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silhouette_score — scikit-learn 1.7.0 documenta...
Clustering text documents using k-means Clustering text documents...scikit-learn.org/stable/modules/generated/sklearn.metrics.silhouette_score.html -
ComplementNB — scikit-learn 1.7.0 documentation
poor assumptions of naive bayes text classifiers. In ICML (Vol. 3,...examples # Sample pipeline for text feature extraction and evaluation...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.ComplementNB.html -
Beyond RAG Basics: Advanced strategies for AI a...
systems with LLMs to enhance text generations. By grounding LLMs...and improving performance in text generations. Application layer:...www.elastic.co/blog/beyond-rag-basics -
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 -
Introducing Retrievers - Search All the Things!...
All the Text! kNN - Search all the Dense Vectors! text_expansion...retrievers, including Standard, kNN, text_expansion, and RRF. Discover...www.elastic.co/search-labs/blog/elasticsearch-retrievers -
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 -
v_measure_score — scikit-learn 1.7.0 documentation
Clustering text documents using k-means Clustering text documents...scikit-learn.org/stable/modules/generated/sklearn.metrics.v_measure_score.html -
What is Semantic Search? | A Comprehensive Sema...
(a semantic search concerns text) to the query vectors. The semantic...(a semantic search concerns text) to the query vectors. The semantic...www.elastic.co/what-is/semantic-search -
classification_report — scikit-learn 1.7.0 docu...
'warn' ) [source] # Build a text report showing the main classification...Returns : report str or dict Text summary of the precision, recall,...scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html -
Most relevant search engine for retrieval augme...
(RAG) is a pattern that enhances text generation by integrating relevant...and relevance of the generated text responses. Use Elasticsearch...www.elastic.co/enterprise-search/rag