what is elasticsearch? searchblox products enterprise search enterprise search fully managed enterprise search on aws fully managed enterprise search on aws platinum support platinum support searchai answers searchai answers searchai smartsuggest searchai smartsuggest site search site search ecommerce search...
RAG isn’t the only technique used to improve the accuracy of LLM-based generative AI. Another technique is semantic search, which helps the AI system narrow down the meaning of a query by seeking deep understanding of the specific words and phrases in the prompt. Traditional search is focused...
Announcements of new and enhanced features, including a service rename of Azure Cognitive Search to Azure AI Search.
Using the example of a chatbot, once a user inputs a prompt, RAG summarizes that prompt usingvector embeddings-- which arecommonly managedin vector databases -- keywords or semantic data. The converted data is sent to a search platform to retrieve the requested data, which is then sorted bas...
Retrieval models act as the information gatekeepers in the RAG architecture. Their primary function is to search through a large corpus of data to find relevant pieces of information that can be used for text generation. Think of them as specialized librarians who know exactly which 'books' to ...
of vector search. Precise vector searches support document and data searchuse cases. Vector search is also widely used in artificial intelligence (AI) and machine learning (ML), as well as to support other use cases such aschatbots, recommendation systems andretrieval-augmented generation(RAG). ...
What Is Speech AI vs. Conversational AI? Speech AI components typically form part of a larger voice-basedconversational AIsystem, which combines various technologies such as automatic speech recognition,large language model(LLM) enhanced withretrieval-augmented generation(RAG), and text-to-speech to ...
RAG agent. Coordinates the retrieval of specific, up-to-date data necessary for an LLM to make a proper response to a prompt or carry out a task. Scheduler agent. Schedules meetings with stakeholders to advance a project. Search agent. Determines the optimal type of search, for example, a...
The desk-phone control feature is popular for calling and call center use cases. Previously, customers were able to use the Webex App to control their desk phone and make calls without having to search through their contact directory. They were also able to control calls through the Webex App...
For Linux, build an NGINX web-server within an Ubuntu VM using: Azure CLI Azure portal Azure PowerShell For Windows, build an IIS web server within a Windows Server 2016 VM using: Azure CLI Azure portal Azure PowerShell Migrate to the cloud ...