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Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. For example, an AI-powered productivity tool for an ecommerce company might feature dedicated interfaces for different roles, such as content marketers and business analysts.

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Tavus taps generative AI to power personalized videos with voice and face cloning

TechCrunch

Generative AI is already looking like the major tech trend of 2023. Specific to Tavus, there have been comparable companies out there for a few years already such as Windsor , which does something similar albeit with a heavy focus on ecommerce.

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Amazon Bedrock Flows is now generally available with enhanced safety and traceability

AWS Machine Learning - AI

Today, we are excited to announce the general availability of Amazon Bedrock Flows (previously known as Prompt Flows). With Bedrock Flows, you can quickly build and execute complex generative AI workflows without writing code. Key benefits include: Simplified generative AI workflow development with an intuitive visual interface.

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Generative AI upskilling can help future-proof your company

CIO

Many people compare the impact of generative AI on society to the way the Internet democratized information access at the turn of the century. The Internet provided a digital gateway to information discovery, ecommerce and social connections, creating millions of jobs. 1 Workforce Upskilling for the AI Era, IDC, Jan.

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Model customization, RAG, or both: A case study with Amazon Nova

AWS Machine Learning - AI

It adjusts the models parameters to better align with the nuances of the target task while using its general knowledge. Check out the Generative AI Innovation Center for our latest work and customer success stories. Before joining Amazon, Sungmin was a postdoctoral research fellow at Harvard Medical School. Rahul holds a Ph.D.

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Revolutionizing customer service: MaestroQA’s integration with Amazon Bedrock for actionable insight

AWS Machine Learning - AI

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, such as AI21 Labs, Anthropic, Cohere, Meta, Mistral, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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Streamline generative AI development in Amazon Bedrock with Prompt Management and Prompt Flows (preview)

AWS Machine Learning - AI

As the adoption of generative AI continues to grow, many organizations face challenges in efficiently developing and managing prompts. Before introducing the details of the new capabilities, let’s review how prompts are typically developed, managed, and used in a generative AI application.