Agentic Retrieval Systems
New DeepLearning.AI Course on Multi-Vector Image Retrieval with ColPali and MUVERA - Qdrant

New DeepLearning.AI Course on Multi-Vector Image Retrieval with ColPali and MUVERA - Qdrant

12/11/2025 · Kacper Łukawski

What this post added

This post announces a new DeepLearning.AI course focused on multi-vector image retrieval using ColPali and MUVERA, building upon previous work in retrieval optimization. It details the course content, which includes understanding multi-vector embeddings, using ColBERT for text retrieval, mastering ColPali for image patch-level representations, optimization techniques like quantization and pooling, MUVERA's approach to efficient representations, and building multi-modal RAG pipelines with Qdrant's HNSW search.

Read the original post ↗