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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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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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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. ” Under the hood, Tavus says that it uses machine learning to train a model on facial gestures and lip movements, creating a system that realistically mimics these movements in sync with synthesized audio.

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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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How search accelerates your path to “AI first”

CIO

The combination of AI and search enables new levels of enterprise intelligence, with technologies such as natural language processing (NLP), machine learning (ML)-based relevancy, vector/semantic search, and large language models (LLMs) helping organizations finally unlock the value of unanalyzed data.

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Build a reverse image search engine with Amazon Titan Multimodal Embeddings in Amazon Bedrock and AWS managed services

AWS Machine Learning - AI

In ecommerce, visual search technology revolutionizes how customers find products by enabling them to search for products using images instead of text. Companies such as Amazon use this technology to allow users to use a photo or other image to search for similar products on their ecommerce websites.

AWS 101
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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.