A Deep Dive into Cross Encoders and How they work
Cross-Encoders: The Missing Piece in Your RAG Pipeline Introduction You’ve built a RAG system. Your embedding search returns 100 candidates in millisecond...
Category: Information Retrieval
Information Retrieval
🔎Building a Full-Stack Hybrid Search System (BM25 + Vectors + Cross-Encoders) with Docker
1️⃣ Introduction Search is at the heart of every AI application. Whether you’re building a legal research assistant, a compliance monitoring tool, or an LLM-pow...
🔎BM25-Based Searching: A Developer’s Comprehensive Guide
📌 Introduction: Why BM25 Matters Imagine you type “best Python tutorials” into a search engine. Millions of web pages match your query—but how does the engine k...