app: data: 'This article introduces txtai, an AI-powered semantic search platform that enables Natural Language Understanding (NLU) based search in any application. txtai executes machine-learning workflows to transform data and build AI-powered semantic search applications. Traditional search systems use keywords to find data. Semantic search applications have an understanding of natural language and identify results that have the same meaning, not necessarily the same keywords. Backed by state-of-the-art machine learning models, data is transformed into vector representations for search (also known as embeddings). Innovation is happening at a rapid pace, models can understand concepts in documents, audio, images and more.' query: '' summary: path: sshleifer/distilbart-cnn-12-6 translation: {} workflow: translation: tasks: - action: summary - action: translation args: - fr