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import { useState } from "react";
import { useNavigate } from "react-router-dom";
import { Button } from "@/components/ui/button";
import { Badge } from "@/components/ui/badge";
import { Card, CardContent } from "@/components/ui/card";
import { Menu } from "lucide-react";
export function Technology() {
const [activeTab, setActiveTab] = useState("Hardware");
const navigate = useNavigate();
return (
<div className="min-h-screen bg-gray-50">
{/* Navigation */}
<nav className="bg-white border-b border-gray-200">
<div className="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
<div className="flex justify-between items-center h-20">
{/* Logo */}
<div className="flex items-center">
<img
src="/assets/logo.png"
alt="EdgeLLM Logo"
className="h-20 w-20"
onError={(e) => {
console.error("Logo failed to load");
e.currentTarget.style.display = "none";
}}
/>
</div>
{/* Navigation Links */}
<div className="hidden md:flex items-center space-x-8">
<button
onClick={() => navigate("/")}
className="text-gray-700 hover:text-purple-600 font-medium"
>
Home
</button>
<span className="text-white bg-purple-600 px-4 py-2 rounded-md font-medium">
Technology
</span>
<button
onClick={() => navigate("/usecases")}
className="text-gray-700 hover:text-purple-600 font-medium transition-colors"
>
Use Cases
</button>
<Button
variant="outline"
onClick={() => navigate("/mydevice")}
className="border-purple-600 text-purple-600 hover:bg-purple-50"
>
My Device
</Button>
</div>
{/* Mobile menu button */}
<div className="md:hidden">
<Button variant="ghost" size="sm">
<Menu className="h-5 w-5" />
</Button>
</div>
</div>
</div>
</nav>
{/* Header Section */}
<div className="py-24 px-4 sm:px-6 lg:px-8">
<div className="max-w-4xl mx-auto text-center">
{/* Title */}
<h1 className="text-4xl md:text-5xl font-bold text-black mb-6">
Our Technology
</h1>
<p className="text-xl text-purple-700 font-semibold max-w-2xl mx-auto mb-8">
Low-cost FPGA-based design, optimized for Large Language Models
on-device.
</p>
{/* Tabs */}
<div className="flex justify-center mb-12">
<div className="bg-white rounded-lg p-1 shadow-sm">
{["Hardware", "Software"].map((tab) => (
<button
key={tab}
onClick={() => setActiveTab(tab)}
className={`px-6 py-2 rounded-md text-sm font-medium transition-all ${
activeTab === tab
? "bg-purple-600 text-white"
: "text-gray-700 hover:text-purple-600"
}`}
>
{tab}
</button>
))}
</div>
</div>
</div>
</div>
{/* Tab Content */}
<div className="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 mb-16">
{activeTab === "Hardware" && (
<div className="grid grid-cols-1 lg:grid-cols-2 gap-12 items-start">
{/* Hardware Text Content */}
<div>
<h2 className="text-3xl font-semibold text-purple-600 mb-6">
Hardware Description
</h2>
<p className="text-lg text-gray-800 leading-relaxed">
EdgeMate is an ultra–low-budget single-board computer designed
specifically for large language model (LLM) deployment. Despite
its compact form factor and low power consumption, we provide:
</p>
<ul className="mt-6 space-y-3 text-lg text-gray-800">
<li className="flex items-start">
<span className="text-purple-600 mr-2">•</span>
Accelerated inference performance — delivering up to 15 tokens
per second on a 30B model, thanks to its optimized FPGA-based
AI engine.
</li>
<li className="flex items-start">
<span className="text-purple-600 mr-2">•</span>
High memory capacity — up to 40GB RAM, enabling hosting of
LLMs up to ≥30B parameters.
</li>
<li className="flex items-start">
<span className="text-purple-600 mr-2">•</span>
Cost efficiency — making advanced AI workloads accessible at
low cost.
</li>
</ul>
</div>
{/* Hardware Specifications Card */}
<Card className="bg-gradient-to-br from-purple-50 to-blue-50 border-0 shadow-lg">
<CardContent className="p-8 space-y-6">
<div className="flex flex-col space-y-4">
<div className="flex justify-between items-start">
<span className="text-lg font-bold text-gray-900">
Chip
</span>
<span className="text-base text-gray-700">
AMD Zynq UltraScale+ XCZU3EG
</span>
</div>
<div className="flex justify-between items-start">
<span className="text-lg font-bold text-gray-900">
Processor
</span>
<div className="text-base text-gray-700 text-right">
<div>Quad-core 64-bit Arm Cortex-A53 CPU</div>
<div>Dual-core 64-bit Arm Cortex-R5 CPU</div>
<div>ARM Mali-400 GPU</div>
</div>
</div>
<div className="flex justify-between items-start">
<span className="text-lg font-bold text-gray-900">
FPGA Fabric
</span>
<span className="text-base text-gray-700">
70K LUT, 360 DSP slices
</span>
</div>
<div className="flex justify-between items-start">
<span className="text-lg font-bold text-gray-900">
Memory
</span>
<div className="text-base text-gray-700 text-right">
<div>8 GB 64-bit DDR4 (2400 Mbps) on CPU side</div>
<div>
8 GB / 16 GB / 32 GB DDR4 (2133 Mbps) on FPGA side
(SODIMM)
</div>
</div>
</div>
<div className="flex justify-between items-start">
<span className="text-lg font-bold text-gray-900">
Storage
</span>
<div className="text-base text-gray-700 text-right">
<div>256 GB PCIe 2.0 x1 NVMe SSD</div>
<div>MicroSD card slot</div>
</div>
</div>
<div className="flex justify-between items-start">
<span className="text-lg font-bold text-gray-900">I/O</span>
<div className="text-base text-gray-700 text-right">
<div>USB 2.0 / 3.0 via Type-C</div>
<div>Mini DisplayPort</div>
</div>
</div>
</div>
</CardContent>
</Card>
</div>
)}
{activeTab === "Software" && (
<div className="grid grid-cols-1 lg:grid-cols-2 gap-12 items-start">
{/* Software Text Content */}
<div>
<h2 className="text-3xl font-semibold text-purple-600 mb-6">
Software Stack
</h2>
<p className="text-lg text-gray-800 leading-relaxed">
Our comprehensive software platform enables non-experts to
personalize, test, and deploy LLM agents to edge devices with an
intuitive web-based interface:
</p>
<ul className="mt-6 space-y-3 text-lg text-gray-800">
<li className="flex items-start">
<span className="text-purple-600 mr-2">•</span>
React 18 + TypeScript frontend with shadcn/ui design system
for modern, accessible components.
</li>
<li className="flex items-start">
<span className="text-purple-600 mr-2">•</span>
FastAPI + Python 3.11+ backend with hybrid inference routing
between local FPGA and cloud APIs.
</li>
<li className="flex items-start">
<span className="text-purple-600 mr-2">•</span>
Integrated RAG system using LangChain, FAISS, and HuggingFace
Transformers for document processing.
</li>
<li className="flex items-start">
<span className="text-purple-600 mr-2">•</span>
Docker containerization with deployment on Hugging Face Spaces
for accessible demonstrations.
</li>
</ul>
</div>
{/* Software Features Card */}
<Card className="bg-gradient-to-br from-purple-50 to-blue-50 border-0 shadow-lg">
<CardContent className="p-8 space-y-6">
<div className="flex flex-col space-y-4">
<div className="flex justify-between items-start">
<span className="text-lg font-semibold text-gray-900">
Frontend Stack
</span>
<div className="text-base text-gray-700 text-right">
<div>React 18 + TypeScript</div>
<div>shadcn/ui + Radix UI</div>
<div>Tailwind CSS + Vite</div>
</div>
</div>
<div className="flex justify-between items-start">
<span className="text-lg font-semibold text-gray-900">
Backend Stack
</span>
<div className="text-base text-gray-700 text-right">
<div>FastAPI + Python 3.11+</div>
<div>HuggingFace Transformers</div>
<div>OpenAI-compatible APIs</div>
</div>
</div>
<div className="flex justify-between items-start">
<span className="text-lg font-semibold text-gray-900">
AI/ML Components
</span>
<div className="text-base text-gray-700 text-right">
<div>LangChain + FAISS</div>
<div>sentence-transformers</div>
<div>Quantization Support</div>
</div>
</div>
<div className="flex justify-between items-start">
<span className="text-lg font-semibold text-gray-900">
Deployment
</span>
<div className="text-base text-gray-700 text-right">
<div>Docker Containerization</div>
<div>Hugging Face Spaces</div>
<div>REST API Integration</div>
</div>
</div>
<div className="flex justify-between items-start">
<span className="text-lg font-semibold text-gray-900">
Development Tools
</span>
<div className="text-base text-gray-700 text-right">
<div>Python SDK</div>
<div>Model Optimization Tools</div>
<div>Performance Profiler</div>
</div>
</div>
<div className="flex justify-between items-start">
<span className="text-lg font-semibold text-gray-900">
Security
</span>
<div className="text-base text-gray-700 text-right">
<div>Secure Boot</div>
<div>Model Encryption</div>
<div>Access Control</div>
</div>
</div>
</div>
</CardContent>
</Card>
</div>
)}
</div>
{/* Why us? Comparison Section */}
<div className="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 mb-16">
<h2 className="text-3xl font-semibold text-purple-600 mb-8">Why us?</h2>
{/* Comparison Table */}
<div className="bg-white rounded-3xl shadow-xl overflow-hidden">
{/* Table Header */}
<div className="grid grid-cols-4 bg-gradient-to-r from-gray-50 to-gray-100">
<div className="p-6"></div>
<div className="p-6 text-center">
<Badge className="bg-purple-600 text-white font-bold px-4 py-2">
Ours
</Badge>
</div>
<div className="p-6 text-center">
<span className="font-bold text-gray-800">Raspberry Pi 5</span>
</div>
<div className="p-6 text-center">
<span className="font-bold text-gray-800">Jetson Orin Nano</span>
</div>
</div>
{/* Table Rows */}
{[
{ label: "Price", ours: "$199", pi: "$120", jetson: "$249" },
{ label: "RAM", ours: "24GB/40GB", pi: "16GB", jetson: "8GB" },
{
label: "CPU",
ours: "Cortex-A53",
pi: "Cortex-A72",
jetson: "Cortex-A78",
},
{
label: "AI Engine",
ours: "Optimized Accelerator on FPGA",
pi: "Neon SIMD Instructions",
jetson: "Cuda/Tensor Core",
},
{ label: "Power", ours: "<10W", pi: "5-12 W", jetson: "7-25" },
{
label: "LLM decode Performance",
ours: "15 tokens/s",
pi: "<5 tokens/s",
jetson: "15 tokens/s",
},
].map((row, index) => (
<div
key={row.label}
className={`grid grid-cols-4 ${
index % 2 === 0 ? "bg-gray-50" : "bg-white"
}`}
>
<div className="p-4 font-medium text-gray-900 border-r border-gray-200">
{row.label}
</div>
<div
className="p-4 text-center font-medium"
style={{ backgroundColor: "#F0EEF5", color: "#6750A4" }}
>
{row.ours}
</div>
<div className="p-4 text-center text-purple-600 font-medium border-r border-gray-200">
{row.pi}
</div>
<div className="p-4 text-center text-purple-600 font-medium">
{row.jetson}
</div>
</div>
))}
</div>
<div className="text-center mt-8">
<Button
onClick={() => navigate("/usecases")}
className="bg-purple-600 hover:bg-purple-700 text-white px-8 py-3"
>
View use cases
</Button>
</div>
</div>
{/* Device Layout Section */}
<div className="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 mb-16">
<h2 className="text-3xl font-semibold text-purple-600 mb-8">
The device layout plan
</h2>
<div className="bg-white rounded-2xl shadow-xl p-8 text-center">
<div className="relative max-w-4xl mx-auto">
<img
src="/assets/chips.png"
alt="Device Layout Plan"
className="w-full h-auto rounded-lg shadow-lg"
onError={(e) => {
console.error("Chips image failed to load");
e.currentTarget.style.display = "none";
}}
/>
</div>
<div className="flex justify-center space-x-4 mt-8">
<Button className="bg-purple-600 hover:bg-purple-700 text-white px-6 py-2">
Get your device
</Button>
<Button
variant="outline"
className="border-purple-600 text-purple-600 hover:bg-purple-50 px-6 py-2"
>
View use cases
</Button>
</div>
</div>
<p className="text-center text-gray-600 mt-6">
Need help? Contact us to get customized device and services
</p>
</div>
</div>
);
}
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