NJNidhi Jaggainmycodingjourney.hashnode.dev·Jun 18, 2025 · 5 min readMastering LLM Orchestration Workflows with LangGraph: An Easy Guide🧠What Is LangGraph? At its core, LangGraph is the rock-solid glue that lets you build stateful, cyclical, branching workflows with LLMs. Think of it like designing a flowchart for your AI logic: You define nodes—self-contained steps or “mini-agent...00
NJNidhi Jaggainmycodingjourney.hashnode.dev·Apr 24, 2025 · 5 min read🛣️ How AI Picks the Perfect Answer: Inside the Magic of Query Routing📌 What is Query Routing in Generative AI? In the world of Generative AI (GenAI), query routing is like being a smart traffic cop for questions. When a user asks a question, the AI doesn’t just pull an answer from thin air—it decides where to look, h...00
NJNidhi Jaggainmycodingjourney.hashnode.dev·Apr 24, 2025 · 3 min read🧠Smarter AI Starts with Better Questions: Introduction to Query TransformationHave you ever asked a chatbot a simple question and gotten a completely useless answer? That’s not always the model’s fault → sometimes, it just didn’t understand what you really meant. That’s where query transformation comes in. Query transformation...00
NJNidhi Jaggainmycodingjourney.hashnode.dev·Apr 24, 2025 · 3 min read🔀 One Question, Many Answers: Unlocking AI Accuracy with Fan-Out Retrieval🧠What is Fan-Out Retrieval? Fan-Out Retrieval (also called Parallel Query Expansion) is a query transformation technique that takes a user's single query and creates multiple semantically similar versions of it. This helps ensure we retrieve divers...00
NJNidhi Jaggainmycodingjourney.hashnode.dev·Apr 24, 2025 · 4 min read🧮 How AI Ranks Better with RRF: The Genius of Merging Search Results🧠What Is Reciprocal Rank Fusion? Reciprocal Rank Fusion (RRF) is a ranking algorithm that combines the results from multiple queries (like in Fan-Out retrieval). Instead of picking one “best” result per query, RRF fuses all results by scoring them ...00
