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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 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 -
v_measure_score — scikit-learn 1.6.1 documentation
Clustering text documents using k-means Clustering text documents...scikit-learn.org/stable/modules/generated/sklearn.metrics.v_measure_score.html -
KMeans — scikit-learn 1.6.1 documentation
used to cluster text documents see Clustering text documents using...Clustering text documents using k-means Clustering text documents...scikit-learn.org/stable/modules/generated/sklearn.cluster.KMeans.html -
classification_report — scikit-learn 1.6.1 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 -
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 -
SelfTrainingClassifier — scikit-learn 1.6.1 doc...
on a Text Dataset Semi-supervised Classification on a Text Dataset...scikit-learn.org/stable/modules/generated/sklearn.semi_supervised.SelfTrainingClassifier.html -
Speeding up merging of HNSW graphs - Elasticsea...
\;\;\;\;C\leftarrow C \cup \{(\text{false}, k_u+deg(u), 0, \text{rand in }[0,1])\}...w C \cup \{(\text{false},Gain(v^*),c(v^*),\text{copy rand})\}...www.elastic.co/search-labs/blog/hnsw-graphs-speed-up-merging -
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