ALwrity HALLUCINATION DETECTOR AND ASSISTIVE WRITING
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ajaysi
@@ -1,4 +1,4 @@
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import React, { useEffect } from 'react';
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import React, { useEffect, useMemo } from 'react';
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import { CopilotSidebar } from '@copilotkit/react-ui';
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import { useCopilotReadable, useCopilotAction, useCopilotContext } from '@copilotkit/react-core';
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import '@copilotkit/react-ui/styles.css';
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@@ -13,7 +13,8 @@ import { PlatformPersonaProvider, usePlatformPersonaContext } from '../shared/Pe
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const useCopilotActionTyped = useCopilotAction as any;
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// Optional debug flag: set to true to enable verbose logs locally
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const DEBUG_LINKEDIN = false;
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interface LinkedInWriterProps {
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className?: string;
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@@ -299,15 +300,15 @@ const LinkedInWriterContent: React.FC<LinkedInWriterProps> = ({ className = '' }
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}
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});
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// Intelligent, stage-aware suggestions
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const getIntelligentSuggestions = () => {
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// Intelligent, stage-aware suggestions (memoized to prevent infinite re-rendering)
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const getIntelligentSuggestions = useMemo(() => {
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const hasContent = draft && draft.trim().length > 0;
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const hasCTA = /\b(call now|sign up|join|try|learn more|cta|comment|share|connect|message|dm|reach out)\b/i.test(draft || '');
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const hasHashtags = /#[A-Za-z0-9_]+/.test(draft || '');
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const isLong = (draft || '').length > 500;
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// Debug logging for suggestions
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console.log('[LinkedIn Writer] Generating suggestions:', {
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if (DEBUG_LINKEDIN) console.log('[LinkedIn Writer] Generating suggestions:', {
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hasContent,
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justGeneratedContent,
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draftLength: draft?.length || 0
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@@ -365,7 +366,7 @@ const LinkedInWriterContent: React.FC<LinkedInWriterProps> = ({ className = '' }
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// Add image generation suggestion when there's content
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if (draft && draft.trim().length > 0) {
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console.log('[LinkedIn Writer] Adding image generation suggestion');
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if (DEBUG_LINKEDIN) console.log('[LinkedIn Writer] Adding image generation suggestion');
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// Make image generation suggestion more prominent
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refinementSuggestions.push({
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title: '🖼️ Generate Post Image',
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@@ -386,10 +387,10 @@ const LinkedInWriterContent: React.FC<LinkedInWriterProps> = ({ className = '' }
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}
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}
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console.log('[LinkedIn Writer] Final suggestions:', refinementSuggestions);
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if (DEBUG_LINKEDIN) console.log('[LinkedIn Writer] Final suggestions:', refinementSuggestions);
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return refinementSuggestions;
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}
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};
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}, [draft, justGeneratedContent]);
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return (
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<div className={`linkedin-writer ${className}`} style={{ height: '100vh', display: 'flex', flexDirection: 'column' }}>
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@@ -398,94 +399,11 @@ const LinkedInWriterContent: React.FC<LinkedInWriterProps> = ({ className = '' }
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userPreferences={userPreferences}
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chatHistory={chatHistory}
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showPreferencesModal={showPreferencesModal}
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showContextModal={showContextModal}
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context={context}
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onPreferencesModalChange={setShowPreferencesModal}
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onContextModalChange={setShowContextModal}
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onContextChange={handleContextChange}
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onPreferencesChange={handlePreferencesChange}
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onCopy={handleCopy}
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onClear={handleClear}
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onClearHistory={handleClearHistory}
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draft={draft}
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getHistoryLength={getHistoryLength}
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/>
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{/* Persona Integration Indicator */}
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{corePersona && !personaLoading && (
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<div
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style={{
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padding: '8px 16px',
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backgroundColor: '#f0f8ff',
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borderBottom: '1px solid #e1e8ed',
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fontSize: '12px',
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color: '#666',
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display: 'flex',
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alignItems: 'center',
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gap: '8px',
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cursor: 'help',
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position: 'relative'
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}}
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title={`🎭 YOUR PERSONALIZED WRITING ASSISTANT
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🤔 WHAT IS A PERSONA?
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A persona is your unique writing style profile that AI uses to create content that sounds exactly like you. It's like having a digital twin of your writing voice!
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🎯 HOW DOES IT HELP YOU?
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✅ Generates content that matches your natural writing style
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✅ Maintains consistent voice across all your LinkedIn posts
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✅ Saves time by understanding your preferences automatically
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✅ Optimizes content for LinkedIn's algorithm and your audience
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✅ Provides personalized suggestions based on your industry
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🧠 HOW WAS IT CREATED?
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Your persona was built by analyzing:
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• Your website content and writing patterns
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• Your research preferences and content goals
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• Your target audience and industry focus
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• Your communication style and tone preferences
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• LinkedIn-specific optimization requirements
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🤖 HOW DOES COPILOTKIT USE IT?
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The AI assistant now knows:
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• Your preferred sentence length and structure
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• Your go-to words and phrases to use/avoid
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• Your professional tone and communication style
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• LinkedIn-specific optimization strategies
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• Your engagement patterns and posting preferences
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🚀 HYPER-PERSONALIZATION ACHIEVED!
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Instead of generic content, you get:
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• Content that sounds authentically like you
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• Industry-specific insights and terminology
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• LinkedIn algorithm-optimized posts
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• Professional networking strategies
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• Personalized engagement tactics
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📊 YOUR PERSONA DETAILS:
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🎭 Name: ${corePersona.persona_name}
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📋 Style: ${corePersona.archetype}
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💭 Philosophy: ${corePersona.core_belief}
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📈 Confidence: ${corePersona.confidence_score}% accuracy
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🎯 LINKEDIN OPTIMIZATION:
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• Optimal length: ${platformPersona?.content_format_rules?.optimal_length || '150-300 words'}
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• Posting frequency: ${platformPersona?.engagement_patterns?.posting_frequency || '2-3 times per week'}
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• Hashtag strategy: ${platformPersona?.lexical_features?.hashtag_strategy || '3-5 relevant hashtags'}
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• Engagement style: ${platformPersona?.engagement_patterns?.interaction_style || 'conversational'}
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💡 TRY THIS: Ask the AI to "generate a LinkedIn post about [your topic]" and watch how it automatically applies your persona to create content that sounds like you!`}
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>
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<span style={{ color: '#0073b1' }}>🎭</span>
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<span><strong>🎭 Your Writing Assistant:</strong> {corePersona.persona_name} ({corePersona.archetype})</span>
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<span style={{ marginLeft: 'auto', fontSize: '11px' }}>
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{corePersona.confidence_score}% accuracy |
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Platform: LinkedIn Optimized
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</span>
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<span style={{ fontSize: '10px', color: '#999', marginLeft: '8px' }}>
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(Hover for details)
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</span>
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</div>
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)}
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{/* Lightweight progress tracker under header */}
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<div style={{
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@@ -533,6 +451,7 @@ Instead of generic content, you get:
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onDiscardChanges={handleDiscardChanges}
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onDraftChange={handleDraftChange}
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onPreviewToggle={handlePreviewToggle}
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topic={context ? context.split('\n')[0].substring(0, 50) : undefined}
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/>
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@@ -560,7 +479,7 @@ Instead of generic content, you get:
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'Great! I can see you have content to work with. Use the quick edit suggestions below to refine your post in real-time, or ask me to make specific changes.' :
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`Hi! I'm your ALwrity Co-Pilot, your LinkedIn writing assistant${corePersona ? ` with ${corePersona.persona_name} persona optimization` : ''}. I can help you create professional posts, articles, carousels, video scripts, and comment responses. Try the new persona-aware actions for enhanced content generation!`
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}}
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suggestions={getIntelligentSuggestions()}
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suggestions={getIntelligentSuggestions}
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makeSystemMessage={(context: string, additional?: string) => {
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const prefs = userPreferences;
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const prefsLine = Object.keys(prefs).length ? `User preferences (remember and respect unless changed): ${JSON.stringify(prefs)}` : '';
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