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  1. How to deploy NLP: Text embeddings and vector s...

    "target_field": "text_embedding", "field_map": { "text": "text_field" }...deploy NLP: Text embeddings and vector search Using text embeddings...
    www.elastic.co/search-labs/blog/how-to-deploy-nlp-text-embeddings-and-vector-search
    Mon Nov 11 00:22:43 UTC 2024
      186.3K bytes
      1 views
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  2. Chunking large documents via ingest pipelines p...

    text = passage.text + ' ' + envSplit[i++]}..."field_map": { "_ingest._value.text": "text_field" }, "model_id": "...
    www.elastic.co/search-labs/blog/chunking-via-ingest-pipelines
    Mon Nov 11 00:56:43 UTC 2024
      140.3K bytes
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  3. 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
    Thu Nov 21 00:17:13 UTC 2024
      469.7K bytes
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  4. Semantic reranking in Elasticsearch with retrie...

    The text similarity reranker is pointed at the text document...(such as ELSER) receives some text and generates a weighted set...
    www.elastic.co/search-labs/blog/semantic-reranking-with-retrievers
    Mon Nov 11 00:55:33 UTC 2024
      161.2K bytes
      1 views
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  5. 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
    Thu Nov 21 00:25:30 UTC 2024
      297K bytes
      3 views
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  6. World's most downloaded vector database: Elasti...

    "my_text" : { "type" : "text" }, "category": {...search vector embeddings. Combine text search and vector search for...
    www.elastic.co/elasticsearch/vector-database
    Thu Nov 21 00:03:02 UTC 2024
      546.6K bytes
      1 views
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  7. What is semantic reranking and how to use it? -...

    text search is broken down into multiple...efficiently compare the query text with a very large corpus of...
    www.elastic.co/search-labs/blog/elastic-semantic-reranker-part-1
    Fri Nov 01 00:46:31 UTC 2024
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  8. Semantic search excellence: Getting started wit...

    We'll start with foundational text search using BM25 and then extend...semantic search, from foundational text search to advanced models like...
    www.elastic.co/virtual-events/getting-started-semantic-search-excellence
    Thu Nov 21 00:20:07 UTC 2024
      331K bytes
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  9. How to use the ES|QL Helper in the Elasticsearc...

    JSON (you can also get a CSV or text by passing in the format parameter),...{"name"=>"alternates", "type"=>"text"}, {"name"=>"alternates.keyword",...
    www.elastic.co/search-labs/blog/esql-ruby-helper-elasticsearch
    Tue Oct 29 00:39:32 UTC 2024
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  10. 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
    Thu Nov 21 00:24:51 UTC 2024
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