Building Production-Ready AI Applications with RAG
A comprehensive guide to implementing Retrieval-Augmented Generation in real-world applications, covering vector databases, embedding strategies, and performance optimization.
Insights on AI development, web technologies, and building scalable applications. Sharing practical knowledge from 8+ years of full-stack development.
A comprehensive guide to implementing Retrieval-Augmented Generation in real-world applications, covering vector databases, embedding strategies, and performance optimization.
Deep dive into vector database optimization techniques, comparing Pinecone, Weaviate, and Chroma for different use cases and scale requirements.
Step-by-step guide to migrating from Pages Router to App Router in Next.js 14, including best practices for server components and data fetching.
Architecture patterns and implementation strategies for building multi-tenant SaaS applications using Next.js, Prisma, and PostgreSQL.
Exploring the latest AI tools for code generation, from GitHub Copilot to custom fine-tuned models, and how to integrate them into your development workflow.
Implementing real-time functionality using Server-Sent Events as an alternative to WebSockets, with practical examples and performance considerations.
Essential database design patterns when building AI-powered applications, including handling embeddings, versioning models, and managing training data.
Advanced TypeScript patterns and practices for maintaining type safety and developer productivity in large codebases.
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