- knn-search-algorithm-comparison VS datasketch
- knn-search-algorithm-comparison VS k-nearest-neighbors-algorithm
- knn-search-algorithm-comparison VS citrus
- knn-search-algorithm-comparison VS qdrant
- knn-search-algorithm-comparison VS hnsw
- knn-search-algorithm-comparison VS similarity
- knn-search-algorithm-comparison VS marqo
- knn-search-algorithm-comparison VS marqo
Knn-search-algorithm-comparison Alternatives
Similar projects and alternatives to knn-search-algorithm-comparison
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datasketch
MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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qdrant
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
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similarity
Discontinued TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
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marqo
Discontinued Tensor search for humans. [Moved to: https://github.com/marqo-ai/marqo] (by S2Search)
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Sevalla
Deploy and host your apps and databases, now with $50 credit! Sevalla is the PaaS you have been looking for! Advanced deployment pipelines, usage-based pricing, preview apps, templates, human support by developers, and much more!
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better knn-search-algorithm-comparison alternative or higher similarity.
knn-search-algorithm-comparison discussion
knn-search-algorithm-comparison reviews and mentions
Posts with mentions or reviews of knn-search-algorithm-comparison.
We have used some of these posts to build our list of alternatives
and similar projects.
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KNN Search Algorithm Comparison: Optimizing Vector Databases for LLMs and RAG
This article explores a comprehensive comparison of KNN search algorithms, based on the "KNN Search Algorithm Comparison" repository, and investigates the performance of various KNN search implementations across different dataset sizes and dimensions. By analyzing the results of this comparison, we can gain valuable insights into the strengths and weaknesses of each algorithm, and understand their implications for modern AI applications.
Stats
Basic knn-search-algorithm-comparison repo stats
1
4
5.3
11 months ago
danilop/knn-search-algorithm-comparison is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of knn-search-algorithm-comparison is Python.
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