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SystemPropertyUtils (Spring Framework 7.0.1 API)
placeholders in texts. Usually applied to file paths. A text may contain... text) Resolve ${...} placeholders in the given text, replacing...docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/util/SystemPropertyU... -
JSON prompting for LLMs - IBM Developer
such as text, code, metrics, or text-based image descriptions,...structure. When you communicate in text format, ambiguity can creep...developer.ibm.com/articles/json-prompting-llms/ -
World's most downloaded vector database: E...
vectors: Fast and efficient Sparse text expansion and dense meaning...LLMs or built-in models for text embeddings, classification,...www.elastic.co/elasticsearch/vector-database -
Detection error tradeoff (DET) curve — sc...
definitions: \(\text{FPR} = \frac{\text{FP}}{\text{FP} + \text{TN}}\)...\text{TN}}\) \(\text{FNR} = \frac{\text{FN}}{\text{TP} + \text{FN}}\) \(\text{TPR}...scikit-learn.org/stable/auto_examples/model_selection/plot_det.html -
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 are Word Embeddings? | A Comprehensive Wor...
piece of text, such as positive, negative, or neutral. Text similarity:...predicting the next word in a sequence of text. By representing...www.elastic.co/what-is/word-embedding -
Understanding large language models: A comprehe...
text translation, classification,...and then fine-tuned to solve text classification, question answering,...www.elastic.co/what-is/large-language-models -
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 -
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 -
Assert (Spring Framework 7.0.2 API)
IllegalArgumentExcep - if the text does not contain valid text content See Also:...IllegalArgumentExcep - if the text does not contain valid text content Since:...docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/util/Assert.html