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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 -
fetch_20newsgroups — scikit-learn 1.7.2 d...
on a Text Dataset Semi-supervised Classification on a Text Dataset...Classification of text documents using sparse features Clustering text documents...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_20newsgroups.html -
GitHub - codelibs/fess-testdata: Test Data Repo...
scripts source_code source_code text text tools tools xml xml README.md...reload this page . Languages Rich Text Format 41.3% Shell 30.7% Jupyter...github.com/codelibs/fess-testdata -
Google Vertex AI - Elasticsearch Labs
text and images, and then return a text response. Gemini...of customers. Text embeddings Embeddings for Text (textembedding-gecko)...www.elastic.co/search-labs/integrations/google -
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 -
In Fess make Apache Solr based search server-in...
Include implementing full-text search server able to search...Java-based open-source full-text search server. The search engine...fess.codelibs.org/articles/article-1.html -
Examples — scikit-learn 1.7.2 documentation
classification of text documents Out-of-core classification of text documents...on a Text Dataset Semi-supervised Classification on a Text Dataset...scikit-learn.org/stable/auto_examples/index.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 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 -
f1_score — scikit-learn 1.7.2 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