ROLE OF VECTOR DATABASES IN LARGE LANGUAGE MODELS (LLMS)
Artificial intelligence has been revolutionized due to the integration the vector data with LLMs and enhancing the similarity search as well as boosting semantic analysis, which can provide the path for further advancements.
Abstract
: This Artificial intelligence has been revolutionized due to the integration the vector data with LLMs and enhancing the similarity search as well as boosting semantic analysis. Vector databases have a lot of benefits but besides the benefits, they also face challenges that can reduce the performance of the LLMs. To deal with the challenges faced by vector databases there is a need for innovative technologies and innovations that can boost the responses. Organizations can enhance innovations in the applications of language processing and can provide the path for further advancements.