This is the Linux app named txtai whose latest release can be downloaded as v6.1.0.zip. It can be run online in the free hosting provider OnWorks for workstations.
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txtai
DESCRIPTION
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. Machine-learning pipelines to run extractive question-answering, zero-shot labeling, transcription, translation, summarization and text extraction. Cloud-native architecture that scales out with container orchestration systems (e.g. Kubernetes). Applications range from similarity search to complex NLP-driven data extractions to generate structured databases. The following applications are powered by txtai.
Features
- Large-scale similarity search with multiple index backends
- Create embeddings for text snippets, documents, audio, images and video
- Supports transformers and word vectors
- Workflows that join pipelines together to aggregate business logic
- txtai processes can be microservices or full-fledged indexing workflows
- API bindings for JavaScript, Java, Rust and Go
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/txtai.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
