AWS Machine Learning Blog

NOVEMBER 7, 2024

In this second part, we expand the solution and show to further accelerate innovation by centralizing common Generative AI components. We also dive deeper into access patterns, governance, responsible AI, observability, and common solution designs like Retrieval Augmented Generation. They’re illustrated in the following figure.

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Generative AI AI AI Responsible AI 115

AWS Machine Learning Blog

FEBRUARY 1, 2024

Make sure to validate prompt input data and prompt input size for allocated character limits that are defined by your model. If you’re performing prompt engineering, you should persist your prompts to a reliable data store.

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Generative AI Prompt Engineer Prompt Engineering AI 134

AWS Machine Learning Blog

JULY 11, 2024

Agents for Amazon Bedrock automates the prompt engineering and orchestration of user-requested tasks. After being configured, an agent builds the prompt and augments it with your company-specific information to provide responses back to the user in natural language. He holds an MS degree in Computer Science.

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Data Ingestion DevOps Prompt Engineer Prompt Engineering 131

AWS Machine Learning Blog

NOVEMBER 19, 2024

As you browse the re:Invent catalog , select your learning topic and use the “Generative AI” area of interest tag to find the sessions most relevant to you. Fourth, we’ll address responsible AI, so you can build generative AI applications with responsible and transparent practices.

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ML Generative AI AI AI 89

AWS Machine Learning Blog

MAY 1, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, 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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Chatbots Automation Machine Learning DevOps 127

ODSC - Open Data Science

JANUARY 10, 2024

The AI Paradigm Shift: Under the Hood of a Large Language Models Valentina Alto | Azure Specialist — Data and Artificial Intelligence | Microsoft Develop an understanding of Generative AI and Large Language Models, including the architecture behind them, their functioning, and how to leverage their unique conversational capabilities.

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Large Language Models LLM Deep Learning Data Science 52

AWS Machine Learning Blog

MAY 9, 2024

Through advanced analytics, software, research, and industry expertise across over 20 countries, Verisk helps build resilience for individuals, communities, and businesses. The company is committed to ethical and responsible AI development, with human oversight and transparency. He holds an M.S.

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Insight Engine Generative AI LLM AI 134

ODSC - Open Data Science

SEPTEMBER 8, 2023

Get your ODSC West pass by the end of the day Thursday to save up to $450 on 300+ hours of hands-on training sessions, expert-led workshops, and talks in Generative AI, Machine Learning, NLP, LLMs, Responsible AI, and more. Catch this flash sale ASAP!

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ChatGPT Large Language Models Data Scientist Neural Network 52

Pickl AI

AUGUST 2, 2023

Software Development ChatGPT can assist developers in writing code snippets, explaining complex programming concepts, or troubleshooting issues. The Ethical Considerations While Using ChatGPT With the advancements in AI, ethical concerns are paramount. Key features of ChatGPT4 which make it better than GPT 3.5

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ChatGPT Neural Network Prompt Engineer Prompt Engineering 52

AWS Machine Learning Blog

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. Learn more about our commitment to Responsible AI and additional responsible AI resources to help our customers.

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AWS Machine Learning Blog

SEPTEMBER 9, 2024

The AI Service Layer allows Domo to switch between different models provided by Amazon Bedrock for individual tasks and track their performance across key metrics like accuracy, latency, and cost. The Agent Planner component is responsible for orchestrating the various tasks required to fulfill the end-user request.

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Software Architect Generative AI AI AI 119