SSShivananda Saiinshivananda.hashnode.dev·Aug 19, 2025 · 3 min readUnderstanding Agentic AI: What Agents Are, How They Work, and the Power of ToolsThe field of artificial intelligence continues to evolve, and one of the most exciting developments is the rise of Agentic AI. Unlike traditional models that process fixed inputs to generate outputs, Agentic AI involves intelligent agents that can pe...00
SSShivananda Saiinshivananda.hashnode.dev·Aug 19, 2025 · 3 min readCommon RAG Failure Cases and Quick MitigationsRetrieval Augmented Generation (RAG) is rapidly becoming the backbone of modern document-based AI applications. By augmenting generative models with relevant retrieved data, RAG systems excel at grounding responses in external knowledge. However, sev...00
SSShivananda Saiinshivananda.hashnode.dev·Aug 19, 2025 · 8 min readBuilding Better RAG: A Modern Approach to Document-Based AI ConversationsIn the rapidly evolving landscape of artificial intelligence, the ability to have meaningful conversations with AI about specific documents and content has become increasingly valuable. This is where Retrieval-Augmented Generation (RAG) technology co...00
SSShivananda Saiinshivananda.hashnode.dev·Aug 17, 2025 · 3 min readAutomating GitHub Pull Request Reviews with n8n and OpenAICode reviews are an essential part of modern software development. They ensure that new changes are clean, maintainable, and follow best practices. However, reviewing code manually can be time consuming and prone to human oversight. With the help of ...00
SSShivananda Saiinshivananda.hashnode.dev·Aug 16, 2025 · 2 min readWhat Is Vercel's AI SDK?Building AI-powered apps usually means working with APIs like OpenAI's. If you decide to use a different provider, such as Anthropic, you will notice that their APIs are not the same. Each provider has different approaches to things like streaming, s...00