Amazon Bedrock Archives - Page 7 of 10

Begin exploring Amazon Titan Text Embeddings V2: An innovative embeddings model presented by Amazon Bedrock.

Amazon Bedrock, Amazon Machine Learning, Announcements, Artificial Intelligence, UncategorizedMay 3, 202436Views 0Likes 0Comments

Amazon recently announced the launch of its second-generation model for text embeddings, Amazon Titan Text Embeddings V2. Text embeddings are essential for various natural language processing (NLP) applications such as knowledge bases, language models, and recommendation systems. The Amazon Titan V2 model is optimized to support customer use cases such as Retrieval Augmented Generation (RAG),…

Utilize chatbot automation for obtaining documents and data through the use of Agents and Knowledge Bases in Amazon Bedrock.

Amazon Bedrock, AWS Cloud Development Kit, Best Practices, Technical How-to, Thought Leadership, UncategorizedMay 2, 202441Views 0Likes 0Comments

The article discusses the challenges faced by many customers in managing diverse data sources and presents a solution for developing a chatbot capable of answering queries using both documentation and databases. The chatbot leverages Amazon's fully-managed service, Amazon Bedrock, which uses high-performing Foundation Models (FMs) from leading AI companies, dealing with structured and unstructured data. Amazon…

Refine and implement language models utilizing Amazon SageMaker Canvas and Amazon Bedrock.

Amazon Bedrock, Amazon SageMaker, Amazon SageMaker Canvas, Artificial Intelligence, Generative AI, Intermediate (200), Technical How-to, UncategorizedMay 2, 202442Views 0Likes 0Comments

Boost customer service effectiveness by utilizing AI-driven summarization through Amazon Transcribe Call Analytics.

Amazon Bedrock, Amazon Machine Learning, Amazon Transcribe, Artificial Intelligence, UncategorizedMay 1, 202431Views 0Likes 0Comments

Amazon has introduced a generative AI call summarization feature to its Transcribe Call Analytics product. The new feature means customer service representatives no longer need to manually chronicle their interactions with customers, which can often account for up to a third of total call time. The additional capability will reduce customer waiting times and improve efficiencies…

Amazon Bedrock’s Knowledge Bases now makes it easier to ask queries about a single document.

Amazon Bedrock, Artificial Intelligence, Generative AI, Intermediate (200), UncategorizedApril 27, 202434Views 0Likes 0Comments

Improve the functionality of chatbot AI by leveraging sophisticated routing methods through Amazon’s Bedrock platform.

Advanced (300), Amazon Bedrock, Generative AI, Technical How-to, UncategorizedApril 25, 202435Views 0Likes 0Comments

Conversational AI assistants are able to provide quick, accurate responses via intelligent routing of questions to the most suitable AI functions. One example of this is Amazon Bedrock, a fully managed service that offers a selection of high-performance base models from leading AI companies via a single API. This post examines two primary techniques for…

Developing scalable, safe and dependable RAG applications using Knowledge Bases for Amazon Bedrock

Amazon Bedrock, Amazon Machine Learning, Artificial Intelligence, AWS Well-Architected Framework, Generative AI, Intermediate (200), UncategorizedApril 24, 202437Views 0Likes 0Comments

Generative artificial intelligence (AI) is advancing rapidly, and organizations are exploring its potential applications. To ensure long-term success of AI-powered systems, it is essential to align them with well-established architectural principles. In this sense, the Amazon Web Services (AWS) Well-Architected Framework offers valuable guidelines for designing and operating reliable, secure, efficient, and cost-effective systems in…