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// Chat service for contextual, personalized hints | |
class ChatService { | |
constructor(aiService) { | |
this.aiService = aiService; | |
this.conversations = new Map(); // blankId -> conversation history | |
this.wordContexts = new Map(); // blankId -> detailed context | |
this.blankQuestions = new Map(); // blankId -> Set of used question types (per-blank tracking) | |
this.currentLevel = 1; // Track current difficulty level | |
// Distinct, non-overlapping question set | |
this.questions = [ | |
{ text: "What is its part of speech?", type: "part_of_speech" }, | |
{ text: "What role does it play in the sentence?", type: "sentence_role" }, | |
{ text: "Is it abstract or a person, place, or thing?", type: "word_category" }, | |
{ text: "What is a synonym for this word?", type: "synonym" } | |
]; | |
} | |
// Initialize chat context for a specific blank | |
initializeWordContext(blankId, wordData) { | |
const context = { | |
blankId, | |
targetWord: wordData.originalWord, | |
sentence: wordData.sentence, | |
fullPassage: wordData.passage, | |
bookTitle: wordData.bookTitle, | |
author: wordData.author, | |
wordPosition: wordData.wordPosition, | |
difficulty: wordData.difficulty, | |
previousAttempts: [], | |
userQuestions: [], | |
hintLevel: 0 // Progressive hint difficulty | |
}; | |
this.wordContexts.set(blankId, context); | |
this.conversations.set(blankId, []); | |
return context; | |
} | |
// Per-blank question tracking with level awareness | |
async askQuestion(blankId, questionType, userInput = '') { | |
const context = this.wordContexts.get(blankId); | |
if (!context) { | |
return { | |
error: true, | |
message: "Context not found for this word." | |
}; | |
} | |
// Mark question as used for this specific blank | |
if (!this.blankQuestions.has(blankId)) { | |
this.blankQuestions.set(blankId, new Set()); | |
} | |
this.blankQuestions.get(blankId).add(questionType); | |
try { | |
const response = await this.generateSpecificResponse(context, questionType, userInput); | |
return { | |
success: true, | |
response: response, | |
questionType: questionType | |
}; | |
} catch (error) { | |
console.error('Chat error:', error); | |
return this.getSimpleFallback(context, questionType); | |
} | |
} | |
// Generate specific response based on question type | |
async generateSpecificResponse(context, questionType, userInput) { | |
const word = context.targetWord; | |
const sentence = context.sentence; | |
const bookTitle = context.bookTitle; | |
const author = context.author; | |
try { | |
// Use the enhanced contextual hint generation | |
const aiResponse = await this.aiService.generateContextualHint( | |
questionType, | |
word, | |
sentence, | |
bookTitle, | |
author | |
); | |
if (aiResponse && typeof aiResponse === 'string' && aiResponse.length > 10) { | |
return aiResponse; | |
} | |
} catch (error) { | |
console.warn('AI response failed:', error); | |
} | |
// Fallback - return enhanced fallback response | |
return this.aiService.getEnhancedFallback(questionType, word, sentence, bookTitle); | |
} | |
// Build focused prompt for specific question types with level awareness | |
buildFocusedPrompt(context, questionType, userInput) { | |
const { sentence, bookTitle, author, targetWord } = context; | |
const level = this.currentLevel; | |
// Level 1 questions - Basic identification | |
if (level === 1) { | |
const prompts = { | |
'basic_grammar': `What type of word (person/place/thing or action word) fits in the blank in: "${sentence}"? Keep it simple.`, | |
'letter_hint': `The missing word is "${targetWord}". Tell me it starts with "${targetWord[0]}" without revealing the full word.`, | |
'length_hint': `The missing word has ${targetWord.length} letters. Mention this fact helpfully.`, | |
'category_hint': `Is the missing word in "${sentence}" a person, place, thing, or action? Give a simple answer.`, | |
'basic_clue': `Give a very simple hint about the missing word in: "${sentence}". Make it easy to understand.` | |
}; | |
return prompts[questionType] || prompts['basic_clue']; | |
} | |
// Level 2 questions - Contextual understanding | |
if (level === 2) { | |
const prompts = { | |
'grammar_analysis': `In "${bookTitle}", what part of speech (noun, verb, adjective, etc.) is needed in: "${sentence}"? Explain simply.`, | |
'contextual_meaning': `What does the missing word mean in this context from "${bookTitle}": "${sentence}"? Explain without revealing it.`, | |
'synonym_clue': `Give a synonym or similar word to the one missing in: "${sentence}". Don't reveal the exact word.`, | |
'narrative_connection': `How does the missing word connect to the story in "${bookTitle}"? Context: "${sentence}"`, | |
'emotional_context': `What feeling or mood does the missing word express in: "${sentence}"?` | |
}; | |
return prompts[questionType] || prompts['contextual_meaning']; | |
} | |
// Level 3+ questions - Literary analysis | |
const prompts = { | |
'deep_grammar': `Analyze the grammatical function of the missing word in this passage from "${bookTitle}" by ${author}: "${sentence}"`, | |
'literary_analysis': `What literary significance does the missing word have in "${bookTitle}"? Context: "${sentence}"`, | |
'authorial_intent': `What would ${author} intend with the word choice here in "${bookTitle}": "${sentence}"?`, | |
'comparative_analysis': `How does this word usage compare to similar passages in "${bookTitle}"? Context: "${sentence}"`, | |
'style_analysis': `Explain the stylistic choice of the missing word in ${author}'s writing: "${sentence}"` | |
}; | |
return prompts[questionType] || prompts['literary_analysis']; | |
} | |
// Simple fallback responses | |
getSimpleFallback(context, questionType) { | |
// Use the enhanced fallback from HuggingFace service | |
return this.aiService.getEnhancedFallback( | |
questionType, | |
context.targetWord, | |
context.sentence, | |
context.bookTitle | |
); | |
} | |
// Helper method to get words before the target word | |
getWordsBefore(sentence, targetWord, count = 3) { | |
const words = sentence.split(/\s+/); | |
const targetIndex = words.findIndex(word => | |
word.toLowerCase().replace(/[^\w]/g, '') === targetWord.toLowerCase() | |
); | |
if (targetIndex === -1) return ""; | |
const startIndex = Math.max(0, targetIndex - count); | |
return words.slice(startIndex, targetIndex).join(' '); | |
} | |
// Helper method to get words after the target word | |
getWordsAfter(sentence, targetWord, count = 3) { | |
const words = sentence.split(/\s+/); | |
const targetIndex = words.findIndex(word => | |
word.toLowerCase().replace(/[^\w]/g, '') === targetWord.toLowerCase() | |
); | |
if (targetIndex === -1) return ""; | |
const endIndex = Math.min(words.length, targetIndex + count + 1); | |
return words.slice(targetIndex + 1, endIndex).join(' '); | |
} | |
// Process AI response to ensure quality and safety | |
processAIResponse(rawResponse, targetWord) { | |
let processed = rawResponse.trim(); | |
// Remove any accidental word reveals | |
const variations = this.generateWordVariations(targetWord); | |
variations.forEach(variation => { | |
const regex = new RegExp(`\\b${variation}\\b`, 'gi'); | |
processed = processed.replace(regex, '[the word]'); | |
}); | |
return processed; | |
} | |
// Generate word variations to avoid accidental reveals | |
generateWordVariations(word) { | |
const variations = [word.toLowerCase()]; | |
// Add common variations | |
if (word.endsWith('ing')) { | |
variations.push(word.slice(0, -3)); | |
} | |
if (word.endsWith('ed')) { | |
variations.push(word.slice(0, -2)); | |
} | |
if (word.endsWith('s')) { | |
variations.push(word.slice(0, -1)); | |
} | |
return variations; | |
} | |
// Clear conversations and reset tracking | |
clearConversations() { | |
this.conversations.clear(); | |
this.wordContexts.clear(); | |
this.blankQuestions.clear(); | |
} | |
// Set current level for question selection | |
setLevel(level) { | |
this.currentLevel = level; | |
} | |
// Get suggested questions for a specific blank | |
getSuggestedQuestions(blankId) { | |
const usedQuestions = this.blankQuestions.get(blankId) || new Set(); | |
return this.questions.map(q => ({ | |
...q, | |
used: usedQuestions.has(q.type) | |
})); | |
} | |
// Reset for new game (clears everything including across-game state) | |
resetForNewGame() { | |
this.clearConversations(); | |
this.currentLevel = 1; | |
} | |
} | |
export default ChatService; |