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