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How to deploy NLP: Text embeddings and vector s...
deploy NLP: Text embeddings and vector search Using text embeddings...for passages’ ids, and text with type text for passages’ contents....www.elastic.co/search-labs/blog/how-to-deploy-nlp-text-embeddings-and-vector-search -
Semantic search using the Open Crawler and Sema...
to copy the body text to our semantic text field. The body field...the Open Crawler and Semantic Text Learn how to use the Open Crawler...www.elastic.co/search-labs/blog/semantic-search-open-crawler -
Hybrid Search: Combined Full-Text and kNN Resul...
both full-text and vector search methods, the full-text search logic...Hybrid Search: Combined Full-Text and kNN Results You have now...www.elastic.co/search-labs/tutorials/search-tutorial/vector-search/hybrid-search -
World's most downloaded vector database: Elasti...
"my_text" : { "type" : "text" }, "category": {...vectors: Fast and efficient Sparse text expansion and dense meaning...www.elastic.co/elasticsearch/vector-database -
What is vector search? Better search with ML | ...
including text and images, transforming it...the unstructured data beyond text, such as videos, images, and...www.elastic.co/what-is/vector-search -
What is Retrieval Augmented Generation (RAG)? |...
information to generate text responses. The generated text might go through...a technique that supplements text generation with information...www.elastic.co/what-is/retrieval-augmented-generation -
AI & ML search engine — Take search to the next...
Master long text with automatic chunking Handle long text passages...passages easily with semantic_text . Elastic's open inference API with...www.elastic.co/enterprise-search/machine-learning -
When hybrid search truly shines - Elasticsearch...
are going to use text fields, and semantic_text for the semantic...second position. Conclusion Full-text search techniques–which find...www.elastic.co/search-labs/blog/elasticsearch-hybrid-search -
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 -
Generative AI - Elasticsearch Labs
2025 Parse PDF text and table data with Azure AI...parse PDF documents that contain text and table data with Azure AI...www.elastic.co/search-labs/blog/category/generative-ai