3 Parts
Advanced RAG
A deep dive into advanced Retrieval-Augmented Generation techniques for building production-grade search and Q&A systems.
1
Part 1 of 3•JAN 9, 2026
Structured Pre-Filtering for RAG Systems
Why decomposing queries into structured filters before semantic search improves retrieval precision and performance.
2
Part 2 of 3•JAN 16, 2026
Applying HyDE to Domain-Specific Search
Using Hypothetical Document Embeddings to bridge vocabulary gaps between user queries and specialized document corpora.
3
Part 3 of 3•JAN 24, 2026
Relevancy Filtering in Retrieval Pipelines
Using LLM-based classification as a second pass to filter retrieval candidates when similarity thresholds fail to generalize.