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Elasticsearch vs. OpenSearch: Vector Search Per...
search analytics operations: Text Querying, Sort, Range, Date...Lucene is a highly performant text search engine library written...www.elastic.co/search-labs/blog/elasticsearch-opensearch-vector-search-performance-comparison -
Better Binary Quantization (BBQ) in Lucene and ...
0 b 0000110 ] \text{Remember our originally stored...= [0, 1, 1, 0, 0, 0, 0, 0] \text{We rotate the combine the bits...www.elastic.co/search-labs/blog/better-binary-quantization-lucene-elasticsearch -
Introducing Elastic Learned Sparse Encoder: Ela...
the intent or meaning of the text as opposed to a lexical match...Learned Sparse Encoder, a new text expansion model for semantic...www.elastic.co/search-labs/blog/introducing-elastic-learned-sparse-encoder-elser -
Introducing Elasticsearch Relevance Engine (ESR...
the best of AI with Elastic’s text search. ESRE gives developers...Elastic’s vector database Processing text using a wide range of natural...www.elastic.co/search-labs/blog/introducing-elasticsearch-relevance-engine-esre -
Model Selection — scikit-learn 1.7.2 documentation
validation Sample pipeline for text feature extraction and evaluation...evaluation Sample pipeline for text feature extraction and evaluation...scikit-learn.org/stable/auto_examples/model_selection/index.html -
NearestCentroid — scikit-learn 1.7.2 documentation
Notes When used for text classification with tf-idf vectors,...Classification Classification of text documents using sparse features...scikit-learn.org/stable/modules/generated/sklearn.neighbors.NearestCentroid.html -
f8cbbce71101bf20.css
6;--color-text-dark:var(--color-ink);--color-text-light:var(...olor-text-brand:var(--color-blue-midnight);--color-text-inve...www.elastic.co/events/elasticon/_next/static/css/f8cbbce71101bf20.css -
Build AI conversational search for your custome...
understanding and generating human-like text based on vast amounts of training...This requires chunking long text in passages and generating dense...www.elastic.co/search-labs/blog/llm-rag-conversational-search-for-customer-success -
Integrations - Elasticsearch Labs
including those for text embeddings and text completion. Model...Foundation models for multilingual text and image processing. Model...www.elastic.co/search-labs/integrations -
silhouette_score — scikit-learn 1.7.2 documenta...
Clustering text documents using k-means Clustering text documents...scikit-learn.org/stable/modules/generated/sklearn.metrics.silhouette_score.html