feat: LinkedIn LLM alignment - Phase 1-3 complete
Phase 1: Dead Code Cleanup - Remove GeminiGroundedProvider import and property from linkedin_service.py - Remove fallback_provider property (gemini_provider imports) - Fix routers/linkedin.py edit endpoint to use llm_text_gen - Delete dead LinkedInImageEditor class - Remove dead _transform_gemini_sources from content_generator.py Phase 2: Research Infrastructure Alignment - Add user_id to _conduct_research() for pre-flight validation - Add validate_exa_research_operations() before Exa/Tavily calls - Pass user_id to provider.simple_search() for usage tracking - Inject research content into LLM prompts via _build_research_context() - Fix Google engine path to fallback to Exa - Add Exa → Tavily fallback on research failure Phase 3: Cosmetic Cleanup - Rename _generate_prompts_with_gemini → _generate_prompts_with_llm - Rename _build_gemini_prompt → _build_image_prompt - Rename _parse_gemini_response → _parse_llm_response - Remove all Gemini references from LinkedIn code (0 remaining) - Update docstrings and log messages Additional: - Research caching using existing ResearchCache - Shared ExaContentResearchProvider in services/research/ - Persona service uses llm_text_gen instead of gemini_structured_json_response - LinkedInWriter.tsx ChatMessage → ChatMsg type mapping fix - RegisterLinkedInActionsEnhanced.tsx content_format_rules typing fix
This commit is contained in:
ajaysi
@@ -1,160 +1,220 @@
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import React from 'react';
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import { useCopilotAction } from '@copilotkit/react-core';
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import { showToastNotification } from '../../utils/toastNotifications';
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import { linkedInWriterApi } from '../../services/linkedInWriterApi';
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import { useCopilotActionTyped } from '../../hooks/useCopilotActionTyped';
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const useCopilotActionTyped = useCopilotAction as any;
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function extractHashtags(text: string): string[] {
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return text.match(/#[A-Za-z0-9_]+/g) || [];
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}
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function stripHashtags(text: string): string {
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return text.replace(/#[A-Za-z0-9_]+\s*/g, '').trim();
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}
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const RegisterLinkedInEditActions: React.FC = () => {
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// Professionalize Content
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// ── 1. Professionalize ────────────────────────────────────────────────
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useCopilotActionTyped({
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name: 'professionalizeLinkedInContent',
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description: 'Make LinkedIn content more professional and industry-appropriate',
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description: 'Make LinkedIn content more professional, polished, and industry-appropriate using AI',
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parameters: [
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{ name: 'content', type: 'string', required: false },
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{ name: 'industry', type: 'string', required: false },
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{ name: 'target_audience', type: 'string', required: false }
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],
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handler: async (args: any) => {
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// This would integrate with a backend endpoint for content professionalization
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const content = args?.content || '';
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const industry = args?.industry || 'Technology';
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const targetAudience = args?.target_audience || 'Professionals';
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// For now, return a placeholder response
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const professionalizedContent = `[Professionalized version of your content for ${industry} industry targeting ${targetAudience}]\n\n${content}`;
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window.dispatchEvent(new CustomEvent('linkedinwriter:applyEdit', { detail: { target: professionalizedContent } }));
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return { success: true, content: professionalizedContent };
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if (!content.trim()) return { success: false, message: 'No content to professionalize' };
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const res = await linkedInWriterApi.editContent({
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content,
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edit_type: 'professionalize',
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industry: args?.industry,
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target_audience: args?.target_audience,
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});
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if (res.success && res.content) {
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window.dispatchEvent(new CustomEvent('linkedinwriter:applyEdit', { detail: { target: res.content } }));
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return { success: true, content: res.content, message: 'Content professionalized with AI.' };
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}
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return { success: false, message: res.error || 'Failed to professionalize content' };
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}
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});
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// Optimize for Engagement
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// ── 2. Optimize Engagement ────────────────────────────────────────────
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useCopilotActionTyped({
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name: 'optimizeLinkedInEngagement',
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description: 'Optimize LinkedIn content for better engagement and reach',
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parameters: [
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{ name: 'content', type: 'string', required: false },
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{ name: 'content_type', type: 'string', required: false }
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],
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handler: async (args: any) => {
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const content = args?.content || '';
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const contentType = args?.content_type || 'post';
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// Placeholder for engagement optimization
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const optimizedContent = `[Engagement-optimized ${contentType}]\n\n${content}\n\n#ProfessionalDevelopment #Networking #IndustryInsights`;
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window.dispatchEvent(new CustomEvent('linkedinwriter:applyEdit', { detail: { target: optimizedContent } }));
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return { success: true, content: optimizedContent };
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}
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});
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// Add Professional Hashtags
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useCopilotActionTyped({
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name: 'addLinkedInHashtags',
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description: 'Add relevant professional hashtags to LinkedIn content',
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description: 'Optimize LinkedIn content for better engagement — strengthen hook, improve readability, encourage interaction',
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parameters: [
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{ name: 'content', type: 'string', required: false },
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{ name: 'industry', type: 'string', required: false }
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],
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handler: async (args: any) => {
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const content = args?.content || '';
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// Placeholder for hashtag addition
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const hashtags = '#ProfessionalDevelopment #Networking #IndustryInsights #CareerGrowth';
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const contentWithHashtags = `${content}\n\n${hashtags}`;
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window.dispatchEvent(new CustomEvent('linkedinwriter:applyEdit', { detail: { target: contentWithHashtags } }));
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return { success: true, content: contentWithHashtags };
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if (!content.trim()) return { success: false, message: 'No content to optimize' };
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const res = await linkedInWriterApi.editContent({
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content,
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edit_type: 'optimize_engagement',
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industry: args?.industry,
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});
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if (res.success && res.content) {
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window.dispatchEvent(new CustomEvent('linkedinwriter:applyEdit', { detail: { target: res.content } }));
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return { success: true, content: res.content, message: 'Content optimized for engagement.' };
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}
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return { success: false, message: res.error || 'Failed to optimize content' };
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}
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});
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// Adjust Tone
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// ── 3. Add Hashtags (AI-powered) ──────────────────────────────────────
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useCopilotActionTyped({
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name: 'adjustLinkedInTone',
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description: 'Adjust the tone of LinkedIn content to be more professional, conversational, or authoritative',
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name: 'addLinkedInHashtags',
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description: 'Generate relevant, industry-specific hashtags for LinkedIn content using AI',
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parameters: [
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{ name: 'content', type: 'string', required: false },
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{ name: 'target_tone', type: 'string', required: false }
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{ name: 'industry', type: 'string', required: false }
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],
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handler: async (args: any) => {
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const content = args?.content || '';
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if (!content.trim()) return { success: false, message: 'No content to add hashtags to' };
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const existingHashtags = extractHashtags(content);
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if (existingHashtags.length >= 5) {
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showToastNotification('Content already has plenty of hashtags.', 'info');
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return { success: false, message: 'Content already has 5+ hashtags' };
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}
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const res = await linkedInWriterApi.editContent({
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content: stripHashtags(content),
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edit_type: 'add_hashtags',
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industry: args?.industry,
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});
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if (res.success && res.content) {
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window.dispatchEvent(new CustomEvent('linkedinwriter:applyEdit', { detail: { target: res.content } }));
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const newHashtags = extractHashtags(res.content);
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return { success: true, content: res.content, hashtags: newHashtags };
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}
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return { success: false, message: res.error || 'Failed to generate hashtags' };
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}
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});
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// ── 4. Adjust Tone ────────────────────────────────────────────────────
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useCopilotActionTyped({
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name: 'adjustLinkedInTone',
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description: 'Rewrite LinkedIn content in a different tone — professional, conversational, authoritative, educational, or friendly',
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parameters: [
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{ name: 'content', type: 'string', required: false },
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{ name: 'target_tone', type: 'string', required: false, description: 'professional, conversational, authoritative, educational, friendly' }
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],
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handler: async (args: any) => {
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const content = args?.content || '';
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const targetTone = args?.target_tone || 'professional';
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// Placeholder for tone adjustment
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const adjustedContent = `[Content adjusted to ${targetTone} tone]\n\n${content}`;
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window.dispatchEvent(new CustomEvent('linkedinwriter:applyEdit', { detail: { target: adjustedContent } }));
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return { success: true, content: adjustedContent };
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if (!content.trim()) return { success: false, message: 'No content to adjust tone for' };
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const res = await linkedInWriterApi.editContent({
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content,
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edit_type: 'adjust_tone',
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tone: targetTone,
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});
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if (res.success && res.content) {
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window.dispatchEvent(new CustomEvent('linkedinwriter:applyEdit', { detail: { target: res.content } }));
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return { success: true, content: res.content, message: `Tone adjusted to ${targetTone}.` };
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}
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return { success: false, message: res.error || 'Failed to adjust tone' };
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}
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});
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// Expand Content
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// ── 5. Expand Content ─────────────────────────────────────────────────
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useCopilotActionTyped({
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name: 'expandLinkedInContent',
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description: 'Expand LinkedIn content with more details and insights',
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description: 'Expand LinkedIn content with more depth, examples, data points, and actionable insights using AI',
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parameters: [
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{ name: 'content', type: 'string', required: false },
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{ name: 'expansion_type', type: 'string', required: false }
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{ name: 'industry', type: 'string', required: false },
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{ name: 'target_audience', type: 'string', required: false }
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],
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handler: async (args: any) => {
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const content = args?.content || '';
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const expansionType = args?.expansion_type || 'insights';
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// Placeholder for content expansion
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const expandedContent = `${content}\n\n[Additional ${expansionType} and context added here]`;
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window.dispatchEvent(new CustomEvent('linkedinwriter:applyEdit', { detail: { target: expandedContent } }));
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return { success: true, content: expandedContent };
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if (!content.trim()) return { success: false, message: 'No content to expand' };
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const res = await linkedInWriterApi.editContent({
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content,
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edit_type: 'expand',
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industry: args?.industry,
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target_audience: args?.target_audience,
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});
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if (res.success && res.content) {
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window.dispatchEvent(new CustomEvent('linkedinwriter:applyEdit', { detail: { target: res.content } }));
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return { success: true, content: res.content, message: 'Content expanded with AI.' };
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}
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return { success: false, message: res.error || 'Failed to expand content' };
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}
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});
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// Condense Content
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// ── 6. Condense Content ───────────────────────────────────────────────
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useCopilotActionTyped({
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name: 'condenseLinkedInContent',
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description: 'Condense LinkedIn content to be more concise and impactful',
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description: 'Condense LinkedIn content to be more concise and impactful using AI — preserves key messages',
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parameters: [
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{ name: 'content', type: 'string', required: false },
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{ name: 'target_length', type: 'string', required: false }
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{ name: 'target_length', type: 'string', required: false, description: 'short, medium, long' }
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],
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handler: async (args: any) => {
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const content = args?.content || '';
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const targetLength = args?.target_length || 'short';
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// Placeholder for content condensation
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const condensedContent = `[Condensed to ${targetLength} format]\n\n${content.substring(0, Math.min(content.length, 500))}...`;
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window.dispatchEvent(new CustomEvent('linkedinwriter:applyEdit', { detail: { target: condensedContent } }));
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return { success: true, content: condensedContent };
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const targetLength = args?.target_length || 'medium';
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if (!content.trim()) return { success: false, message: 'No content to condense' };
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const lengthMap: Record<string, string> = { short: 'very concise (1-2 sentences)', medium: 'half the original length', long: 'slightly shortened' };
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const res = await linkedInWriterApi.editContent({
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content,
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edit_type: 'condense',
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parameters: { target_length: lengthMap[targetLength] || lengthMap.medium },
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});
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if (res.success && res.content) {
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window.dispatchEvent(new CustomEvent('linkedinwriter:applyEdit', { detail: { target: res.content } }));
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return { success: true, content: res.content, message: 'Content condensed with AI.' };
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}
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return { success: false, message: res.error || 'Failed to condense content' };
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}
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});
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// Add Call to Action
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// ── 7. Add Call to Action ─────────────────────────────────────────────
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useCopilotActionTyped({
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name: 'addLinkedInCallToAction',
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description: 'Add a professional call to action to LinkedIn content',
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description: 'Add a contextual, engaging call-to-action to LinkedIn content using AI',
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parameters: [
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{ name: 'content', type: 'string', required: false },
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{ name: 'cta_type', type: 'string', required: false }
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{ name: 'cta_type', type: 'string', required: false, description: 'engagement, networking, learning, collaboration' }
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],
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handler: async (args: any) => {
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const content = args?.content || '';
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const ctaType = args?.cta_type || 'engagement';
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const ctaOptions = {
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engagement: 'What are your thoughts on this? Share your experience in the comments below!',
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networking: 'Let\'s connect if you\'re interested in discussing this further.',
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learning: 'Would you like to learn more about this topic? Drop a comment or DM me.',
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collaboration: 'Interested in collaborating on similar projects? Let\'s connect!'
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};
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const cta = ctaOptions[ctaType as keyof typeof ctaOptions] || ctaOptions.engagement;
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const contentWithCTA = `${content}\n\n${cta}`;
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window.dispatchEvent(new CustomEvent('linkedinwriter:applyEdit', { detail: { target: contentWithCTA } }));
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return { success: true, content: contentWithCTA };
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if (!content.trim()) return { success: false, message: 'No content to add CTA to' };
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if (/\b(call now|sign up|join|try|learn more|comment|share|connect|message|dm|reach out)\b/i.test(content)) {
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showToastNotification('Content already contains a call to action.', 'info');
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return { success: false, message: 'Content already has a CTA' };
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}
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const res = await linkedInWriterApi.editContent({
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content,
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edit_type: 'add_cta',
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parameters: { cta_type: args?.cta_type || 'engagement' },
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});
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if (res.success && res.content) {
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window.dispatchEvent(new CustomEvent('linkedinwriter:applyEdit', { detail: { target: res.content } }));
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return { success: true, content: res.content, message: 'CTA added with AI.' };
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}
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return { success: false, message: res.error || 'Failed to add CTA' };
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}
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});
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return null;
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};
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export default RegisterLinkedInEditActions;
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export default RegisterLinkedInEditActions;
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