# Search That Learns From You: Building Adaptive Retrieval Systems using Qdrant & HoneyHive

This guide demonstrates an interactive approach that leverages positive and negative feedback to continuously refine search results using Qdrant's Discovery API and HoneyHive's observability platform.

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###### About the author:

###### Felipe Adachi

Developer Relations Engineer