Voyage AI

Voyage AI

Nemáte nainštalovaný WebCatalog Desktop? Stiahnite si WebCatalog Desktop.

Vylepšite vaše skúsenosti s desktopovou aplikáciou pre Voyage AI na WebCatalog Desktop pre Mac, Windows.

Spúšťajte aplikácie v oknách bez vyrušovania s mnohými vylepšeniami.

Spravujte a prepínajte medzi viacerými účtami a aplikáciami jednoducho bez prepínania prehliadačov.

Voyage is a team of leading AI researchers and engineers, dedicated to building embeddings models, customized for domains and companies, for better retrieval accuracy and RAG applications. Voyage AI provides cutting-edge embedding and rerankers. Embedding models are neural net models (e.g., transformers) that convert unstructured and complex data, such as documents, images, audios, videos, or tabular data, into dense numerical vectors (i.e. embeddings) that capture their semantic meanings. These vectors serve as representations/indices for datapoints and are essential building blocks for semantic search and retrieval-augmented generation (RAG), which is the predominant approach for domain-specific or company-specific chatbots and other AI applications. Rerankers are neural nets that output relevance scores between a query and multiple documents. It is common practice to use the relevance scores to rerank the documents initially retrieved with embedding-based methods (or with lexical search algorithms such as BM25 and TF-IDF). Selecting the highest-scored documents refines the retrieval results into a more relevant subset. Voyage AI provides API endpoints for embedding and reranking models that take in your data (e.g., documents, queries, or query-document pairs) and return their embeddings or relevance scores. Embedding models and rerankers, as modular components, seamlessly integrate with other parts of a RAG stack, including vector stores and generative Large Language Models (LLMs). Voyage AI’s embedding models and rerankers are state-of-the-art in retrieval accuracy.

Webstránka: voyageai.com

Upozornenie: WebCatalog nie je nijako prepojený, spojený, autorizovaný, schválený alebo oficiálne spojený s Voyage AI. Všetky názvy produktov, logá a značky sú majetkom svojich príslušných vlastníkov.

Alternatívy

Mohlo by sa vám tiež páčiť

© 2025 WebCatalog, Inc.