AI's tendency to produce inaccurate answers is particularly concerning for businesses, as it can directly impact their revenue. A recent Salesforce survey showed that half of workers are apprehensive about the reliability of generative AI in their companies.
Voyage AI, founded by Stanford professor Tengyu Ma, has emerged as a leader in developing retrieval-augmented generation (RAG) systems. The technology ties an AI model closely to a knowledge base to enhance the accuracy of the generated responses.
Tengyu Ma stated, 'Voyage is on a mission to enhance search and retrieval accuracy and efficiency in enterprise AI.' The solutions provided are customized to fit specific domains, addressing the nuanced needs of various industries.
Voyage employs contextual embeddings to accurately interpret different meanings of words based on their context. For example, the word 'bank' generates unique vectors when it appears in different scenarios, reflecting its diverse meanings.
#ai-reliability #business-technology #retrieval-augmented-generation #voyage-ai #contextual-embeddings
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