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HubSpot & Qdrant: Scaling an Intelligent AI Assistant - Qdrant

HubSpot & Qdrant: Scaling an Intelligent AI Assistant - Qdrant

3/24/2025 · Andre Zayarni

What this post added

This post details how HubSpot uses Qdrant to scale its intelligent AI assistant, Breeze AI. It highlights the challenges of scaling AI, why HubSpot chose Qdrant for its performance and developer-friendliness, and the resulting improvements in customer satisfaction and engagement. HubSpot is also exploring advanced features like multi-vector search and sparse vectors.

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