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Jun 18, 2025 · 5 min read · 🧠 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...
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Apr 24, 2025 · 5 min read · 📌 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...
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Apr 24, 2025 · 3 min read · Have 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...
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Apr 24, 2025 · 3 min read · 🧠 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...
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Apr 24, 2025 · 4 min read · 🧠 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 ...
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