diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..0780ba0 --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ +*.mp3 +*.bin +.DS_Store +*.wav \ No newline at end of file diff --git a/.meetings/config b/.meetings/config new file mode 100644 index 0000000..0969215 --- /dev/null +++ b/.meetings/config @@ -0,0 +1,4 @@ +STT_ENGINE=whisper +OLLAMA_MODEL=llama3.1:8b +THREADS=4 +STT_MODEL=/Users/jamestwose/Coding/ledex-demo/.meetings/models/ggml-small.en.bin diff --git a/README.md b/README.md index f96394f..f47132b 100644 --- a/README.md +++ b/README.md @@ -1 +1,8 @@ -## The local AI demo for LEDEX Events \ No newline at end of file +## The local AI demo for LEDEX Events + +Tools used: +- [pi](https://pi.dev) + +## Demos +- Sentiment analysis of reviews + learning points +- Meeting recording + summarization + action points diff --git a/local-ai-presentation/.gitignore b/local-ai-presentation/.gitignore new file mode 100644 index 0000000..5a86d2a --- /dev/null +++ b/local-ai-presentation/.gitignore @@ -0,0 +1,8 @@ +node_modules/ +build/ +dist/ +coverage/ +.DS_Store +*.log +.env* +!.env.example diff --git a/local-ai-presentation/README.md b/local-ai-presentation/README.md new file mode 100644 index 0000000..d90329a --- /dev/null +++ b/local-ai-presentation/README.md @@ -0,0 +1 @@ +## Local AI presentation for LEDEX Portimao 2026 diff --git a/local-ai-presentation/index.html b/local-ai-presentation/index.html new file mode 100644 index 0000000..a051b63 --- /dev/null +++ b/local-ai-presentation/index.html @@ -0,0 +1,13 @@ + + + + + + Local AI Presentation + + +
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b/local-ai-presentation/package.json new file mode 100644 index 0000000..ed4e426 --- /dev/null +++ b/local-ai-presentation/package.json @@ -0,0 +1,36 @@ +{ + "name": "local-ai-presentation", + "private": true, + "version": "0.0.0", + "type": "module", + "scripts": { + "dev": "vite --port=5173 --host=0.0.0.0", + "build": "vite build", + "preview": "vite preview", + "clean": "rm -rf dist server.js", + "lint": "tsc --noEmit" + }, + "dependencies": { + "@tailwindcss/vite": "^4.1.14", + "@vitejs/plugin-react": "^5.0.4", + "dotenv": "^17.2.3", + "express": "^4.21.2", + "lucide-react": "^0.546.0", + "motion": "^12.23.24", + "react": "^19.0.1", + "react-dom": "^19.0.1", + "vite": "^6.2.3" + }, + "devDependencies": { + "@types/express": "^4.17.21", + "@types/node": "^22.14.0", + "@types/react": "^19.2.17", + "@types/react-dom": "^19.2.3", + "autoprefixer": "^10.4.21", + "esbuild": "^0.25.0", + "tailwindcss": "^4.1.14", + "tsx": "^4.21.0", + "typescript": "~5.8.2", + "vite": "^6.2.3" + } +} diff --git a/local-ai-presentation/src/App.tsx b/local-ai-presentation/src/App.tsx new file mode 100644 index 0000000..f0eb445 --- /dev/null +++ b/local-ai-presentation/src/App.tsx @@ -0,0 +1,248 @@ +import { useState, useEffect, useRef } from 'react'; +import { motion, AnimatePresence } from 'motion/react'; +import { synth } from './utils/audioSynth'; +import { SLIDES } from './data/slides'; +import { GoalType, BudgetType } from './types'; + +// Slide components +import Slide1Title from './components/slides/Slide1Title'; +import Slide2CloudParadox from './components/slides/Slide2CloudParadox'; +import Slide3LocalAIStack from './components/slides/Slide3LocalAIStack'; +import Slide4Quantization from './components/slides/Slide4Quantization'; +import Slide5Pipelines from './components/slides/Slide5Pipelines'; +import Slide6HardwareMatrix from './components/slides/Slide6HardwareMatrix'; +import Slide7BuyersGuide from './components/slides/Slide7BuyersGuide'; +import Slide8ROI from './components/slides/Slide8ROI'; +import Slide9OfflineDemo from './components/slides/Slide9OfflineDemo'; + +// Layout components +import ControlBar from './components/layout/ControlBar'; + +export default function App() { + const [currentSlide, setCurrentSlide] = useState(0); + const [direction, setDirection] = useState(1); + const [isAutoplay, setIsAutoplay] = useState(false); + const [soundEnabled, setSoundEnabled] = useState(false); + + // Shared state for cross-slide communication + const [selectedGoal, setSelectedGoal] = useState('agents'); + const [procureBudget, setProcureBudget] = useState('budget'); + const [toastMessage, setToastMessage] = useState(null); + + const autoplayTimerRef = useRef(null); + + const showToast = (msg: string) => { + setToastMessage(msg); + synth.playBlip(); + setTimeout(() => { + setToastMessage(null); + }, 4000); + }; + + // Sound configuration binding + useEffect(() => { + synth.enabled = soundEnabled; + }, [soundEnabled]); + + // Keyboard navigation + useEffect(() => { + const handleKeyDown = (e: KeyboardEvent) => { + if (e.key === 'ArrowRight') { + nextSlide(); + } else if (e.key === 'ArrowLeft') { + prevSlide(); + } + }; + window.addEventListener('keydown', handleKeyDown); + return () => window.removeEventListener('keydown', handleKeyDown); + }, [currentSlide]); + + // Autoplay effect + useEffect(() => { + if (isAutoplay) { + autoplayTimerRef.current = setInterval(() => { + setDirection(1); + setCurrentSlide((prev) => (prev + 1) % SLIDES.length); + synth.playSlideChange(); + }, 7000); + } else { + if (autoplayTimerRef.current) { + clearInterval(autoplayTimerRef.current); + } + } + return () => { + if (autoplayTimerRef.current) clearInterval(autoplayTimerRef.current); + }; + }, [isAutoplay]); + + const nextSlide = () => { + setDirection(1); + setCurrentSlide((prev) => (prev + 1) % SLIDES.length); + synth.playSlideChange(); + }; + + const prevSlide = () => { + setDirection(-1); + setCurrentSlide((prev) => (prev - 1 + SLIDES.length) % SLIDES.length); + synth.playSlideChange(); + }; + + const jumpToSlide = (index: number) => { + setDirection(index > currentSlide ? 1 : -1); + setCurrentSlide(index); + synth.playSlideChange(); + }; + + // Frame motion sliding definition + const slideVariants = { + enter: (dir: number) => ({ + x: dir > 0 ? 300 : -300, + opacity: 0, + scale: 0.98 + }), + center: { + x: 0, + opacity: 1, + scale: 1, + transition: { + x: { type: 'spring' as const, stiffness: 220, damping: 24 }, + opacity: { duration: 0.25 }, + scale: { duration: 0.3 } + } + }, + exit: (dir: number) => ({ + x: dir < 0 ? 300 : -300, + opacity: 0, + scale: 0.98, + transition: { + x: { duration: 0.25 }, + opacity: { duration: 0.2 } + } + }) + }; + + // Render current slide content + const renderSlide = () => { + switch (currentSlide) { + case 0: + return ; + case 1: + return ; + case 2: + return ; + case 3: + return ; + case 4: + return ; + case 5: + return ; + case 6: + return ; + case 7: + return ; + case 8: + return ; + default: + return ; + } + }; + + return ( +
+ + {/* Dynamic scanline overlay */} +
+ + {/* Background radial gradient glow */} +
+ + {/* CENTRAL CAROUSEL CONTAINER */} +
+ + {/* Main Console Board Frame */} +
+ + {/* High-tech edge detail bracket and scan bar */} +
+
+ + {/* Console Top Info Segment */} +
+
+ {/* ▶ INDEX_READOUT // SEC_0{currentSlide + 1} + | + GRID_COORDINATES: CL-517 // EN-891 */} +
+
+ {SLIDES[currentSlide].category} + 0{currentSlide + 1} // 0{SLIDES.length} +
+
+ + {/* PRIMARY ANIMATED CAROUSEL VIEWPORTS */} +
+ + + + {renderSlide()} + + + +
+ + {/* LOWER CONSOLE CONTROL BAR */} + setIsAutoplay(!isAutoplay)} + /> + +
+ +
+ + {/* Toast Notification */} + {toastMessage && ( +
+ {toastMessage} +
+ )} + + {/* Sound toggle button (optional feature) */} + {/* */} + +
+ ); +} diff --git a/local-ai-presentation/src/components/layout/ControlBar.tsx b/local-ai-presentation/src/components/layout/ControlBar.tsx new file mode 100644 index 0000000..05eaca3 --- /dev/null +++ b/local-ai-presentation/src/components/layout/ControlBar.tsx @@ -0,0 +1,94 @@ +import { ChevronLeft, ChevronRight, Play, Pause } from 'lucide-react'; +import { SLIDES } from '../../data/slides'; +import { synth } from '../../utils/audioSynth'; + +interface ControlBarProps { + currentSlide: number; + isAutoplay: boolean; + onPrevSlide: () => void; + onNextSlide: () => void; + onJumpToSlide: (index: number) => void; + onToggleAutoplay: () => void; +} + +export default function ControlBar({ + currentSlide, + isAutoplay, + onPrevSlide, + onNextSlide, + onJumpToSlide, + onToggleAutoplay +}: ControlBarProps) { + + const handleElementClick = () => synth.playClick(); + + return ( +
+
+ ← + → + keys to navigate +
+ +
+ {SLIDES.map((slide, idx) => ( +
+ +
+ + +
+ + + +
+
+
+ ); +} diff --git a/local-ai-presentation/src/components/slides/Slide1Title.tsx b/local-ai-presentation/src/components/slides/Slide1Title.tsx new file mode 100644 index 0000000..729dd84 --- /dev/null +++ b/local-ai-presentation/src/components/slides/Slide1Title.tsx @@ -0,0 +1,42 @@ +import { motion } from 'motion/react'; +import { Cpu } from 'lucide-react'; + +export default function Slide1Title() { + return ( +
+ +
+
+
+
+ +
+ + +

+ INTRODUCTION +

+ +

+ The Sovereign Business Engine +

+ +
+ +

+ Unlock Secure, Zero-Cost Local AI for Algarve Entrepreneurs, Nomads & Content Creators +

+ +
+ ✓ PRIVATE INTEL + ✓ DECENTRALISED + ✓ 0% SAAS TRANSACTION +
+
+ ); +} diff --git a/local-ai-presentation/src/components/slides/Slide2CloudParadox.tsx b/local-ai-presentation/src/components/slides/Slide2CloudParadox.tsx new file mode 100644 index 0000000..407b946 --- /dev/null +++ b/local-ai-presentation/src/components/slides/Slide2CloudParadox.tsx @@ -0,0 +1,107 @@ +import { useState } from 'react'; +import { Info } from 'lucide-react'; +import { synth } from '../../utils/audioSynth'; + +interface ParadoxCard { + title: string; + desc: string; + detail: string; + alternative: string; + color: string; + tag: string; +} + +const paradoxCards: ParadoxCard[] = [ + { + title: "Client Data Leaks", + desc: "Privacy Risk", + detail: "Inputting client names, email campaigns, or proprietary concepts online sends delicate parameters straight to external tech servers.", + alternative: "Complete Sandboxed Privacy. No outbound internet transfers, keeping secret client details locked safely inside your laptop.", + color: "from-rose-500/10 to-rose-600/5 border-rose-950/40 text-rose-400", + tag: "DATA RISK" + }, + { + title: "Subscription Taxes", + desc: "Licensing Cost", + detail: "Paying $20–$40 per person every single month creates heavy baseline overheads for growing digital agencies or self-starters.", + alternative: "Zero-Bill Scale. Run identical models on modern laptops with zero cumulative licensing bills or user caps.", + color: "from-amber-500/10 to-amber-600/5 border-amber-950/40 text-amber-400", + tag: "CASH BURN" + }, + { + title: "Wi-Fi Dependencies", + desc: "Broadband Risks", + detail: "Spotty beach Wi-Fi, hotel dropouts, or cafe broadband failures freeze active cloud access, instantly stalling content work.", + alternative: "100% Offline Power. Work continuously from the beach, a rural guest country house, or a transit plane in ultimate peace.", + color: "from-orange-500/10 to-orange-600/5 border-orange-950/40 text-orange-400", + tag: "OFFLINE DOWNTIME" + } +]; + +export default function Slide2CloudParadox() { + const [selectedParadox, setSelectedParadox] = useState(null); + + const handleCardClick = (idx: number) => { + synth.playClick(); + setSelectedParadox(selectedParadox === idx ? null : idx); + }; + + return ( +
+
+ // THE CONUNDRUM +

+ The Cloud Expense Trap +

+

+ Relying on big-tech online platforms invites data leakage risks, builds high monthly software subscriptions, and depends on having perfect Internet. Tap each risk card to unlock your secure local remedy. +

+ +
+ + Interactive: Click each card to reveal the offline local alternative. +
+
+ +
+ {paradoxCards.map((card, idx) => ( +
handleCardClick(idx)} + className={`group relative p-5 rounded-lg border bg-gradient-to-b transition-all duration-300 cursor-pointer text-left flex flex-col justify-between min-h-[220px] md:min-h-[265px] ${ + selectedParadox === idx + ? 'border-emerald-500/65 bg-slate-950/80 shadow-[0_0_15px_rgba(16,185,129,0.15)]' + : `border-slate-800/80 bg-slate-900/60 hover:border-slate-700 hover:bg-slate-900/90` + }`} + > +
+
+ PARADOX_0{idx + 1} + + {selectedParadox === idx ? 'SOVEREIGN_REMEDY' : card.tag} + +
+ +

+ {selectedParadox === idx ? 'Antidote' : card.title} +

+ +

+ {selectedParadox === idx ? card.alternative : card.detail} +

+
+ +
+ + {selectedParadox === idx ? '← SHOW RISK METRIC' : '⚡ REVEAL LOCAL ANTIDOTE'} + +
+
+ ))} +
+
+ ); +} diff --git a/local-ai-presentation/src/components/slides/Slide3LocalAIStack.tsx b/local-ai-presentation/src/components/slides/Slide3LocalAIStack.tsx new file mode 100644 index 0000000..5ddab7a --- /dev/null +++ b/local-ai-presentation/src/components/slides/Slide3LocalAIStack.tsx @@ -0,0 +1,104 @@ +import { useState } from 'react'; +import { Layers } from 'lucide-react'; +import { synth } from '../../utils/audioSynth'; + +interface StackLayer { + level: number; + label: string; + desc: string; + color: string; +} + +const stackLayers: StackLayer[] = [ + { + level: 3, + label: "Visual Desktop Apps (The App)", + desc: "Simple visual programs like AnythingLLM or LM Studio designed for easy point-and-click work.", + color: "from-emerald-400/20 to-emerald-500/10 border-emerald-500/35 hover:scale-[1.01]" + }, + { + level: 2, + label: "Open-Weights Models (The Brain)", + desc: "Highly optimized intelligence units (Llama, Mistral, Qwen) saved directly to your computer.", + color: "from-emerald-600/15 to-emerald-700/5 border-emerald-500/25 hover:scale-[1.01]" + }, + { + level: 1, + label: "On-Device Processing (The Hardware)", + desc: "The fast processor chips or built-in system memory already in your office computer.", + color: "from-emerald-800/10 to-slate-900/40 border-slate-700/60 hover:scale-[1.01]" + } +]; + +const layerDetails: Record = { + 3: "FRIENDLY VISUAL DESKTOP APPS: Point-and-click programs that look and feel just like ChatGPT. Supports dragging files for secure offline searches, organizing text templates, and polishing emails. Popular: LM Studio, AnythingLLM, Jan.", + 2: "INDEPENDENT FREE BRAINS: Highly capable modular model weights that you download once for free. Ranging in size depending on task complexity, they execute completely locally on your computer with zero monthly limits.", + 1: "YOUR BUILT-IN SILICON: The physical components already inside your device. Modern Apple MacBook silicon or standard business graphics processors calculate AI answers in fractions of a second." +}; + +export default function Slide3LocalAIStack() { + const [activeStackLayer, setActiveStackLayer] = useState(1); + + const handleLayerClick = (level: number) => { + synth.playClick(); + setActiveStackLayer(level); + }; + + return ( +
+
+ // COGNITIVE STRUCTURE +

+ Your Private AI Workspace +

+

+ Running secure local AI is straightforward and divides into three simple, clear levels. Click any layer below to see how friendly desktop apps link directly to your laptop's power. +

+ +
+
+ + LEVEL_0{activeStackLayer} SUMMARY +
+

+ {layerDetails[activeStackLayer]} +

+
+
+ +
+ {stackLayers.map((layer) => ( +
handleLayerClick(layer.level)} + className={`w-full p-5 rounded-lg border text-left cursor-pointer transition-all duration-300 relative ${layer.color} ${ + activeStackLayer === layer.level + ? 'border-emerald-400 bg-slate-910/80 shadow-[0_0_20px_rgba(16,185,129,0.2)]' + : 'bg-slate-900/40 hover:bg-slate-900/80' + }`} + > +
+ LEVEL_0{layer.level} SYSTEM LAYER + {activeStackLayer === layer.level && ( + + ● SELECTED_RUN + + )} +
+ +

+ {layer.label} +

+ +

+ {layer.desc} +

+
+ ))} + +
+
+
+ ); +} diff --git a/local-ai-presentation/src/components/slides/Slide4Quantization.tsx b/local-ai-presentation/src/components/slides/Slide4Quantization.tsx new file mode 100644 index 0000000..636f2ef --- /dev/null +++ b/local-ai-presentation/src/components/slides/Slide4Quantization.tsx @@ -0,0 +1,143 @@ +import { useState } from 'react'; +import { QuantLevel } from '../../types'; +import { synth } from '../../utils/audioSynth'; + +interface QuantOption { + level: QuantLevel; + label: string; + ram: string; + intellect: string; + speed: string; + desc: string; +} + +const quantOptions: QuantOption[] = [ + { level: 'FP16', label: 'FP16 Raw', ram: "16 GB", intellect: "100%", speed: "1.0x", desc: "No loss, heavy workload" }, + { level: 'Q8_0', label: '8-Bit (Q8)', ram: "8.5 GB", intellect: "99.1%", speed: "1.8x", desc: "Premium, lower RAM" }, + { level: 'Q4_K_M', label: '4-Bit (Q4)', ram: "4.8 GB", intellect: "96.2%", speed: "3.2x", desc: "Sovereign sweetspot" }, + { level: 'Q2_K', label: '2-Bit (Q2)', ram: "2.9 GB", intellect: "81.3%", speed: "4.5x", desc: "Highly crushed, rapid" } +]; + +const ramValues: Record = { + 'FP16': '16.0 GB', + 'Q8_0': '8.5 GB', + 'Q4_K_M': '4.8 GB', + 'Q2_K': '2.9 GB' +}; + +const ramPercentages: Record = { + 'FP16': '100%', + 'Q8_0': '53.1%', + 'Q4_K_M': '30.0%', + 'Q2_K': '18.1%' +}; + +const intellectValues: Record = { + 'FP16': '100%', + 'Q8_0': '99.1%', + 'Q4_K_M': '96.2%', + 'Q2_K': '81.3%' +}; + +const speedValues: Record = { + 'FP16': { display: '1.0x (Slow)', percent: '22%' }, + 'Q8_0': { display: '1.8x (Fast)', percent: '40%' }, + 'Q4_K_M': { display: '3.2x (Rapid)', percent: '71%' }, + 'Q2_K': { display: '4.5x (Ultrafast)', percent: '100%' } +}; + +const visualSampling: Record = { + 'FP16': '[░░░██████████████████░░░] [Raw-grade maximum detail coordinates - extremely heavy] MAXIMUM_DETAIL', + 'Q8_0': '[░░░█████████████████░░░░] [Highly accurate - lighter RAM footprint] SAFE_BUDGET', + 'Q4_K_M': '[░░░░███████████████░░░░░] [Sovereign Sweet Spot - runs ultra fast on any Macbook or PC] SYSTEM_RECOMMENDED', + 'Q2_K': '[░░░░░░░██████████░░░░░░░] [Crushed data structure - logic levels degraded] REDUCED_LOGIC' +}; + +export default function Slide4Quantization() { + const [quantLevel, setQuantLevel] = useState('Q4_K_M'); + + const handleQuantClick = (level: QuantLevel) => { + synth.playClick(); + setQuantLevel(level); + }; + + return ( +
+
+ // DYNAMIC OPTIMISATION +

+ AI Compression: Smart Scaling +

+

+ Analogy: 4K Cinema Raw vs. 1080p Stream. Quantization compresses the model parameters (e.g., 16-bit floats to 4-bit integers), cutting RAM requirements by up to 75% while retaining ~95%+ cognitive fidelity. +

+ +
+ SYSTEM INSIGHT +

+ By compressing heavy decimal parameters to integer coordinates, we reduce the speed bottlenecks caused by bandwidth throughput limiters, yielding 3x faster local response feedback directly on simple laptops. +

+
+
+ +
+
+
+ INTERACTIVE COMPRESSION SELECTOR + MODE: {quantLevel} +
+ +
+ {quantOptions.map((item) => ( + + ))} +
+ +
+
+ RAM footprints + {ramValues[quantLevel]} +
+
+
+
+ +
+ Intelligence Match + {intellectValues[quantLevel]} +
+
+
+
+ +
+ Output Speedup + {speedValues[quantLevel].display} +
+
+
+
+
+ +
+ VISUAL VECTOR SAMPLING GRAPHICS: +
+ {visualSampling[quantLevel]} +
+
+
+
+
+ ); +} diff --git a/local-ai-presentation/src/components/slides/Slide5Pipelines.tsx b/local-ai-presentation/src/components/slides/Slide5Pipelines.tsx new file mode 100644 index 0000000..6324ef4 --- /dev/null +++ b/local-ai-presentation/src/components/slides/Slide5Pipelines.tsx @@ -0,0 +1,432 @@ +import { useState } from 'react'; +import { RefreshCw, Copy, Brain, Tags, TrendingUp, Mail } from 'lucide-react'; +import { synth } from '../../utils/audioSynth'; + +type PipelineType = 'triage' | 'classifier' | 'leads'; + +interface PipelineOption { + id: PipelineType; + label: string; + icon: React.ReactNode; + description: string; +} + +const pipelineOptions: PipelineOption[] = [ + { + id: 'triage', + label: '📧 EMAIL TRIAGE', + icon: , + description: 'Auto-categorize & prioritize inbox' + }, + { + id: 'classifier', + label: '🏷️ CONTENT TAGGER', + icon: , + description: 'Classify content by type & tone' + }, + { + id: 'leads', + label: '📊 LEAD SCORER', + icon: , + description: 'Score & rank sales prospects' + } +]; + +const sampleInputs: Record = { + triage: `From: Maria Santos +Subject: URGENT - Partnership proposal for AI automation + +Hi team, we're looking to implement local AI across our 50-person marketing agency. Need quote by Friday. Budget: €15k. + +--- +From: João Pereira +Subject: Re: Villa booking inquiry #4821 + +Thank you for the quick response! Can you send availability for July 15-22? 6 guests. + +--- +From: billing@cloudservice.io +Subject: Invoice #8821 - Payment Overdue + +Your account is 30 days past due. Immediate payment required to avoid suspension.`, + + classifier: `POST 1: "Just closed our biggest deal using local AI! No more monthly fees, zero data leaks. Algarve businesses, this is the future! 🚀 #LocalAI #BusinessGrowth" + +POST 2: "New blog: 5 Ways Local AI Transforms Content Workflows in 2025. Read how Portuguese companies save €50k/year by going offline-first." + +POST 3: "Limited offer: Free local AI setup consultation for Faro-based startups. DM for details. Professional, secure, unlimited."`, + + leads: `Company: TechLisbon Solutions | Contact: Ana Costa (CEO) | Need: Company-wide AI deployment | Budget: €50k+ | Timeline: Q3 2025 | Employees: 85 + +Company: Algarve Digital Marketing | Contact: Pedro Silva (Founder) | Need: Content automation pipeline | Budget: €8k | Timeline: ASAP | Employees: 12 + +Company: Porto E-commerce Hub | Contact: Sofia Mendes (CTO) | Need: Customer support AI agents | Budget: €25k | Timeline: Next quarter | Employees: 45` +}; + +export default function Slide5Pipelines({ showToast }: { showToast: (msg: string) => void }) { + const [selectedPipeline, setSelectedPipeline] = useState('triage'); + const [rawText, setRawText] = useState(sampleInputs.triage); + const [pipelineProcessing, setPipelineProcessing] = useState(false); + const [results, setResults] = useState(null); + + const handlePipelineChange = (type: PipelineType) => { + synth.playClick(); + setSelectedPipeline(type); + setRawText(sampleInputs[type]); + setResults(null); + }; + + const executePipeline = () => { + synth.playBlip(); + setPipelineProcessing(true); + setResults(null); + + setTimeout(() => { + let processedResults: any[] = []; + + if (selectedPipeline === 'triage') { + const emails = rawText.split('---').filter(Boolean); + processedResults = emails.map((email, idx) => { + const lines = email.split('\n'); + const fromMatch = lines.find(l => l.startsWith('From:')); + const subjectMatch = lines.find(l => l.startsWith('Subject:')); + const from = fromMatch ? fromMatch.replace('From: ', '').split('<')[0].trim() : 'Unknown'; + const subject = subjectMatch ? subjectMatch.replace('Subject: ', '') : 'No subject'; + + const isUrgent = email.toLowerCase().includes('urgent') || email.toLowerCase().includes('asap'); + const isBilling = email.toLowerCase().includes('invoice') || email.toLowerCase().includes('payment'); + const isPartnership = email.toLowerCase().includes('partnership') || email.toLowerCase().includes('proposal'); + const isSupport = email.toLowerCase().includes('booking') || email.toLowerCase().includes('inquiry'); + + let category: 'sales' | 'support' | 'billing' | 'partnership' = 'support'; + if (isBilling) category = 'billing'; + else if (isPartnership) category = 'partnership'; + else if (isUrgent) category = 'sales'; + + let priority: 'critical' | 'high' | 'normal' | 'low' = 'normal'; + if (isUrgent || isBilling) priority = 'critical'; + else if (isPartnership) priority = 'high'; + + let sentiment: 'positive' | 'neutral' | 'negative' = 'neutral'; + if (email.includes('Thank you') || email.includes('great')) sentiment = 'positive'; + if (email.includes('Overdue') || email.includes('suspension')) sentiment = 'negative'; + + return { + id: `EMAIL-${String(idx + 1).padStart(3, '0')}`, + sender: from, + subject: subject, + category, + priority, + sentiment, + actionRequired: priority === 'critical' ? 'Respond within 2 hours' : 'Review within 24 hours' + }; + }); + } else if (selectedPipeline === 'classifier') { + const posts = rawText.split('POST').filter(Boolean); + processedResults = posts.map((post, idx) => { + const content = post.split('"')[1] || post; + const hasEmoji = /[🚀💡📈]/.test(content); + const hasHashtag = content.includes('#'); + const hasLink = content.toLowerCase().includes('read') || content.toLowerCase().includes('blog'); + const hasOffer = content.toLowerCase().includes('offer') || content.toLowerCase().includes('free'); + + let type: 'blog' | 'social' | 'email' | 'ad_copy' = 'social'; + if (hasLink) type = 'blog'; + if (hasOffer) type = 'ad_copy'; + + let tone: 'professional' | 'casual' | 'persuasive' | 'informative' = 'professional'; + if (hasEmoji) tone = 'casual'; + if (hasOffer) tone = 'persuasive'; + if (type === 'blog') tone = 'informative'; + + const keywords: string[] = []; + if (content.includes('AI')) keywords.push('AI'); + if (content.includes('business')) keywords.push('business'); + if (content.includes('local')) keywords.push('local AI'); + if (content.includes('Algarve') || content.includes('Portuguese')) keywords.push('Portugal'); + + return { + id: `CONTENT-${String(idx + 1).padStart(3, '0')}`, + content: content.substring(0, 80) + '...', + type, + tone, + targetAudience: type === 'social' ? 'Social media followers' : 'Business decision makers', + seoKeywords: keywords.length > 0 ? keywords : ['general'] + }; + }); + } else { + const leads = rawText.split('\n\n').filter(Boolean); + processedResults = leads.map((lead, idx) => { + const parts: Record = {}; + lead.split(' | ').forEach(part => { + const [key, value] = part.split(': ').map(s => s.trim()); + if (key && value) parts[key] = value; + }); + + const employeeCount = parseInt(parts['Employees'] || '0'); + const budgetText = parts['Budget'] || ''; + const budgetValue = parseInt(budgetText.replace(/[^0-9]/g, '')) || 0; + const isAsap = parts['Timeline']?.toLowerCase().includes('asap'); + + let score = 50; + if (employeeCount > 50) score += 20; + else if (employeeCount > 20) score += 10; + if (budgetValue > 30000) score += 25; + else if (budgetValue > 10000) score += 15; + if (isAsap) score += 15; + + let fit: 'excellent' | 'good' | 'fair' = 'fair'; + if (score >= 80) fit = 'excellent'; + else if (score >= 65) fit = 'good'; + + let budget: 'high' | 'medium' | 'low' = 'medium'; + if (budgetValue > 40000) budget = 'high'; + else if (budgetValue < 15000) budget = 'low'; + + let timeline: 'immediate' | 'this_month' | 'quarterly' = 'quarterly'; + if (isAsap) timeline = 'immediate'; + else if (parts['Timeline']?.toLowerCase().includes('month')) timeline = 'this_month'; + + return { + id: `LEAD-${String(idx + 1).padStart(3, '0')}`, + company: parts['Company'] || 'Unknown Company', + contact: parts['Contact'] || 'Unknown', + score: Math.min(100, score), + budget, + timeline, + fit, + nextStep: score >= 80 ? 'Schedule demo this week' : score >= 65 ? 'Send follow-up email' : 'Add to nurture sequence' + }; + }); + } + + setResults(processedResults); + setPipelineProcessing(false); + synth.playBlip(); + }, 1500); + }; + + const handleReset = () => { + synth.playClick(); + setRawText(sampleInputs[selectedPipeline]); + setResults(null); + }; + + const handleCopy = () => { + if (results) { + synth.playClick(); + navigator.clipboard.writeText(JSON.stringify(results, null, 2)); + showToast("SUCCESS // PIPELINE OUTPUT COPIED TO CLIPBOARD"); + } + }; + + const getPriorityColor = (priority: string) => { + if (priority === 'critical') return 'bg-rose-500/20 text-rose-400 border-rose-500/30'; + if (priority === 'high') return 'bg-orange-500/20 text-orange-400 border-orange-500/30'; + if (priority === 'normal') return 'bg-blue-500/20 text-blue-400 border-blue-500/30'; + return 'bg-slate-500/20 text-slate-400 border-slate-500/30'; + }; + + const getScoreColor = (score: number) => { + if (score >= 80) return 'text-emerald-400'; + if (score >= 65) return 'text-yellow-400'; + return 'text-orange-400'; + }; + + return ( +
+
+ // COGNITIVE AUTOMATION +

+ Smart Workflow Pipelines +

+

+ Transform unstructured data into actionable insights. Select a pipeline type and watch local AI extract, categorize, and score your business data in milliseconds. +

+ +
+
+ ✕ + Manual sorting: 5-10 minutes per item +
+
+ ✓ + Local AI pipeline: ~150ms per batch +
+
+ + 100% offline - zero data leaves your device +
+
+
+ +
+
+
+ INTERACTIVE PIPELINE WORKSHOP + ● LOCAL_ENGINE_ACTIVE +
+ + {/* Pipeline Type Selector */} +
+ {pipelineOptions.map((option) => ( + + ))} +
+ + {/* Input Area */} +
+ +