Implementation and analysis of various algorithms, libraries and systems, distributed and not, for Approximate Nearest Neighbors searches
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Updated
Dec 1, 2023 - Python
Implementation and analysis of various algorithms, libraries and systems, distributed and not, for Approximate Nearest Neighbors searches
A short introduction to vector databases and milvus database, with a sample code
Find and Discover Visually Similar Content (Content-based image retrieval)
Efficient calculation of similarity between text embeddings using vector database
Comparative analysis of Weaviate and Milvus vector databases using a dataset of over 1K resumes. Includes build time, search time, and throughput benchmarks with varying data and query loads.
This project is using nginx to implement load balancing for milvus
This project implements hybrid search of vectors and structured data based on Milvus Partitions.
Document storage, indexing and search in multiple languages with NLP
The main content of this project is Milvus benchmark test
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