landing_page/qdrant-landing/content/course/essentials/day-5/_index.md

title, short_description, description, isLesson, weight

title	short_description	description	isLesson	weight
Day 5: Advanced APIs	Day 5 of Qdrant Essentials: multivectors, ColBERT late interaction, and the Universal Query API for advanced retrieval pipelines.	Learn advanced Qdrant APIs, including multivectors and the Universal Query API, to power hybrid retrieval, late interaction models, and recommendation systems with high accuracy and flexibility.	true	60

{{< date >}} Day 5 {{< /date >}}

Advanced APIs

Multi‑vector patterns and the Universal Query API.

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Today’s path

1. Multivectors for Late Interaction Models
2. The Universal Query API
3. Demo: Universal Query for Hybrid Retrieval
4. Project: Building a Recommendation System

You’ll synthesize these APIs into a practical recommendation system.