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index.html
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<!DOCTYPE html>
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<html lang="es">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>OCI AI + NetSuite: Estrategia Corporativa</title>
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<link rel="preconnect" href="https://fonts.googleapis.com">
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<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
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<link
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href="https://fonts.googleapis.com/css2?family=Inter:wght@300;400;600;700;900&family=JetBrains+Mono:wght@400;700&display=swap"
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rel="stylesheet">
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<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.5.1/css/all.min.css">
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| 14 |
+
<link rel="stylesheet" href="https://unpkg.com/swiper/swiper-bundle.min.css">
|
| 15 |
+
<style>
|
| 16 |
+
/* RESET & BASE */
|
| 17 |
+
:root {
|
| 18 |
+
--lr-red: #E30613;
|
| 19 |
+
--lr-black: #111111;
|
| 20 |
+
--lr-dark-gray: #333333;
|
| 21 |
+
--lr-light-gray: #F4F4F4;
|
| 22 |
+
--white: #FFFFFF;
|
| 23 |
+
|
| 24 |
+
/* TIPOGRAFÍA (clamp para responsividad controlada) */
|
| 25 |
+
--fs-base: clamp(13px, 1.8vmin, 16px);
|
| 26 |
+
/* Texto normal / p, li */
|
| 27 |
+
--fs-h1: clamp(28px, 4.0vmin, 48px);
|
| 28 |
+
/* Nivel 1 */
|
| 29 |
+
--fs-h2: clamp(20px, 3.0vmin, 32px);
|
| 30 |
+
/* Nivel 2 */
|
| 31 |
+
--fs-h3: clamp(16px, 2.2vmin, 24px);
|
| 32 |
+
/* Nivel 3 */
|
| 33 |
+
--fs-h4: clamp(14px, 1.8vmin, 20px);
|
| 34 |
+
/* Nivel 4 / subtítulos */
|
| 35 |
+
--fs-icon: clamp(16px, 2.8vmin, 28px);
|
| 36 |
+
/* Iconos dentro de la presentación */
|
| 37 |
+
--card-padding: clamp(10px, 1.6vmin, 20px);
|
| 38 |
+
--gap-default: clamp(12px, 2.2vmin, 40px);
|
| 39 |
+
}
|
| 40 |
+
|
| 41 |
+
* {
|
| 42 |
+
box-sizing: border-box;
|
| 43 |
+
}
|
| 44 |
+
|
| 45 |
+
body {
|
| 46 |
+
background-color: #2c2c2c;
|
| 47 |
+
font-family: 'Inter', sans-serif;
|
| 48 |
+
margin: 0;
|
| 49 |
+
display: flex;
|
| 50 |
+
justify-content: center;
|
| 51 |
+
align-items: center;
|
| 52 |
+
min-height: 100vh;
|
| 53 |
+
}
|
| 54 |
+
|
| 55 |
+
/* Presentación: hacer responsive manteniendo máximo fijo */
|
| 56 |
+
.presentation-container {
|
| 57 |
+
width: min(95vw, 1280px);
|
| 58 |
+
height: auto;
|
| 59 |
+
aspect-ratio: 16 / 9;
|
| 60 |
+
max-height: 80vh;
|
| 61 |
+
position: relative;
|
| 62 |
+
box-shadow: 0 0 50px rgba(0, 0, 0, 0.5);
|
| 63 |
+
background: transparent;
|
| 64 |
+
}
|
| 65 |
+
|
| 66 |
+
.presentation-container:hover .nav-button {
|
| 67 |
+
opacity: 1;
|
| 68 |
+
}
|
| 69 |
+
|
| 70 |
+
/* Slides */
|
| 71 |
+
.slide {
|
| 72 |
+
width: 100%;
|
| 73 |
+
height: 100%;
|
| 74 |
+
background-color: var(--white);
|
| 75 |
+
position: absolute;
|
| 76 |
+
top: 0;
|
| 77 |
+
left: 0;
|
| 78 |
+
opacity: 0;
|
| 79 |
+
transition: opacity 0.45s ease-in-out;
|
| 80 |
+
display: flex;
|
| 81 |
+
flex-direction: column;
|
| 82 |
+
padding-bottom: 28px;
|
| 83 |
+
overflow: hidden;
|
| 84 |
+
}
|
| 85 |
+
|
| 86 |
+
.slide.active {
|
| 87 |
+
opacity: 1;
|
| 88 |
+
}
|
| 89 |
+
|
| 90 |
+
/* NAV */
|
| 91 |
+
.nav-button {
|
| 92 |
+
position: absolute;
|
| 93 |
+
top: 50%;
|
| 94 |
+
transform: translateY(-50%);
|
| 95 |
+
background-color: rgba(0, 0, 0, 0.45);
|
| 96 |
+
color: white;
|
| 97 |
+
border: none;
|
| 98 |
+
padding: 8px;
|
| 99 |
+
cursor: pointer;
|
| 100 |
+
font-size: 20px;
|
| 101 |
+
z-index: 10;
|
| 102 |
+
opacity: 0;
|
| 103 |
+
transition: opacity 0.3s ease-in-out;
|
| 104 |
+
}
|
| 105 |
+
|
| 106 |
+
.prev {
|
| 107 |
+
left: 8px;
|
| 108 |
+
}
|
| 109 |
+
|
| 110 |
+
.next {
|
| 111 |
+
right: 8px;
|
| 112 |
+
}
|
| 113 |
+
|
| 114 |
+
/* Progress */
|
| 115 |
+
.progress-bar-container {
|
| 116 |
+
position: absolute;
|
| 117 |
+
bottom: 0;
|
| 118 |
+
left: 0;
|
| 119 |
+
width: 100%;
|
| 120 |
+
height: 5px;
|
| 121 |
+
background-color: #555;
|
| 122 |
+
z-index: 10;
|
| 123 |
+
}
|
| 124 |
+
|
| 125 |
+
.progress-bar {
|
| 126 |
+
height: 100%;
|
| 127 |
+
width: 0;
|
| 128 |
+
background-color: var(--lr-red);
|
| 129 |
+
transition: width 0.25s ease-in-out;
|
| 130 |
+
}
|
| 131 |
+
|
| 132 |
+
/* LAYOUTS */
|
| 133 |
+
.padding-box {
|
| 134 |
+
padding: 2vmin 3vmin;
|
| 135 |
+
height: 100%;
|
| 136 |
+
display: flex;
|
| 137 |
+
flex-direction: column;
|
| 138 |
+
overflow: hidden;
|
| 139 |
+
}
|
| 140 |
+
|
| 141 |
+
.responsive-text {
|
| 142 |
+
font-size: var(--fs-base);
|
| 143 |
+
}
|
| 144 |
+
|
| 145 |
+
.text-large {
|
| 146 |
+
font-size: var(--fs-h2);
|
| 147 |
+
}
|
| 148 |
+
|
| 149 |
+
/* mapear a Nivel 2 */
|
| 150 |
+
.text-medium {
|
| 151 |
+
font-size: var(--fs-h3);
|
| 152 |
+
}
|
| 153 |
+
|
| 154 |
+
/* mapear a Nivel 3 */
|
| 155 |
+
.text-small {
|
| 156 |
+
font-size: var(--fs-h4);
|
| 157 |
+
}
|
| 158 |
+
|
| 159 |
+
/* mapear a Nivel 4 */
|
| 160 |
+
|
| 161 |
+
.row {
|
| 162 |
+
display: flex;
|
| 163 |
+
gap: var(--gap-default);
|
| 164 |
+
height: 100%;
|
| 165 |
+
}
|
| 166 |
+
|
| 167 |
+
.col {
|
| 168 |
+
flex: 1;
|
| 169 |
+
display: flex;
|
| 170 |
+
flex-direction: column;
|
| 171 |
+
}
|
| 172 |
+
|
| 173 |
+
.v-center {
|
| 174 |
+
justify-content: center;
|
| 175 |
+
}
|
| 176 |
+
|
| 177 |
+
/* TIPOGRAFÍA UNIFORME */
|
| 178 |
+
h1 {
|
| 179 |
+
font-size: var(--fs-h1);
|
| 180 |
+
font-weight: 900;
|
| 181 |
+
color: var(--lr-black);
|
| 182 |
+
margin: 0;
|
| 183 |
+
line-height: 1.05;
|
| 184 |
+
letter-spacing: -0.5px;
|
| 185 |
+
text-transform: uppercase;
|
| 186 |
+
}
|
| 187 |
+
|
| 188 |
+
h2 {
|
| 189 |
+
font-size: var(--fs-h2);
|
| 190 |
+
font-weight: 700;
|
| 191 |
+
color: var(--lr-red);
|
| 192 |
+
margin: 0 0 12px 0;
|
| 193 |
+
}
|
| 194 |
+
|
| 195 |
+
h3 {
|
| 196 |
+
font-size: var(--fs-h3);
|
| 197 |
+
font-weight: 600;
|
| 198 |
+
color: var(--lr-dark-gray);
|
| 199 |
+
margin: 0 0 10px 0;
|
| 200 |
+
}
|
| 201 |
+
|
| 202 |
+
h4 {
|
| 203 |
+
font-size: var(--fs-h4);
|
| 204 |
+
font-weight: 600;
|
| 205 |
+
color: var(--lr-dark-gray);
|
| 206 |
+
margin: 0 0 8px 0;
|
| 207 |
+
}
|
| 208 |
+
|
| 209 |
+
p,
|
| 210 |
+
li {
|
| 211 |
+
font-size: var(--fs-base);
|
| 212 |
+
color: #555;
|
| 213 |
+
line-height: 1.45;
|
| 214 |
+
margin-bottom: 12px;
|
| 215 |
+
word-wrap: break-word;
|
| 216 |
+
overflow-wrap: anywhere;
|
| 217 |
+
}
|
| 218 |
+
|
| 219 |
+
/* monospace badges (mantener) */
|
| 220 |
+
.mono {
|
| 221 |
+
font-family: 'JetBrains Mono', monospace;
|
| 222 |
+
color: var(--lr-red);
|
| 223 |
+
font-weight: 700;
|
| 224 |
+
}
|
| 225 |
+
|
| 226 |
+
/* COMPONENTS */
|
| 227 |
+
.header-strip {
|
| 228 |
+
height: 10px;
|
| 229 |
+
background: linear-gradient(90deg, var(--lr-red) 30%, var(--lr-black) 30%);
|
| 230 |
+
width: 100%;
|
| 231 |
+
}
|
| 232 |
+
|
| 233 |
+
.card {
|
| 234 |
+
background: var(--lr-light-gray);
|
| 235 |
+
border-left: 5px solid var(--lr-black);
|
| 236 |
+
padding: var(--card-padding);
|
| 237 |
+
border-radius: 0 8px 8px 0;
|
| 238 |
+
margin-bottom: 14px;
|
| 239 |
+
min-height: 0;
|
| 240 |
+
/* evita que crezca por padding excesivo */
|
| 241 |
+
overflow: auto;
|
| 242 |
+
}
|
| 243 |
+
|
| 244 |
+
/* tech badge: usar variable para tamaño */
|
| 245 |
+
.tech-badge {
|
| 246 |
+
display: inline-block;
|
| 247 |
+
background: var(--lr-black);
|
| 248 |
+
color: white;
|
| 249 |
+
padding: 6px 10px;
|
| 250 |
+
font-size: var(--fs-small, 12px);
|
| 251 |
+
font-weight: bold;
|
| 252 |
+
border-radius: 4px;
|
| 253 |
+
margin-right: 5px;
|
| 254 |
+
margin-bottom: 5px;
|
| 255 |
+
}
|
| 256 |
+
|
| 257 |
+
/* DIAGRAM NODES (reducir tamaños) */
|
| 258 |
+
.arch-flow {
|
| 259 |
+
display: flex;
|
| 260 |
+
align-items: center;
|
| 261 |
+
justify-content: space-between;
|
| 262 |
+
margin-top: 18px;
|
| 263 |
+
background: #fff;
|
| 264 |
+
border: 1px dashed #ccc;
|
| 265 |
+
padding: 18px;
|
| 266 |
+
border-radius: 10px;
|
| 267 |
+
}
|
| 268 |
+
|
| 269 |
+
.node {
|
| 270 |
+
min-width: 140px;
|
| 271 |
+
max-width: 220px;
|
| 272 |
+
padding: 10px;
|
| 273 |
+
background: var(--lr-black);
|
| 274 |
+
color: white;
|
| 275 |
+
text-align: center;
|
| 276 |
+
border-radius: 6px;
|
| 277 |
+
font-size: var(--fs-h4);
|
| 278 |
+
position: relative;
|
| 279 |
+
z-index: 2;
|
| 280 |
+
}
|
| 281 |
+
|
| 282 |
+
.node.red {
|
| 283 |
+
background: var(--lr-red);
|
| 284 |
+
}
|
| 285 |
+
|
| 286 |
+
.node.blue {
|
| 287 |
+
background: #0056b3;
|
| 288 |
+
}
|
| 289 |
+
|
| 290 |
+
.connector {
|
| 291 |
+
flex: 1;
|
| 292 |
+
height: 2px;
|
| 293 |
+
background: #999;
|
| 294 |
+
margin: 0 8px;
|
| 295 |
+
position: relative;
|
| 296 |
+
}
|
| 297 |
+
|
| 298 |
+
.connector::after {
|
| 299 |
+
content: '▶';
|
| 300 |
+
position: absolute;
|
| 301 |
+
right: -8px;
|
| 302 |
+
top: -7px;
|
| 303 |
+
color: #999;
|
| 304 |
+
font-size: calc(var(--fs-base) + 2px);
|
| 305 |
+
}
|
| 306 |
+
|
| 307 |
+
/* TABLES: tamaño claro y legible */
|
| 308 |
+
table {
|
| 309 |
+
width: 100%;
|
| 310 |
+
border-collapse: collapse;
|
| 311 |
+
font-size: var(--fs-base);
|
| 312 |
+
}
|
| 313 |
+
|
| 314 |
+
th {
|
| 315 |
+
background: var(--lr-black);
|
| 316 |
+
color: white;
|
| 317 |
+
padding: 10px;
|
| 318 |
+
text-align: left;
|
| 319 |
+
font-size: var(--fs-h4);
|
| 320 |
+
}
|
| 321 |
+
|
| 322 |
+
td {
|
| 323 |
+
border-bottom: 1px solid #ddd;
|
| 324 |
+
padding: 10px;
|
| 325 |
+
color: #333;
|
| 326 |
+
}
|
| 327 |
+
|
| 328 |
+
tr:nth-child(even) {
|
| 329 |
+
background-color: #f9f9f9;
|
| 330 |
+
}
|
| 331 |
+
|
| 332 |
+
/* FOOTER */
|
| 333 |
+
.footer {
|
| 334 |
+
margin-top: auto;
|
| 335 |
+
border-top: 1px solid #ddd;
|
| 336 |
+
padding-top: 12px;
|
| 337 |
+
display: flex;
|
| 338 |
+
justify-content: space-between;
|
| 339 |
+
font-size: calc(var(--fs-base) - 1px);
|
| 340 |
+
color: #888;
|
| 341 |
+
font-family: 'JetBrains Mono', monospace;
|
| 342 |
+
}
|
| 343 |
+
|
| 344 |
+
/* ICONOVS: forzar tamaño uniforme dentro de la presentación */
|
| 345 |
+
.presentation-container i[class^="fa-"],
|
| 346 |
+
.presentation-container i[class*=" fa-"] {
|
| 347 |
+
font-size: var(--fs-icon) !important;
|
| 348 |
+
line-height: 1;
|
| 349 |
+
}
|
| 350 |
+
|
| 351 |
+
/* Pequeños ajustes responsivos extra */
|
| 352 |
+
@media (max-width: 900px) {
|
| 353 |
+
.padding-box {
|
| 354 |
+
padding: 2vmin;
|
| 355 |
+
}
|
| 356 |
+
|
| 357 |
+
.row {
|
| 358 |
+
flex-direction: column;
|
| 359 |
+
gap: 1.8vmin;
|
| 360 |
+
}
|
| 361 |
+
|
| 362 |
+
.card {
|
| 363 |
+
padding: 12px;
|
| 364 |
+
}
|
| 365 |
+
}
|
| 366 |
+
|
| 367 |
+
/* Animaciones */
|
| 368 |
+
.slider-container.shake {
|
| 369 |
+
animation: shake 0.5s ease-in-out;
|
| 370 |
+
}
|
| 371 |
+
|
| 372 |
+
@keyframes shake {
|
| 373 |
+
|
| 374 |
+
0%,
|
| 375 |
+
100% {
|
| 376 |
+
transform: translateX(0);
|
| 377 |
+
}
|
| 378 |
+
|
| 379 |
+
25% {
|
| 380 |
+
transform: translateX(-5px);
|
| 381 |
+
}
|
| 382 |
+
|
| 383 |
+
75% {
|
| 384 |
+
transform: translateX(5px);
|
| 385 |
+
}
|
| 386 |
+
}
|
| 387 |
+
</style>
|
| 388 |
+
</head>
|
| 389 |
+
|
| 390 |
+
<body>
|
| 391 |
+
|
| 392 |
+
<div class="presentation-container">
|
| 393 |
+
<!-- SLIDE 1: PORTADA -->
|
| 394 |
+
<div class="slide active">
|
| 395 |
+
<div class="header-strip"></div>
|
| 396 |
+
<div class="padding-box v-center">
|
| 397 |
+
<div style="border-left: 15px solid var(--lr-red); padding-left: 4vmin;">
|
| 398 |
+
<p class="responsive-text" style="color: #666; font-weight: 300; margin-bottom: 1vmin;">PROPUESTA
|
| 399 |
+
ESTRATÉGICA &
|
| 400 |
+
TÉCNICA</p>
|
| 401 |
+
<h1 class="text-large">OCI AI + NETSUITE<br>ECOSYSTEM</h1>
|
| 402 |
+
<p class="text-medium" style="margin-top: 3vmin; color: var(--lr-dark-gray); max-width: 90%;">
|
| 403 |
+
Integración de <strong>LLMs</strong> y <strong>Document Understanding</strong>: De la solución
|
| 404 |
+
Nativa a la Arquitectura Híbrida con LangChain.
|
| 405 |
+
</p>
|
| 406 |
+
</div>
|
| 407 |
+
|
| 408 |
+
<div style="display: flex; gap: 3vmin; margin-top: 8vmin; padding-left: 7.5vmin;">
|
| 409 |
+
<div class="card" style="background: white; border: 2px solid #eee; width: 25vmin;">
|
| 410 |
+
<i class="fa-solid fa-layer-group"
|
| 411 |
+
style="color: var(--lr-red); font-size: 3vmin; margin-bottom: 1vmin;"></i><br>
|
| 412 |
+
<strong class="responsive-text">Arquitectura</strong><br><span class="text-small">Nativa vs
|
| 413 |
+
Híbrida</span>
|
| 414 |
+
</div>
|
| 415 |
+
<div class="card" style="background: white; border: 2px solid #eee; width: 25vmin;">
|
| 416 |
+
<i class="fa-solid fa-code"
|
| 417 |
+
style="color: var(--lr-red); font-size: 3vmin; margin-bottom: 1vmin;"></i><br>
|
| 418 |
+
<strong class="responsive-text">LangChain</strong><br><span class="text-small">Orquestación
|
| 419 |
+
Avanzada</span>
|
| 420 |
+
</div>
|
| 421 |
+
<div class="card" style="background: white; border: 2px solid #eee; width: 25vmin;">
|
| 422 |
+
<i class="fa-solid fa-chart-line"
|
| 423 |
+
style="color: var(--lr-red); font-size: 3vmin; margin-bottom: 1vmin;"></i><br>
|
| 424 |
+
<strong class="responsive-text">Costos Reales</strong><br><span class="text-small">OCR vs
|
| 425 |
+
GenAI</span>
|
| 426 |
+
</div>
|
| 427 |
+
</div>
|
| 428 |
+
</div>
|
| 429 |
+
<div class="padding-box" style="height: auto;">
|
| 430 |
+
<div class="footer">
|
| 431 |
+
<span>LATAMREADY TECHNICAL DECK</span>
|
| 432 |
+
<span>PREPARED FOR EXECUTIVE REVIEW</span>
|
| 433 |
+
</div>
|
| 434 |
+
</div>
|
| 435 |
+
</div>
|
| 436 |
+
|
| 437 |
+
<!-- SLIDE 2: RESUMEN EJECUTIVO -->
|
| 438 |
+
<div class="slide">
|
| 439 |
+
<div class="header-strip"></div>
|
| 440 |
+
<div class="padding-box">
|
| 441 |
+
<h2 class="text-large">RESUMEN EJECUTIVO</h2>
|
| 442 |
+
<p class="responsive-text">Visión pragmática para la toma de decisiones: ¿Qué ganamos y cuánto cuesta?
|
| 443 |
+
</p>
|
| 444 |
+
|
| 445 |
+
<div class="row" style="margin-top: 3vmin;">
|
| 446 |
+
<div class="col">
|
| 447 |
+
<div class="card">
|
| 448 |
+
<h3><i class="fa-solid fa-bullseye"></i> El Objetivo</h3>
|
| 449 |
+
<p class="text-small">Automatizar la ingesta de documentos (OCR) y el análisis de datos
|
| 450 |
+
(LLM) directamente en
|
| 451 |
+
NetSuite, eliminando digitación manual y acelerando la toma de decisiones.</p>
|
| 452 |
+
</div>
|
| 453 |
+
<div class="card" style="border-left-color: var(--lr-red);">
|
| 454 |
+
<h3><i class="fa-solid fa-road"></i> Rutas de Implementación</h3>
|
| 455 |
+
<ul class="text-small">
|
| 456 |
+
<li><strong>Ruta Rápida (Nativa):</strong> Usar módulos SuiteScript 2.1
|
| 457 |
+
(<code>N/llm</code>,
|
| 458 |
+
<code>N/documentCapture</code>). Ideal para MVP.
|
| 459 |
+
</li>
|
| 460 |
+
<li><strong>Ruta Robusta (Híbrida):</strong> Python en OCI Functions. Necesaria para
|
| 461 |
+
lógica
|
| 462 |
+
compleja o modelos externos.</li>
|
| 463 |
+
</ul>
|
| 464 |
+
</div>
|
| 465 |
+
</div>
|
| 466 |
+
<div class="col">
|
| 467 |
+
<div class="card">
|
| 468 |
+
<h3><i class="fa-solid fa-money-bill-wave"></i> Estructura de Costos</h3>
|
| 469 |
+
<p class="text-small"><strong>Separados y Predecibles:</strong></p>
|
| 470 |
+
<ul class="text-small">
|
| 471 |
+
<li><strong>OCR:</strong> Se paga por página (~$0.01 - $0.025/pág).</li>
|
| 472 |
+
<li><strong>GenAI:</strong> Se paga por transacción/carácter. Llama 3 es muy económico
|
| 473 |
+
(~$0.03/1M chars).</li>
|
| 474 |
+
<li><strong>Infraestructura:</strong> OCI Functions solo cobra por milisegundos de
|
| 475 |
+
ejecución.</li>
|
| 476 |
+
</ul>
|
| 477 |
+
</div>
|
| 478 |
+
<div class="card">
|
| 479 |
+
<h3><i class="fa-solid fa-industry"></i> Aplicaciones Clave</h3>
|
| 480 |
+
<p class="text-small">Procesamiento de facturas, extracción de tablas en contratos,
|
| 481 |
+
clasificación de correos de
|
| 482 |
+
soporte, chatbots internos RAG.</p>
|
| 483 |
+
</div>
|
| 484 |
+
</div>
|
| 485 |
+
</div>
|
| 486 |
+
<div class="footer">
|
| 487 |
+
<span>EXECUTIVE SUMMARY</span>
|
| 488 |
+
<span>PAGE 02</span>
|
| 489 |
+
</div>
|
| 490 |
+
</div>
|
| 491 |
+
</div>
|
| 492 |
+
|
| 493 |
+
<!-- SLIDE 3: ARQUITECTURA NATIVA -->
|
| 494 |
+
<div class="slide">
|
| 495 |
+
<div class="header-strip"></div>
|
| 496 |
+
<div class="padding-box">
|
| 497 |
+
<div style="display:flex; justify-content:space-between; align-items:center;">
|
| 498 |
+
<h2 class="text-large">OPCIÓN A: ARQUITECTURA NATIVA</h2>
|
| 499 |
+
<span class="tech-badge" style="font-size: 2.5vmin;">SUITESCRIPT 2.1</span>
|
| 500 |
+
</div>
|
| 501 |
+
|
| 502 |
+
<div class="row">
|
| 503 |
+
<div class="col">
|
| 504 |
+
<p class="responsive-text">Uso directo de los módulos integrados en NetSuite 2024.1+. Sin
|
| 505 |
+
servidores externos.</p>
|
| 506 |
+
|
| 507 |
+
<div class="card" style="background: #fff; border: 1px solid #ddd;">
|
| 508 |
+
<h3 class="mono">N/documentCapture</h3>
|
| 509 |
+
<p class="text-small">Para digitalización. Envías un PDF y recibes un JSON con campos y
|
| 510 |
+
tablas.</p>
|
| 511 |
+
<ul class="text-small">
|
| 512 |
+
<li><i class="fa-solid fa-check" style="color: green;"></i> Integrado en UI de NetSuite.
|
| 513 |
+
</li>
|
| 514 |
+
<li><i class="fa-solid fa-xmark" style="color: red;"></i> Solo soporta modelos
|
| 515 |
+
pre-entrenados de OCI (Facturas, Recibos, Driver ID, Pasaportes).</li>
|
| 516 |
+
</ul>
|
| 517 |
+
</div>
|
| 518 |
+
|
| 519 |
+
<div class="card" style="background: #fff; border: 1px solid #ddd;">
|
| 520 |
+
<h3 class="mono">N/llm</h3>
|
| 521 |
+
<p class="text-small">Para generación de texto y chat.</p>
|
| 522 |
+
<ul class="text-small">
|
| 523 |
+
<li><i class="fa-solid fa-check" style="color: green;"></i> Fácil de usar:
|
| 524 |
+
<code>llm.generateText()</code>.
|
| 525 |
+
</li>
|
| 526 |
+
<li><i class="fa-solid fa-xmark" style="color: red;"></i> Limitado a modelos OCI
|
| 527 |
+
(Cohere/Llama). Timeout de script de 45s/5m.</li>
|
| 528 |
+
</ul>
|
| 529 |
+
</div>
|
| 530 |
+
</div>
|
| 531 |
+
<div class="col v-center">
|
| 532 |
+
<div class="arch-flow" style="flex-direction: column; gap: 2vmin;">
|
| 533 |
+
<div class="node red">Usuario NetSuite</div>
|
| 534 |
+
<div style="font-size: 3vmin; color: #999;">⬇</div>
|
| 535 |
+
<div class="node">SuiteScript<br>(UserEvent / Suitelet)</div>
|
| 536 |
+
<div style="font-size: 3vmin; color: #999;">⬇ Invoca Módulos</div>
|
| 537 |
+
<div class="row" style="width: 100%; justify-content: center; gap: 1vmin;">
|
| 538 |
+
<div class="node blue" style="width: 20vmin;">OCI GenAI</div>
|
| 539 |
+
<div class="node blue" style="width: 20vmin;">OCI Doc AI</div>
|
| 540 |
+
</div>
|
| 541 |
+
</div>
|
| 542 |
+
<p style="text-align: center; font-size: 2vmin; margin-top: 1vmin;"><strong>Veredicto:</strong>
|
| 543 |
+
Ideal
|
| 544 |
+
para tareas simples y rápidas.</p>
|
| 545 |
+
</div>
|
| 546 |
+
</div>
|
| 547 |
+
<div class="footer">
|
| 548 |
+
<span>NATIVE ARCHITECTURE</span>
|
| 549 |
+
<span>PAGE 03</span>
|
| 550 |
+
</div>
|
| 551 |
+
</div>
|
| 552 |
+
</div>
|
| 553 |
+
|
| 554 |
+
<!-- SLIDE 4: ARQUITECTURA HÍBRIDA & LANGCHAIN -->
|
| 555 |
+
<div class="slide">
|
| 556 |
+
<div class="header-strip"></div>
|
| 557 |
+
<div class="padding-box">
|
| 558 |
+
<div style="display:flex; justify-content:space-between; align-items:center;">
|
| 559 |
+
<h2 class="text-large">OPCIÓN B: HÍBRIDA CON LANGCHAIN</h2>
|
| 560 |
+
<span class="tech-badge" style="font-size: 2.5vmin;">PYTHON + LANGCHAIN</span>
|
| 561 |
+
</div>
|
| 562 |
+
|
| 563 |
+
<p class="responsive-text"><strong>El problema:</strong> NetSuite no procesa vectores, no corre Python,
|
| 564 |
+
y sus timeouts son
|
| 565 |
+
cortos.<br>
|
| 566 |
+
<strong>La solución:</strong> Delegar la "inteligencia" a OCI Functions usando
|
| 567 |
+
<code>langchain-oracle</code>.
|
| 568 |
+
</p>
|
| 569 |
+
|
| 570 |
+
<div class="arch-flow">
|
| 571 |
+
<div class="node red">NetSuite<br>(N/https)</div>
|
| 572 |
+
<div class="connector">JSON Payload</div>
|
| 573 |
+
<div class="node">OCI API Gateway<br>(Seguridad)</div>
|
| 574 |
+
<div class="connector">Trigger</div>
|
| 575 |
+
<div class="node blue">OCI Functions<br>(Python)</div>
|
| 576 |
+
<div class="connector">LangChain</div>
|
| 577 |
+
<div class="node" style="background: #444;">Multi-LLM<br>OCI/OpenAI</div>
|
| 578 |
+
</div>
|
| 579 |
+
|
| 580 |
+
<div class="row" style="margin-top: 3vmin;">
|
| 581 |
+
<div class="col">
|
| 582 |
+
<div class="card" style="height: 100%;">
|
| 583 |
+
<h3><i class="fa-brands fa-python"></i> Librería `langchain-oracle`</h3>
|
| 584 |
+
<p class="text-small">Es el conector oficial. Permite:</p>
|
| 585 |
+
<ol class="text-small">
|
| 586 |
+
<li>Cargar documentos desde Object Storage.</li>
|
| 587 |
+
<li>Generar Embeddings (Vectores).</li>
|
| 588 |
+
<li>Conectar a <strong>Oracle Database 23ai</strong> para Vector Search.</li>
|
| 589 |
+
<li>Orquestar cadenas de pensamiento (Chain of Thought).</li>
|
| 590 |
+
</ol>
|
| 591 |
+
</div>
|
| 592 |
+
</div>
|
| 593 |
+
<div class="col">
|
| 594 |
+
<div class="card" style="height: 100%;">
|
| 595 |
+
<h3><i class="fa-solid fa-code-branch"></i> Ventajas Híbridas</h3>
|
| 596 |
+
<ul class="text-small">
|
| 597 |
+
<li><strong>Agnóstico:</strong> Tu código Python puede llamar a OCI GenAI hoy, y a
|
| 598 |
+
OpenAI
|
| 599 |
+
mañana.</li>
|
| 600 |
+
<li><strong>Potencia:</strong> Usa Pandas para limpiar tablas complejas del OCR antes de
|
| 601 |
+
devolverlas a NetSuite.</li>
|
| 602 |
+
<li><strong>Memoria:</strong> LangChain maneja el historial del chat (Memory), algo
|
| 603 |
+
difícil
|
| 604 |
+
de hacer en SuiteScript puro.</li>
|
| 605 |
+
</ul>
|
| 606 |
+
</div>
|
| 607 |
+
</div>
|
| 608 |
+
</div>
|
| 609 |
+
<div class="footer">
|
| 610 |
+
<span>HYBRID ARCHITECTURE & LANGCHAIN</span>
|
| 611 |
+
<span>PAGE 04</span>
|
| 612 |
+
</div>
|
| 613 |
+
</div>
|
| 614 |
+
</div>
|
| 615 |
+
|
| 616 |
+
<!-- SLIDE 5: ECOSISTEMA MULTI-PROVEEDOR -->
|
| 617 |
+
<div class="slide">
|
| 618 |
+
<div class="header-strip"></div>
|
| 619 |
+
<div class="padding-box">
|
| 620 |
+
<h2>ECOSISTEMA MULTI-PROVEEDOR</h2>
|
| 621 |
+
<p>OCI es la base segura, pero la arquitectura híbrida nos permite conectar todo.</p>
|
| 622 |
+
|
| 623 |
+
<div class="row" style="gap: 20px;">
|
| 624 |
+
<!-- OCI NATIVE -->
|
| 625 |
+
<div class="col">
|
| 626 |
+
<div
|
| 627 |
+
style="background: #FFF0F0; border-top: 5px solid var(--lr-red); padding: 20px; height: 100%;">
|
| 628 |
+
<h3>OCI Managed (Nativo)</h3>
|
| 629 |
+
<p style="font-size: 14px;">Modelos alojados y gestionados por Oracle. Privacidad total.</p>
|
| 630 |
+
<hr style="border:0; border-top:1px solid #ddd;">
|
| 631 |
+
<ul class="mono" style="list-style: none; padding: 0; color: #333; font-size: 14px;">
|
| 632 |
+
<li><i class="fa-solid fa-check-circle" style="color: var(--lr-red);"></i> Meta Llama 3
|
| 633 |
+
(70B/8B)</li>
|
| 634 |
+
<li><i class="fa-solid fa-check-circle" style="color: var(--lr-red);"></i> Cohere
|
| 635 |
+
Command R+
|
| 636 |
+
</li>
|
| 637 |
+
<li><i class="fa-solid fa-check-circle" style="color: var(--lr-red);"></i> Cohere Embed
|
| 638 |
+
v3
|
| 639 |
+
</li>
|
| 640 |
+
</ul>
|
| 641 |
+
</div>
|
| 642 |
+
</div>
|
| 643 |
+
|
| 644 |
+
<!-- OCI DATA SCIENCE -->
|
| 645 |
+
<div class="col">
|
| 646 |
+
<div style="background: #F4F4F4; border-top: 5px solid #555; padding: 20px; height: 100%;">
|
| 647 |
+
<h3>OCI Data Science (BYOM)</h3>
|
| 648 |
+
<p style="font-size: 14px;">"Bring Your Own Model". Despliega modelos de HuggingFace en GPUs
|
| 649 |
+
dedicadas.</p>
|
| 650 |
+
<hr style="border:0; border-top:1px solid #ddd;">
|
| 651 |
+
<ul class="mono" style="list-style: none; padding: 0; color: #333; font-size: 14px;">
|
| 652 |
+
<li><i class="fa-solid fa-flask" style="color: #555;"></i> Mistral / Mixtral</li>
|
| 653 |
+
<li><i class="fa-solid fa-flask" style="color: #555;"></i> Falcon</li>
|
| 654 |
+
<li><i class="fa-solid fa-flask" style="color: #555;"></i> Google Gemma</li>
|
| 655 |
+
</ul>
|
| 656 |
+
</div>
|
| 657 |
+
</div>
|
| 658 |
+
|
| 659 |
+
<!-- EXTERNAL -->
|
| 660 |
+
<div class="col">
|
| 661 |
+
<div style="background: #E8F4FF; border-top: 5px solid #0056b3; padding: 20px; height: 100%;">
|
| 662 |
+
<h3>Externos (Vía Python)</h3>
|
| 663 |
+
<p style="font-size: 14px;">Conexión vía API desde OCI Functions usando LangChain wrappers.
|
| 664 |
+
</p>
|
| 665 |
+
<hr style="border:0; border-top:1px solid #ddd;">
|
| 666 |
+
<ul class="mono" style="list-style: none; padding: 0; color: #333; font-size: 14px;">
|
| 667 |
+
<li><i class="fa-solid fa-globe" style="color: #0056b3;"></i> OpenAI (GPT-4o)</li>
|
| 668 |
+
<li><i class="fa-solid fa-globe" style="color: #0056b3;"></i> Google Gemini Pro</li>
|
| 669 |
+
<li><i class="fa-solid fa-globe" style="color: #0056b3;"></i> Anthropic Claude</li>
|
| 670 |
+
</ul>
|
| 671 |
+
</div>
|
| 672 |
+
</div>
|
| 673 |
+
</div>
|
| 674 |
+
<div class="footer">
|
| 675 |
+
<span>MULTI-PROVIDER LANDSCAPE</span>
|
| 676 |
+
<span>PAGE 05</span>
|
| 677 |
+
</div>
|
| 678 |
+
</div>
|
| 679 |
+
</div>
|
| 680 |
+
|
| 681 |
+
<!-- SLIDE 6: COSTOS REALES -->
|
| 682 |
+
<div class="slide">
|
| 683 |
+
<div class="header-strip"></div>
|
| 684 |
+
<div class="padding-box">
|
| 685 |
+
<h2>ESTRUCTURA DE COSTOS REALES</h2>
|
| 686 |
+
<p>Separación crítica para el presupuesto: <strong>Páginas (OCR)</strong> vs. <strong>Transacciones
|
| 687 |
+
(LLM)</strong>.</p>
|
| 688 |
+
|
| 689 |
+
<table style="margin-top: 20px;">
|
| 690 |
+
<thead>
|
| 691 |
+
<tr>
|
| 692 |
+
<th style="width: 20%;">Servicio</th>
|
| 693 |
+
<th style="width: 20%;">Unidad de Cobro</th>
|
| 694 |
+
<th style="width: 20%;">Precio Estimado*</th>
|
| 695 |
+
<th>Notas Críticas</th>
|
| 696 |
+
</tr>
|
| 697 |
+
</thead>
|
| 698 |
+
<tbody>
|
| 699 |
+
<tr>
|
| 700 |
+
<td style="font-weight: bold; color: var(--lr-red);">OCI Document Understanding (OCR)</td>
|
| 701 |
+
<td>Por Página</td>
|
| 702 |
+
<td>$10 - $25 USD<br><small>per 1,000 pages</small></td>
|
| 703 |
+
<td>Varía si es solo texto (barato) o extracción de campos clave/tablas (más caro). Las
|
| 704 |
+
facturas
|
| 705 |
+
requieren extracción de campos.</td>
|
| 706 |
+
</tr>
|
| 707 |
+
<tr>
|
| 708 |
+
<td style="font-weight: bold; color: #0056b3;">OCI GenAI (Llama 3 70B)</td>
|
| 709 |
+
<td>Por Transacción<br>(Carácter)</td>
|
| 710 |
+
<td>~$0.03 USD<br><small>per 1M chars</small></td>
|
| 711 |
+
<td>Modelo Open Source hosteado. Extremadamente barato para resúmenes y clasificación.</td>
|
| 712 |
+
</tr>
|
| 713 |
+
<tr>
|
| 714 |
+
<td style="font-weight: bold; color: #0056b3;">OCI GenAI (Cohere Command R)</td>
|
| 715 |
+
<td>Por Transacción<br>(Carácter)</td>
|
| 716 |
+
<td>~$0.50 - $2.00 USD<br><small>per 1M chars</small></td>
|
| 717 |
+
<td>Modelo propietario. Mejor razonamiento, pero más costoso. Usar solo para tareas
|
| 718 |
+
complejas.
|
| 719 |
+
</td>
|
| 720 |
+
</tr>
|
| 721 |
+
</tbody>
|
| 722 |
+
</table>
|
| 723 |
+
|
| 724 |
+
<div class="card" style="margin-top: 20px; background: #fff3cd; border-left-color: #ffc107;">
|
| 725 |
+
<strong><i class="fa-solid fa-lightbulb"></i> Insight de Costos:</strong>
|
| 726 |
+
Para procesar 1,000 facturas, gastarás mucho más en el OCR (lectura) que en el LLM (análisis).
|
| 727 |
+
<em>Estrategia:</em> Usa OCR solo para extraer datos crudos y pásaselos a Llama 3 (barato) para
|
| 728 |
+
validaciones lógicas.
|
| 729 |
+
</div>
|
| 730 |
+
|
| 731 |
+
<div class="footer">
|
| 732 |
+
<span>COST ANALYSIS</span>
|
| 733 |
+
<span>PAGE 06</span>
|
| 734 |
+
</div>
|
| 735 |
+
</div>
|
| 736 |
+
</div>
|
| 737 |
+
|
| 738 |
+
<!-- SLIDE 7: ROADMAP Y CIERRE -->
|
| 739 |
+
<div class="slide">
|
| 740 |
+
<div class="header-strip"></div>
|
| 741 |
+
<div class="padding-box">
|
| 742 |
+
<h2>ROADMAP DE IMPLEMENTACIÓN</h2>
|
| 743 |
+
|
| 744 |
+
<div class="row" style="gap: 30px; margin-top: 30px;">
|
| 745 |
+
<div class="col">
|
| 746 |
+
<div style="border: 2px solid #ddd; padding: 20px; border-radius: 8px; position: relative;">
|
| 747 |
+
<div
|
| 748 |
+
style="position: absolute; top: -15px; background: var(--lr-red); color: white; padding: 2px 10px; font-weight: bold;">
|
| 749 |
+
FASE 1</div>
|
| 750 |
+
<h3>MVP Nativo</h3>
|
| 751 |
+
<p>Usar <code>N/documentCapture</code> para digitalizar facturas entrantes. Sin código
|
| 752 |
+
externo.
|
| 753 |
+
Rápido "time-to-market".</p>
|
| 754 |
+
</div>
|
| 755 |
+
</div>
|
| 756 |
+
<div class="col">
|
| 757 |
+
<div style="border: 2px solid #333; padding: 20px; border-radius: 8px; position: relative;">
|
| 758 |
+
<div
|
| 759 |
+
style="position: absolute; top: -15px; background: #333; color: white; padding: 2px 10px; font-weight: bold;">
|
| 760 |
+
FASE 2</div>
|
| 761 |
+
<h3>Inteligencia Híbrida</h3>
|
| 762 |
+
<p>Desplegar OCI Functions con <code>langchain-oracle</code>. Conectar a Oracle Database
|
| 763 |
+
23ai
|
| 764 |
+
para hacer RAG sobre manuales o políticas internas.</p>
|
| 765 |
+
</div>
|
| 766 |
+
</div>
|
| 767 |
+
<div class="col">
|
| 768 |
+
<div style="border: 2px dashed #999; padding: 20px; border-radius: 8px; position: relative;">
|
| 769 |
+
<div
|
| 770 |
+
style="position: absolute; top: -15px; background: #999; color: white; padding: 2px 10px; font-weight: bold;">
|
| 771 |
+
FASE 3</div>
|
| 772 |
+
<h3>Escalado Multi-Modelo</h3>
|
| 773 |
+
<p>Evaluar si Llama 3 es suficiente o si se requiere GPT-4o para casos edge. Ajustar el
|
| 774 |
+
enrutador en Python.</p>
|
| 775 |
+
</div>
|
| 776 |
+
</div>
|
| 777 |
+
</div>
|
| 778 |
+
|
| 779 |
+
<div style="margin-top: auto; text-align: center;">
|
| 780 |
+
<p style="font-size: 16px; color: #666;">
|
| 781 |
+
<strong>Conclusión:</strong> La arquitectura híbrida es la única que garantiza escalabilidad a
|
| 782 |
+
largo
|
| 783 |
+
plazo sin quedar atados a las limitaciones de SuiteScript, aprovechando costos bajos de OCI.
|
| 784 |
+
</p>
|
| 785 |
+
<div style="border-top: 1px solid #ccc; width: 50%; margin: 20px auto 0;"></div>
|
| 786 |
+
<p style="font-weight: bold; margin-top: 10px;">Jairo Mendoza | LatamReady</p>
|
| 787 |
+
</div>
|
| 788 |
+
|
| 789 |
+
<div class="footer">
|
| 790 |
+
<span>ROADMAP & CONCLUSION</span>
|
| 791 |
+
<span>PAGE 07</span>
|
| 792 |
+
</div>
|
| 793 |
+
</div>
|
| 794 |
+
</div>
|
| 795 |
+
|
| 796 |
+
<button class="nav-button prev"><i class="fas fa-chevron-left"></i></button>
|
| 797 |
+
<button class="nav-button next"><i class="fas fa-chevron-right"></i></button>
|
| 798 |
+
|
| 799 |
+
<div class="progress-bar-container">
|
| 800 |
+
<div class="progress-bar"></div>
|
| 801 |
+
</div>
|
| 802 |
+
</div>
|
| 803 |
+
|
| 804 |
+
<script>
|
| 805 |
+
const slides = document.querySelectorAll('.slide');
|
| 806 |
+
const prevButton = document.querySelector('.prev');
|
| 807 |
+
const nextButton = document.querySelector('.next');
|
| 808 |
+
const progressBar = document.querySelector('.progress-bar');
|
| 809 |
+
const presentationContainer = document.querySelector('.presentation-container');
|
| 810 |
+
let currentIndex = 0;
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| 811 |
+
|
| 812 |
+
function showSlide(index) {
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| 813 |
+
slides.forEach((slide, i) => {
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| 814 |
+
slide.classList.toggle('active', i === index);
|
| 815 |
+
});
|
| 816 |
+
const progressPercentage = ((index + 1) / slides.length) * 100;
|
| 817 |
+
progressBar.style.width = `${progressPercentage}%`;
|
| 818 |
+
}
|
| 819 |
+
|
| 820 |
+
function nextSlide() {
|
| 821 |
+
if (currentIndex < slides.length - 1) {
|
| 822 |
+
currentIndex++;
|
| 823 |
+
showSlide(currentIndex);
|
| 824 |
+
} else {
|
| 825 |
+
presentationContainer.classList.add('shake');
|
| 826 |
+
setTimeout(() => {
|
| 827 |
+
presentationContainer.classList.remove('shake');
|
| 828 |
+
}, 500);
|
| 829 |
+
}
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| 830 |
+
}
|
| 831 |
+
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| 832 |
+
function prevSlide() {
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| 833 |
+
if (currentIndex > 0) {
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| 834 |
+
currentIndex--;
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+
showSlide(currentIndex);
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| 836 |
+
}
|
| 837 |
+
}
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| 838 |
+
|
| 839 |
+
nextButton.addEventListener('click', nextSlide);
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| 840 |
+
prevButton.addEventListener('click', prevSlide);
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| 841 |
+
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| 842 |
+
document.addEventListener('keydown', (event) => {
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| 843 |
+
if (event.key === 'ArrowRight') {
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| 844 |
+
nextSlide();
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| 845 |
+
} else if (event.key === 'ArrowLeft') {
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| 846 |
+
prevSlide();
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| 847 |
+
}
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| 848 |
+
});
|
| 849 |
+
|
| 850 |
+
// Initialize the slider
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| 851 |
+
showSlide(currentIndex);
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| 852 |
+
</script>
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| 853 |
+
</body>
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| 854 |
+
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| 855 |
+
</html>
|