AWS Machine Learning - AI

DECEMBER 22, 2023

Generative AI agents are capable of producing human-like responses and engaging in natural language conversations by orchestrating a chain of calls to foundation models (FMs) and other augmenting tools based on user input. In this post, we demonstrate how to build a generative AI financial services agent powered by Amazon Bedrock.

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AWS Machine Learning - AI

MARCH 14, 2024

Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval.

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AWS Machine Learning - AI

APRIL 8, 2024

You can also explore how you can use Amazon SageMaker Role Manager to build and manage persona-based IAM roles for common machine learning needs directly through the SageMaker console. tools = [ Tool( name="Pressrelease", func=lambda q: str(index.as_query_engine().query(q)),

Artificial Inteligence 94

Artificial Inteligence Applications Knowledge Base AWS 94

AWS Machine Learning - AI

MAY 7, 2024

If you prefer to generate post call recording summaries with Amazon Bedrock rather than Amazon SageMaker, checkout this Bedrock sample solution. Hugging Face is an open-source machine learning (ML) platform that provides tools and resources for the development of AI projects.

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AWS Machine Learning - AI

FEBRUARY 19, 2024

This architecture includes the following steps: A user interacts with the Streamlit chatbot interface and submits a query in natural language This triggers a Lambda function, which invokes the Knowledge Bases RetrieveAndGenerate API. You will use this Lambda layer code later to create the Lambda function.

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AWS Machine Learning - AI

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. These agents excel at automating a wide range of routine and repetitive tasks, such as data entry, customer support inquiries, and content generation. The schema allows the agent to reason around the function of each API.

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AWS Machine Learning - AI

APRIL 18, 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 with 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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Perficient

FEBRUARY 13, 2024

The benefits of using Dolly on Databricks Dolly is a cutting-edge data analytics platform that offers advanced analytics capabilities, including machine learning algorithms, data visualization tools, and natural language processing. to automate the generation of test cases for their data pipelines. rdd.flatMap(lambda x: x).collect()

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AWS Machine Learning - AI

NOVEMBER 24, 2023

This is where Amazon Bedrock with its generative AI capabilities steps in to reshape the game. In this post, we dive into how Amazon Bedrock is transforming the product description generation process, empowering e-retailers to efficiently scale their businesses while conserving valuable time and resources.

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AWS Machine Learning - AI

APRIL 24, 2024

Conversational artificial intelligence (AI) assistants are engineered to provide precise, real-time responses through intelligent routing of queries to the most suitable AI functions. With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests.

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AWS Machine Learning - AI

FEBRUARY 9, 2024

Enterprises are seeking to quickly unlock the potential of generative AI by providing access to foundation models (FMs) to different lines of business (LOBs). To learn more about PrivateLink, see Use AWS PrivateLink to set up private access to Amazon Bedrock. steps – The steps requested (for Stability AI models).

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AWS Machine Learning - AI

NOVEMBER 22, 2023

Generative AI can automate these tasks through autonomous agents. Swagata Prateek is a Senior Software Engineer working in Amazon Location Service at Amazon Web Services (AWS) where he focuses on Generative AI and geospatial.

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AWS Machine Learning - AI

MARCH 27, 2024

This blog post discusses how BMC Software added AWS Generative AI capabilities to its product BMC AMI zAdviser Enterprise. Using machine learning, AMI zAdviser monitors mainframe build, test and deploy functions across DevOps tool chains and then offers AI-led recommendations for continuous improvement.

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AWS Machine Learning - AI

APRIL 11, 2024

We use the following key components: Embeddings – Embeddings are numerical representations of real-world objects that machine learning (ML) and AI systems use to understand complex knowledge domains like humans do. An Amazon S3 object notification event invokes the embedding AWS Lambda function.

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Artificial Inteligence Lambda AWS Machine Learning 95

Dzone - DevOps

NOVEMBER 3, 2023

But text-to-image conversion typically involves deploying an end-to-end machine learning solution, which is quite resource-intensive. What if this capability was an API call away, thereby making the process simpler and more accessible for developers?

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AWS Machine Learning - AI

DECEMBER 6, 2023

Conversational AI has come a long way in recent years thanks to the rapid developments in generative AI, especially the performance improvements of large language models (LLMs) introduced by training techniques such as instruction fine-tuning and reinforcement learning from human feedback.

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AWS Machine Learning - AI

NOVEMBER 30, 2023

Machine learning techniques can help you discover such images. “ The previous post discussed how you can use Amazon machine learning (ML) services to help you find the best images to be placed along an article or TV synopsis without typing in keywords. You submit an article or some text using the UI.

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Altexsoft

OCTOBER 26, 2023

Natural language processing (NLP) is a branch of AI that provides machines with the capability to comprehend human language. It harnesses linguistic principles, statistics, and machine learning algorithms to interpret spoken or written language, going beyond literal interpretations to capture context nuances.

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AWS Machine Learning - AI

DECEMBER 22, 2023

summarization_dataset = dolly_dataset.filter(lambda example: example["category"] == "summarization") summarization_dataset = summarization_dataset.remove_columns("category") # We split the dataset into two where test data is used to evaluate at the end. Vivek Gangasani is a AI/ML Startup Solutions Architect for Generative AI startups at AWS.

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AWS Machine Learning - AI

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding.

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CIO

MARCH 6, 2023

Shutterstock’s current focus, for instance, is generative AI — considered by many to be a bleeding-edge application. For Shutterstock, the benefits of AI have been immediately apparent. And generative AI has helped reduce the time required to prepare custom images for customers.

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AWS Machine Learning - AI

MARCH 19, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies and Amazon via a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI. Lambda function B. SQS queue C.

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