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kNN search in Elasticsearch | Elastic Docs
"text": { "type": "text", "index":... { "text": { "type": "text" },...www.elastic.co/docs/solutions/search/vector/knn -
7.2. Feature extraction — scikit-learn 1....
1\) \(\text{tf-idf}_{\text{term1}} = \text{tf} \times \text{idf}...document-frequency : \(\text{tf-idf(t,d)}=\text{tf(t,d)} \times \text{idf(t)}\)...scikit-learn.org/stable/modules/feature_extraction.html -
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 -
k-Nearest Neighbor (kNN) Search - Elasticsearch...
The In the full-text search section of the tutorial...embedding generated from the search text. num_candidates : the number...www.elastic.co/search-labs/tutorials/search-tutorial/vector-search/nearest-neighbor-search -
about.rst.txt
div:: sk-text-image-grid-small .. div:: text-box `:probabl...... div:: sk-text-image-grid-small .. div:: text-box `Inria <...scikit-learn.org/stable/_sources/about.rst.txt -
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 -
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 -
What is conversational AI? | A Comprehensive Co...
receive speech or text inputs and produce speech or text outputs to...assistants, text-to-speech (TTS), and speech-to-text (STT) technologies....www.elastic.co/what-is/conversational-ai -
Evaluating generic phrases using Granite models...
print the response text. print (response[ 'text' ]) Copy code Copied!...import pipeline pipe = pipeline( "text-generation" , model =model,...developer.ibm.com/articles/generics-granite/ -
7.7. Kernel Approximation — scikit-learn ...
\(\mathcal{O}(n_{\text{samples}}(n_{\text{features}} + n_{\text{components}}...\(\mathcal{O}(n^2_{\text{components}} \cdot n_{\text{samples}})\) ,...scikit-learn.org/stable/modules/kernel_approximation.html