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Introduction to Qdrant (Vector Database) Using Python
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🚀 New short course with Qdrant: Multi-vector Image Retrieval. Taught by Kacper Łukawski, Senior Developer Advocate at Qdrant, the course shows how multi-vector techniques outperform single-vector methods by matching text tokens to image patches directly. You’ll implement ColBERT to understand multi-vector search, apply ColPali for patch-level image retrieval, reduce memory with quantization and pooling, and use MUVERA to enable fast HNSW search. The course concludes with a full multi-modal RAG
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POZNAN, POL - DEC 12, 2021: Laptop computer displaying logo of Microsoft Azure, a cloud computing service for building, testing, deploying, and managi Stock Photo - Alamy
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Retired U.S. Marine Corps Willis "Bill" Hansen returns his library book 52 years later at the Camp Hansen library, Okinawa, Japan, Oct. 26, 2017. Hansen checked out the book before deploying with 3rd Reconnaissance Battalion to Vietnam in 1965. Today, his son is the commanding officer of that same battalion. (U.S. Marine Corps video by Sgt. Ally Beiswanger Stock Photo - Alamy
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Pope Army Airfield, NC, USA. 4th Jan, 2020. Jan. 4, 2020 - POPE ARMY AIRFIELD, N.C., USA - U.S. Army paratroopers from the 1st Brigade Combat Team, 82nd Airborne Division, relax while playing video games in the USO mobile cantina before deploying from Pope Army Airfield, North Carolina. The 'All American Division' Immediate Response Force (IRF), based at Fort Bragg, N.C., mobilized for deployment to the U.S. Central Command area of operations in response to increased threat levels against U.S. p
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