Querying & Relevance Engineering

[!NOTE] This module explores the core principles of Querying & Relevance Engineering, deriving solutions from first principles and hardware constraints to build world-class, production-ready expertise.

Module Contents

1. Query DSL: Filter Context vs Query Context

Deep dive into query dsl: filter context vs query context with production trade-offs, failure cases, and practical implementation patterns.

2. BM25, Boosting, and Relevance Tuning

Deep dive into bm25, boosting, and relevance tuning with production trade-offs, failure cases, and practical implementation patterns.

3. Aggregations for Product and Analytics Workloads

Deep dive into aggregations for product and analytics workloads with production trade-offs, failure cases, and practical implementation patterns.

Review & Implementation Checklist

Consolidate key patterns, anti-patterns, and deployment-ready checklists before moving to the next module.

Module Chapters