunction generateText() {\n const corpusText = document.getElementById('corpus').value;\n const promptText = document.getElementById('prompt').value;\n const wordCount = parseInt(document.getElementById('wordCount').value); // Get the number of words to generate\n const wordPairs = createWordPairs(corpusText);\n const generatedText = generateFromPrompt(promptText, wordPairs, wordCount);\n document.getElementById('output').textContent = generatedText;\n}\n```\n\n- This code retrieves the number of words the AI should generate from the `wordCount` input field.\n\nNow we need to modify the `generateFromPrompt` function to accept the `wordCount` parameter:\n\n```javascript\nfunction generateFromPrompt(promptText, wordPairs, wordCount) {\n let currentWord = promptText.split(/\\s+/).pop(); // Get the last word of the prompt\n let outputText = promptText;\n\n for (let i = 0; i < wordCount; i++) { // Use wordCount instead of a fixed number\n const candidates = wordPairs.filter(pair => pair.firstWord === currentWord);\n if (candidates.length === 0) break;\n\n const totalWeight = candidates.reduce((acc, pair) => acc + pair.count, 0);\n let rand = Math.random() * totalWeight;\n let chosenPair = null;\n\n for (const pair of candidates) {\n rand -= pair.count;\n if (rand <= 0) {\n chosenPair = pair;\n break;\n }\n }\n\n currentWord = chosenPair.secondWord;\n outputText += ' ' + currentWord;\n }\n\n return outputText;\n}\n```\n\n- This change allows the function to generate a variable number of words based on the user's input.\n\nLet me know if you have any questions or if you'd like to add anything else!","deleted":0,"created_at":"2024-12-18T19:00:45.484016Z","output_tokens":811,"code_id":192979,"input_tokens":2793,"id":96430},{"project_id":5156,"sender":"human","message":"lets add Preprocessing!\nin the create word pairs, delete all punctuation and make all letters lowercase","deleted":0,"created_at":"2024-12-18T20:51:15.702983Z","output_tokens":null,"code_id":192981,"input_tokens":null,"id":96613},{"project_id":5156,"sender":"ai","message":"Adding preprocessing to remove punctuation and convert all letters to lowercase is a great idea! This will help ensure that the bigram model is more accurate.\n\nLet's update the `createWordPairs` function to incorporate these changes. We'll use a regular expression to remove punctuation and the `toLowerCase()` method to convert all words to lowercase.\n\nHere's the updated `createWordPairs` function:\n\n```javascript\nfunction createWordPairs(corpusText) {\n // Remove punctuation and convert text to lowercase\n const cleanedText = corpusText.replace(/[.,!?;:]/g, '').toLowerCase();\n const words = cleanedText.split(/\\s+/); // Split text by spaces\n const wordPairs = {};\n\n for (let i = 0; i < words.length - 1; i++) {\n const firstWord = words[i];\n const secondWord = words[i + 1];\n const pairKey = firstWord + ' ' + secondWord;\n\n if (!wordPairs[pairKey]) {\n wordPairs[pairKey] = { firstWord, secondWord, count: 0 };\n }\n wordPairs[pairKey].count += 1;\n }\n\n return Object.values(wordPairs);\n}\n```\n\n### Changes Made:\n- **Removed Punctuation**: The line `const cleanedText = corpusText.replace(/[.,!?;:]/g, '').toLowerCase();` removes common punctuation marks.\n- **Lowercase Conversion**: The same line converts all text to lowercase.\n\nMake sure to replace the existing `createWordPairs` function in your `script.js` file with the new version above.\n\nLet me know if you have any other features you'd like to add or any questions!","deleted":0,"created_at":"2024-12-18T20:51:15.716629Z","output_tokens":374,"code_id":192981,"input_tokens":2864,"id":96614},{"project_id":5156,"sender":"human","message":"lets add a feature that if theres a ; between words, that word pair isnt added to the list","deleted":0,"created_at":"2024-12-19T14:41:41.305300Z","output_tokens":null,"code_id":193442,"input_tokens":null,"id":96845},{"project_id":5156,"sender":"ai","message":"Adding a feature to exclude word pairs that contain a semicolon is a great idea! We can modify the `createWordPairs` function to check for the presence of a semicolon in the word pairs before adding them to the list.\n\nHere's the updated `createWordPairs` function:\n\n```javascript\nfunction createWordPairs(corpusText) {\n // Remove punctuation and convert text to lowercase\n const cleanedText = corpusText.replace(/[.,!?;:]/g, '').toLowerCase();\n const words = cleanedText.split(/\\s+/); // Split text by spaces\n const wordPairs = {};\n\n for (let i = 0; i < words.length - 1; i++) {\n const firstWord = words[i];\n const secondWord = words[i + 1];\n\n // Check if either word contains a semicolon\n if (firstWord.includes(';') || secondWord.includes(';')) {\n continue; // Skip this pair\n }\n\n const pairKey = firstWord + ' ' + secondWord;\n\n if (!wordPairs[pairKey]) {\n wordPairs[pairKey] = { firstWord, secondWord, count: 0 };\n }\n wordPairs[pairKey].count += 1;\n }\n\n return Object.values(wordPairs);\n}\n```\n\n### Changes Made:\n- **Semicolon Check**: The line `if (firstWord.includes(';') || secondWord.includes(';'))` checks if either word in the pair contains a semicolon. If it does, the `continue` statement skips adding that pair to the dictionary.\n\nReplace the existing `createWordPairs` function in your `script.js` file with this new version.\n\nLet me know if you need anything else or have more features you'd like to add!","deleted":0,"created_at":"2024-12-19T14:41:41.437654Z","output_tokens":380,"code_id":193442,"input_tokens":2955,"id":96846},{"project_id":5156,"sender":"human","message":"it doesnt work","deleted":0,"created_at":"2024-12-19T14:44:13.936310Z","output_tokens":null,"code_id":193445,"input_tokens":null,"id":96847},{"project_id":5156,"sender":"ai","message":"Let's troubleshoot the code and ensure everything is functioning as expected. \n\nHere’s the complete, revised `createWordPairs` function with the semicolon check included. Make sure your implementation matches this:\n\n```javascript\nfunction createWordPairs(corpusText) {\n // Remove punctuation and convert text to lowercase\n const cleanedText = corpusText.replace(/[.,!?;:]/g, '').toLowerCase();\n const words = cleanedText.split(/\\s+/); // Split text by spaces\n const wordPairs = {};\n\n for (let i = 0; i < words.length - 1; i++) {\n const firstWord = words[i];\n const secondWord = words[i + 1];\n\n // Check if either word contains a semicolon\n if (firstWord.includes(';') || secondWord.includes(';')) {\n continue; // Skip this pair\n }\n\n const pairKey = firstWord + ' ' + secondWord;\n\n if (!wordPairs[pairKey]) {\n wordPairs[pairKey] = { firstWord, secondWord, count: 0 };\n }\n wordPairs[pairKey].count += 1;\n }\n\n return Object.values(wordPairs);\n}\n```\n\n### Checklist to Troubleshoot:\n1. **Check the Console**: Open the browser console (F12 or right-click > Inspect > Console) and see if there are any error messages. This could give us clues about what's failing.\n \n2. **Ensure Proper Function Calls**: Make sure the `generateText` function is being called when the \"Generate Text\" button is clicked. \n \n3. **Input Fields**: Ensure that you are entering valid text in the \"corpus\" and \"prompt\" text areas. The corpus should have meaningful pairs of words.\n\n4. **HTML Structure**: Ensure that the HTML structure remains unchanged from what we discussed, as it includes necessary elements like text areas and input fields.\n\n5. **Word Count Input**: Check that the word count input is set to a valid number (greater than 0) when you attempt to generate text.\n\nIf everything looks good but it still doesn't work, please provide details about what happens when you click the button—does anything appear in the output, or does it seem like nothing happens at all? This will help narrow down the issue further!","deleted":0,"created_at":"2024-12-19T14:44:13.943361Z","output_tokens":526,"code_id":193445,"input_tokens":2952,"id":96848},{"project_id":5156,"sender":"human","message":"lets instead make it so that if one of the words IS ;, discard the pair","deleted":0,"created_at":"2024-12-19T14:44:37.549194Z","output_tokens":null,"code_id":193446,"input_tokens":null,"id":96849},{"project_id":5156,"sender":"ai","message":"Got it! To discard any word pair that includes a semicolon as one of the words, we can simply modify the check in the `createWordPairs` function.\n\nHere’s the updated `createWordPairs` function where we check if either `firstWord` or `secondWord` is a semicolon:\n\n```javascript\nfunction createWordPairs(corpusText) {\n // Remove punctuation and convert text to lowercase\n const cleanedText = corpusText.replace(/[.,!?;:]/g, '').toLowerCase();\n const words = cleanedText.split(/\\s+/); // Split text by spaces\n const wordPairs = {};\n\n for (let i = 0; i < words.length - 1; i++) {\n const firstWord = words[i];\n const secondWord = words[i + 1];\n\n // Check if either word is a semicolon\n if (firstWord === ';' || secondWord === ';') {\n continue; // Skip this pair\n }\n\n const pairKey = firstWord + ' ' + secondWord;\n\n if (!wordPairs[pairKey]) {\n wordPairs[pairKey] = { firstWord, secondWord, count: 0 };\n }\n wordPairs[pairKey].count += 1;\n }\n\n return Object.values(wordPairs);\n}\n```\n\n### Changes Made:\n- **Semicolon Check**: The line `if (firstWord === ';' || secondWord === ';')` ensures that if either word is a semicolon, that pair will be skipped.\n\nReplace the existing `createWordPairs` function in your `script.js` file with this updated version.\n\nNow test the application again with your corpus input and let me know how it goes! If there are still issues, please share any error messages or what specifically isn't working.","deleted":0,"created_at":"2024-12-19T14:44:37.556159Z","output_tokens":382,"code_id":193446,"input_tokens":2989,"id":96850},{"project_id":5156,"sender":"human","message":"lets make a list of all pairs below the output","deleted":0,"created_at":"2024-12-19T14:46:30.702207Z","output_tokens":null,"code_id":193449,"input_tokens":null,"id":96851},{"project_id":5156,"sender":"ai","message":"Adding a list of all word pairs below the output is a great way to visualize what the AI has processed! We can achieve this by updating the `generateText` function to display the word pairs in a designated area.\n\nWe'll need to add a new paragraph element in the HTML to display the word pairs and then update the JavaScript to populate this element.\n\n### Step 1: Update the HTML\nAdd a new paragraph below the output to display the word pairs. Here's the modified HTML:\n\n```html\n\n\n\n \n \n AI Adventure\n \n \n\n\n

Simple AI Text Generator

\n \n \n \n \n

\n \n\n\n```\n\n### Step 2: Update the JavaScript\nNext, modify the `generateText` function to show the word pairs in the new paragraph. Here's the updated `generateText` function:\n\n```javascript\nfunction generateText() {\n const corpusText = document.getElementById('corpus').value;\n const promptText = document.getElementById('prompt').value;\n const wordCount = parseInt(document.getElementById('wordCount').value); // Get the number of words to generate\n const wordPairs = createWordPairs(corpusText);\n const generatedText = generateFromPrompt(promptText, wordPairs, wordCount);\n document.getElementById('output').textContent = generatedText;\n\n // Display the word pairs below the output\n const wordPairsList = document.getElementById('wordPairsList');\n wordPairsList.textContent = 'Word Pairs: ' + wordPairs.map(pair => `${pair.firstWord} ${pair.secondWord} (count: ${pair.count})`).join(', ');\n}\n```\n\n### Changes Made:\n- **New Paragraph**: Added a paragraph element with the ID `wordPairsList` to the HTML for displaying the pairs.\n- **Display Word Pairs**: The line `wordPairsList.textContent = 'Word Pairs: ' + ...` constructs a string representation of each word pair and their counts, and then updates the inner text of the paragraph.\n\nReplace the existing `generateText` function in your `script.js` file with this new version and ensure the HTML is updated as well.\n\nNow when you generate text, you should see the list of word pairs displayed below the output! Let me know if you need any more help or have further features in mind!","deleted":0,"created_at":"2024-12-19T14:46:30.711782Z","output_tokens":732,"code_id":193449,"input_tokens":3002,"id":96852},{"project_id":5156,"sender":"human","message":"ERROR: Uncaught TypeError: Cannot set properties of null (setting 'textContent') at 41:49 in script.js","deleted":0,"created_at":"2024-12-19T14:48:10.061131Z","output_tokens":null,"code_id":193450,"input_tokens":null,"id":96853},{"project_id":5156,"sender":"ai","message":"The error message you're encountering suggests that the code is trying to set the `textContent` property of an element that does not exist in the HTML. Specifically, it indicates an issue with the line `document.getElementById('frog').textContent = wordPairs;` in the `createWordPairs` function.\n\nSince we are trying to display the word pairs in the paragraph with the ID `wordPairsList`, you should remove or comment out this line as it references a non-existent element (`'frog'`).\n\n### Here’s the corrected `createWordPairs` function without the error:\n\n```javascript\nfunction createWordPairs(corpusText) {\n // Remove punctuation and convert text to lowercase\n const cleanedText = corpusText.replace(/[.,!?;:]/g, '').toLowerCase();\n const words = cleanedText.split(/\\s+/); // Split text by spaces\n const wordPairs = {};\n\n for (let i = 0; i < words.length - 1; i++) {\n const firstWord = words[i];\n const secondWord = words[i + 1];\n\n // Check if either word is a semicolon\n if (firstWord === ';' || secondWord === ';') {\n continue; // Skip this pair\n }\n\n const pairKey = firstWord + ' ' + secondWord;\n\n if (!wordPairs[pairKey]) {\n wordPairs[pairKey] = { firstWord, secondWord, count: 0 };\n }\n wordPairs[pairKey].count += 1;\n }\n\n return Object.values(wordPairs); // Return the array of word pairs\n}\n```\n\n### Follow-up Steps:\n1. **Remove the Reference to 'frog'**: Make sure to delete or comment out the line `document.getElementById('frog').textContent = wordPairs;` as it’s not necessary for displaying the pairs anymore.\n\n2. **Check Your HTML**: Ensure that the HTML includes the `wordPairsList` paragraph as previously shown. \n\n3. **Testing**: After making these corrections, run your project again and generate text to see if it works without errors.\n\nLet me know if you encounter any more issues or if you need further assistance!","deleted":0,"created_at":"2024-12-19T14:48:10.170006Z","output_tokens":485,"code_id":193450,"input_tokens":3087,"id":96854},{"project_id":5156,"sender":"human","message":"lets make it so that line breaks cut pairs as well","deleted":0,"created_at":"2024-12-19T14:51:12.642547Z","output_tokens":null,"code_id":193455,"input_tokens":null,"id":96855},{"project_id":5156,"sender":"ai","message":"To ensure that line breaks also cut pairs in your corpus, we can update the `createWordPairs` function to handle line breaks as delimiters. This means we will split the cleaned text not only by spaces but also by line breaks.\n\nHere's the updated `createWordPairs` function:\n\n```javascript\nfunction createWordPairs(corpusText) {\n // Remove punctuation and convert text to lowercase\n const cleanedText = corpusText.replace(/[.,!?;:]/g, '').toLowerCase();\n // Split text by spaces and line breaks\n const words = cleanedText.split(/\\s+|\\n+/); // Split by spaces or line breaks\n const wordPairs = {};\n\n for (let i = 0; i < words.length - 1; i++) {\n const firstWord = words[i];\n const secondWord = words[i + 1];\n\n // Check if either word is a semicolon\n if (firstWord === ';' || secondWord === ';') {\n continue; // Skip this pair\n }\n\n const pairKey = firstWord + ' ' + secondWord;\n\n if (!wordPairs[pairKey]) {\n wordPairs[pairKey] = { firstWord, secondWord, count: 0 };\n }\n wordPairs[pairKey].count += 1;\n }\n\n return Object.values(wordPairs);\n}\n```\n\n### Changes Made:\n- **Updated Split Method**: The line `const words = cleanedText.split(/\\s+|\\n+/);` now splits the text by spaces and line breaks (`\\n`). This way, any line breaks in your input will also create new word pairs.\n\nReplace the existing `createWordPairs` function in your `script.js` file with this new version.\n\nAfter making this change, test your application again. The pairs should now be correctly created even when there are line breaks in the corpus input. Let me know if you have any other features you'd like to add or any questions!","deleted":0,"created_at":"2024-12-19T14:51:12.648747Z","output_tokens":426,"code_id":193455,"input_tokens":3077,"id":96856},{"project_id":5156,"sender":"human","message":"lets make it so that instead of ignoring ; words, we just exclude ; words from being picked","deleted":0,"created_at":"2024-12-19T14:53:11.280071Z","output_tokens":null,"code_id":193457,"input_tokens":null,"id":96857},{"project_id":5156,"sender":"ai","message":"To modify the functionality so that words containing a semicolon are excluded from being picked during the text generation (instead of ignoring them in the word pairs), we will adjust the `generateFromPrompt` function. This will ensure that if the last word of the prompt or any word in the generated sequence is a semicolon, it won't be used to select the next word.\n\nHere’s the updated `generateFromPrompt` function:\n\n```javascript\nfunction generateFromPrompt(promptText, wordPairs, wordCount) {\n let currentWord = promptText.split(/\\s+/).pop(); // Get the last word of the prompt\n let outputText = promptText;\n\n for (let i = 0; i < wordCount; i++) { // Use wordCount instead of a fixed number\n // Filter out pairs where the first word is a semicolon\n const candidates = wordPairs.filter(pair => pair.firstWord === currentWord && !pair.secondWord.includes(';'));\n \n // If the current word is a semicolon, we break the loop\n if (currentWord === ';') break;\n\n if (candidates.length === 0) break;\n\n const totalWeight = candidates.reduce((acc, pair) => acc + pair.count, 0);\n let rand = Math.random() * totalWeight;\n let chosenPair = null;\n\n for (const pair of candidates) {\n rand -= pair.count;\n if (rand <= 0) {\n chosenPair = pair;\n break;\n }\n }\n\n currentWord = chosenPair.secondWord;\n outputText += ' ' + currentWord;\n }\n\n return outputText;\n}\n```\n\n### Changes Made:\n- **Exclude Semicolon Words**: The line `const candidates = wordPairs.filter(pair => pair.firstWord === currentWord && !pair.secondWord.includes(';'));` ensures that only pairs where the second word does not contain a semicolon are considered.\n- **Check for Semicolon**: The line `if (currentWord === ';') break;` stops the generation if the current word is a semicolon.\n\nReplace the existing `generateFromPrompt` function in your `script.js` file with this new version.\n\nNow, when you generate text, words containing semicolons will be excluded from being picked, but they will still be included in the corpus. Let me know if you need any more adjustments or have further features in mind!","deleted":0,"created_at":"2024-12-19T14:53:11.453158Z","output_tokens":556,"code_id":193457,"input_tokens":3076,"id":96858}],"assets":[],"messages_sent":13,"comments":[],"steps":[]}