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pages/knowledge.js
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import Layout from '../components/Layout';
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import KnowledgeArticle from '../components/KnowledgeArticle';
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const articles = [
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{
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id: 1,
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title: 'Introduction to Large Language Models',
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category: 'AI/ML',
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excerpt: 'A comprehensive guide to understanding LLMs, their architecture, transformers, attention mechanisms, and practical applications in modern software development.',
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readTime: '15 min',
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date: 'Dec 10, 2024',
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tags: ['LLM', 'AI', 'NLP', 'Transformers'],
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featured: true,
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},
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{
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id: 2,
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title: 'Building RAG Applications from Scratch',
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category: 'Engineering',
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excerpt: 'Learn how to build production-ready Retrieval Augmented Generation systems with modern tools like LangChain, Vector DBs, and embeddings.',
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readTime: '20 min',
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date: 'Dec 8, 2024',
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tags: ['RAG', 'Vector DB', 'LangChain'],
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},
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{
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id: 3,
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title: 'Fine-tuning LLaMA 3 for Custom Tasks',
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category: 'AI/ML',
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excerpt: 'A deep dive into fine-tuning Meta LLaMA 3 on custom datasets using QLoRA and PEFT techniques for efficient model adaptation.',
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readTime: '25 min',
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date: 'Dec 5, 2024',
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tags: ['LLaMA', 'Fine-tuning', 'PEFT'],
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featured: false,
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},
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{
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id: 4,
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title: 'Vector Databases: A Practical Comparison',
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category: 'Database',
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excerpt: 'Compare Pinecone, Weaviate, Milvus, Chroma and other vector databases for your AI applications with performance benchmarks.',
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readTime: '18 min',
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date: 'Dec 3, 2024',
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tags: ['Vector DB', 'Pinecone', 'Weaviate'],
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},
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{
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id: 5,
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title: 'Building AI Agents with AutoGen',
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category: 'Agents',
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excerpt: 'Create autonomous AI agents using Microsoft AutoGen framework for complex multi-agent workflows and task automation.',
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readTime: '22 min',
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date: 'Nov 28, 2024',
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tags: ['Agents', 'AutoGen', 'Automation'],
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},
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{
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id: 6,
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title: 'Prompt Engineering Best Practices',
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category: 'Prompt Engineering',
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excerpt: 'Master the art of crafting effective prompts for LLMs including chain-of-thought, few-shot learning, and role-playing techniques.',
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readTime: '12 min',
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date: 'Nov 25, 2024',
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tags: ['Prompts', 'Best Practices', 'LLM'],
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},
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];
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const categories = ['All', 'AI/ML', 'Engineering', 'Database', 'Agents', 'Prompt Engineering'];
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export default function Knowledge() {
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return (
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<Layout title="Knowledge Base" subtitle="Articles & Tutorials">
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{/* Categories */}
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<div className="mb-8 flex flex-wrap gap-2">
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{categories.map((category) => (
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<button
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key={category}
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className={`
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font-mono text-sm px-4 py-2 border-2 transition-all
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${category === 'All'
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? 'bg-brutal-black text-brutal-white border-brutal-black'
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: 'border-brutal-black hover:bg-brutal-black hover:text-brutal-white'
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}
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`}
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>
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{category}
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</button>
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))}
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</div>
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{/* Articles Grid */}
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<div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-6">
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{articles.map((article) => (
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<KnowledgeArticle key={article.id} article={article} />
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))}
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</div>
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{/* Pagination */}
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<div className="mt-12 flex justify-center gap-2">
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<button className="brutal-btn">Previous</button>
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<button className="brutal-btn bg-brutal-black text-brutal-white">1</button>
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<button className="brutal-btn">2</button>
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<button className="brutal-btn">3</button>
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<button className="brutal-btn">Next</button>
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</div>
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</Layout>
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);
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}
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