Free Lesson
Why your hybrid search sucks
60 min
Aug 12, 2026 12:00 PM
Virtual (Zoom)
In this video
What you'll learn
It's not enough to merge dense + sparse results
Why naive RRF and interleaving doesn't solve hybrid search's chicken and egg problem
The missing intent layer for selecting retrieval strategies
Retrieval strategies (dense, sparse, hybrid) depend on understanding the user's intent to route to the best approach
Why query understanding + metadata filtering become crucial
Why techniques like late interaction push the search world back towards sparse vector techniques
Why this topic matters
Hybrid search isn't merging different systems. It's a single search engine.
Today's systems combine dense + lexical retrieval to get the best of both worlds. Just taking top 1000 vector + top 1000 lexical isn't enough. You'll need to filter the vector results by almost everything in the lexical side. With today's search systems, think of this as one system, not two,
You'll learn from
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