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Controlling access at the document and field le...
accessed from document-based read APIs. Document level security...restricts which documents can be accessed from document-based read...www.elastic.co/docs/deploy-manage/users-roles/cluster-or-deployment-auth/controlling-access-at-do... -
Reciprocal rank fusion | Elasticsearch Reference
and rank documents using separate sets of top documents (result...search top documents with the query top documents and rank them...www.elastic.co/docs/reference/elasticsearch/rest-apis/reciprocal-rank-fusion -
jina-ocr-v1: one OCR model for layout, tables a...
end-to-end document parser , understanding document structures...scanned pages, photographed documents, slides, and handwritten notes...www.elastic.co/search-labs/blog/ocr-model-jina-ocr-v1-document-parsing -
Auto-calibrating vector quantization in Elastic...
knobs: quantization bits for documents (1, 2, 4 or 7), a separate...enabled, Elasticsearch samples documents and queries from the vectors...www.elastic.co/search-labs/blog/vector-quantization-auto-calibration-diskbbq -
kNN search in Elasticsearch | Elastic Docs
Semantic text search : Find documents that match the meaning of...with the same model as the document vectors. Required index privileges...www.elastic.co/docs/solutions/search/vector/knn -
Hybrid search Elasticsearch: Use cases where hy...
approach will find the relevant documents, and sort them in a way that...common it is within a certain document the more it contributes to...www.elastic.co/search-labs/blog/elasticsearch-hybrid-search -
Elastic Demo Gallery | Elastic
Python code to index a PDF document from an Amazon S3 bucket into...to privately store original document source files, and how to use...www.elastic.co/demo-gallery -
jina-embeddings-v5-text: Compact multilingual e...
organization of document collections. Classification Document categorization,...matches in a collection of documents. Text matching Semantic similarity,...www.elastic.co/search-labs/blog/jina-embeddings-v5-text -
Integrations | Elasticsearch Labs
or document store. Microsoft Azure AI...and preprocess unstructured documents for Retrieval Augmented Generation...www.elastic.co/search-labs/integrations -
Semantic text field type | Elasticsearch Reference
Document count discrepancy : Understanding document counts...embeddings when you index documents, without requiring ingestion...www.elastic.co/docs/reference/elasticsearch/mapping-reference/semantic-text