Retrieval Augmented Generation (RAG) is a state-of-the-art approach to building question answering systems that combines the strengths of retrieval and generative language models. RAG models retrieve relevant information from a large corpus of text and then use a generative language model to synthesize an answer based on the retrieved information.Continue Reading
Amazon Q Business is a conversational assistant powered by generative artificial intelligence (AI) that enhances workforce productivity by answering questions and completing tasks based on information in your enterprise systems, which each user is authorized to access. In an earlier post, we discussed how you can build private and secureContinue Reading
With last month’s blog, I started a series of posts that highlight the key factors that are driving customers to choose Amazon Bedrock. I explored how Bedrock enables customers to build a secure, compliant foundation for generative AI applications. Now I’d like to turn to a slightly more technical, butContinue Reading
Retrieval Augmented Generation (RAG) is a state-of-the-art approach to building question answering systems that combines the strengths of retrieval and foundation models (FMs). RAG models first retrieve relevant information from a large corpus of text and then use a FM to synthesize an answer based on the retrieved information. AnContinue Reading
This post is co-authored by Daryl Martis and Darvish Shadravan from Salesforce. This is the fourth post in a series discussing the integration of Salesforce Data Cloud and Amazon SageMaker. In Part 1 and Part 2, we show how Salesforce Data Cloud and Einstein Studio integration with SageMaker allows businessesContinue Reading
straga/iStock via Getty Images U.S. natural gas futures tumbled to two-month lows following a bigger than expected weekly storage build as production rose, and the amount of gas flowing to liquefied natural gas export plants fell as the Freeport LNG plant in Texas shut early this week due to HurricaneContinue Reading
Imagine this—all employees relying on generative artificial intelligence (AI) to get their work done faster, every task becoming less mundane and more innovative, and every application providing a more useful, personal, and engaging experience. To realize this future, organizations need more than a single, powerful large language model (LLM) orContinue Reading
Foreigners and expats living outside of their home country deal with a large number of emails in various languages daily. They often find themselves struggling with language barriers when it comes to setting up reminders for events like business gatherings and customer meetings. To solve this problem, this post showsContinue Reading
Champaign, Illinois, United States, July 2nd, 2024, Chainwire Pi Squared, (Proof of Proof), announced the closure of their first capital raise. Led by Polychain Capital, the syndicate includes ABCDE, Bloccelerate, Generative Ventures, Robot Ventures, and Samsung (KS:) Next. Angel investors include Shumo Chu, Harish Devarajan, Justin Drake, Sreeram Kanaan, CsongorContinue Reading
Organizations strive to implement efficient, scalable, cost-effective, and automated customer support solutions without compromising the customer experience. Generative artificial intelligence (AI)-powered chatbots play a crucial role in delivering human-like interactions by providing responses from a knowledge base without the involvement of live agents. These chatbots can be efficiently utilized forContinue Reading
