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Amazon Bedrock Agents offers developers the ability to build and configure autonomous agents in their applications. These agents help users complete actions based on organizational data and user input, orchestrating interactions between foundation models (FMs), data sources, software applications, and user conversations. Amazon Bedrock agents use the power of large language models (LLMs) to perform …

Read more “Integrate dynamic web content in your generative AI application using a web search API and Amazon Bedrock Agents”

As organizations move to deploy Generative AI solutions at scale, they often face operational challenges. GenOps, or MLOps for Gen AI, addresses these challenges. GenOps combines DevOps principles with ML workflows to deploy, monitor, and maintain Gen AI models in production. It ensures Gen AI systems are scalable, reliable, and continuously improving. Why is MLOps …

Read more “GenOps: the evolution of MLOps for gen AI”

⚡ Flash Sale Alert: Exclusive Online Passes to Chatbot Conference — Limited Availability! ⚡ Thrilling announcement! Due to overwhelming interest, we’re launching an Online Only option for this year’s Chatbot Conference, and we’re starting off with a spectacular launch! Today marks the launch of an exclusive flash sale, featuring a limited quantity of tickets — just 18 passes up …

Read more “⚡ Flash Sale Alert: Exclusive Online Passes to Chatbot Conference — Limited Availability! ⚡”

This post is co-written with Meta’s PyTorch team. In today’s rapidly evolving AI landscape, businesses are constantly seeking ways to use advanced large language models (LLMs) for their specific needs. Although foundation models (FMs) offer impressive out-of-the-box capabilities, true competitive advantage often lies in deep model customization through fine-tuning. However, fine-tuning LLMs for complex tasks …

Read more “Fine-tune Meta Llama 3.1 models using torchtune on Amazon SageMaker”

Artificial intelligence is no longer a buzzword — it’s the cornerstone of innovation driving global progress, revolutionizing industries from healthcare to finance. In fact, AI could contribute up to $15.7 trillion to the global economy by 2030, according to a PwC report.  Many of today’s startups are harnessing the power of AI to scale faster, …

Read more “Google’s AI First Accelerator: Boosting Europe’s innovator scene”