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Dense vector search in Elasticsearch Query Lang...
alongside your text and non-text data. In this post, we’ll...understand meaning , not just text. This is where vector embeddings...www.elastic.co/search-labs/blog/dense-vector-search-elasticsearch-query-language -
sklearn.feature_extraction — scikit-learn...
From text # Utilities to build feature vectors from text documents....documents. text.CountVectorizer Convert a collection of text documents...scikit-learn.org/stable/api/sklearn.feature_extraction.html -
load_files — scikit-learn 1.8.0 documenta...
txt file_2.txt ... file_42.txt category_2_folder/...category_2_folder/ file_43.txt file_44.txt ... The folder names are used as...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_files.html -
Search Basics - Elasticsearch Labs
function obtains the text typed by the user in the text field from Flask's...task of searching text is covered in the Full-Text queries section....www.elastic.co/search-labs/tutorials/search-tutorial/full-text-search/search-basics -
f1_score — scikit-learn 1.8.0 documentation
\[\text{F1} = \frac{2 * \text{TP}}{2 * \text{TP} + \text{FP}...\text{FP} + \text{FN}}\] Where \(\text{TP}\) is the number of true positives,...scikit-learn.org/stable/modules/generated/sklearn.metrics.f1_score.html -
Enhancing RAG performance with smart chunking s...
# Sample text to be chunked text = """some large text""" # Initialize...long text extracted from a document text = "<long text extracted...developer.ibm.com/articles/awb-enhancing-rag-performance-chunking-strategies/ -
Suggest API
"text" : "fess" , "reading"..."suggest_id_1" , "text" : "fess" , "reading"...fess.codelibs.org/zh-cn/15.5/api/admin/api-admin-suggest.html -
World's most downloaded vector database: E...
vectors: Fast and efficient Sparse text expansion and dense meaning...search, filter, apply RBAC — on text, embeddings, geo, timeseries,...www.elastic.co/elasticsearch/vector-database -
Slack-Konnektor
text content = message . text + " \n Anhang:...content = message . text digest = message . text . substring ( 0...fess.codelibs.org/de/15.5/config/datastore/ds-slack.html -
Specify an analyzer | Elastic Docs
Elasticsearch data store / Text analysis / Configure text analysis Specify...built-in or custom analyzers: By text field, index, or query For index...www.elastic.co/docs/manage-data/data-store/text-analysis/specify-an-analyzer