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GitHub topics: vectorquantization

ksm26/Retrieval-Optimization-From-Tokenization-to-Vector-Quantization

The course provides a comprehensive guide to optimizing retrieval systems in large-scale RAG applications. It covers tokenization, vector quantization, and search optimization techniques to enhance search quality, reduce memory usage, and balance performance in vector search systems.

Language: Jupyter Notebook - Size: 4.25 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 1

simonmichau/Image-Vectorquantizer

Image Vectorquantizer designed for Proseminar Datenkompression SS20 at RWTH Aachen University

Language: Java - Size: 479 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

alaafarouk8/Vector_Quantization-

Language: Java - Size: 649 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

Related Keywords
vectorquantization 3 vector 1 image-compression 1 vectorsearch 1 tokenization 1 searchoptimization 1 search-optimization 1 search-algorithm 1 retrievaloptimization 1 retrieval-augmented-generation 1 ragsystems 1 rag-systems 1 rag 1 natural-language-processing 1 machinelearning 1 machine-learning 1 hnsw 1 embeddingmodels 1 data-science 1