Filtered Vector Search
How Alhena AI unified its AI stack and improved ecommerce conversions with Qdrant - Qdrant

How Alhena AI unified its AI stack and improved ecommerce conversions with Qdrant - Qdrant

7/10/2025 · Daniel Azoulai

What this post added

Alhena AI migrated from FAISS and Pinecone to Qdrant Cloud, unifying their vector search infrastructure. They leveraged Qdrant's hybrid search (dense and sparse embeddings), metadata filtering, and boosting capabilities to improve e-commerce conversion rates and agent response times. The post highlights the benefits of Qdrant's multitenancy for scaling and Qdrant Cloud for simplified global deployment and feature adoption.

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