SKShaim Khanusiyainrag-for-smarter-llm.hashnode.dev·Jun 12, 2025 · 5 min readRAG with Reciprocal Rank Fusion💡 Sometimes, a single search just isn’t enough.When users ask questions in different ways, RRF helps bring together the most relevant answers — even if the query is vague or phrased differently. 🧠What is RRF (Reciprocal Rank Fusion)? Reciprocal ...00
SKShaim Khanusiyainrag-for-smarter-llm.hashnode.dev·Jun 9, 2025 · 4 min readA Beginner’s Guide to Parallel Query Retrieval in Advanced RAGHey everyone! I’m just starting my journey into Generative AI and stumbled across something cool: Parallel Query Retrieval. It's an easy hack to make RAG systems smarter—and I want to share it in a friendly, beginner way. 1. What’s Query Transformati...00
SKShaim Khanusiyainrag-for-smarter-llm.hashnode.dev·Jun 4, 2025 · 3 min read🧠Understanding RAG (Retrieval-Augmented Generation) for Smarter LLMs🤔 Why do we even need RAG? Large Language Models (LLMs) like GPT, Gemini, Claude, etc. are amazing — but they come with limitations: They are trained on general data (mostly internet-based). They don’t know your business-specific or custom data (e...00