AWS Machine Learning - AI

JULY 15, 2024

In this post we show you how Mixbook used generative artificial intelligence (AI) capabilities in AWS to personalize their photo book experiences—a step towards their mission. The raw photos are stored in Amazon Simple Storage Service (Amazon S3). Data intake A user uploads photos into Mixbook.

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AWS Machine Learning - AI

APRIL 8, 2024

Unlocking accurate and insightful answers from vast amounts of text is an exciting capability enabled by large language models (LLMs). When building LLM applications, it is often necessary to connect and query external data sources to provide relevant context to the model.

Artificial Inteligence 103

Artificial Inteligence Applications Knowledge Base AWS 103

AWS Machine Learning - AI

FEBRUARY 6, 2024

The application uses the Amplify libraries for Amazon Simple Storage Service (Amazon S3) and uploads documents provided by users to Amazon S3. The WebSocket triggers an AWS Lambda function, which creates a record in Amazon DynamoDB. Another Lambda function gets triggered with a new message in the SQS queue.

Generative AI 106

Generative AI AWS Lambda Technical Review 106

AWS Machine Learning - AI

SEPTEMBER 18, 2024

These models can be integrated into the logo design workflow, allowing designers to rapidly ideate, experiment, generate, and edit a wide range of unique visual images. The API invokes a Lambda function, which uses the Amazon Bedrock API to invoke the Stability AI SDXL 1.0 This API will be used to invoke the Lambda function.

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Lambda Generative AI AWS Resources 105

Dzone - DevOps

APRIL 24, 2023

Currently, AWS offers over 200 cloud services, including cloud hosting, storage, machine learning, and container management. In 2006, Amazon launched its cloud services platform, Amazon Web Services (AWS) , one of the leading cloud providers to date.

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AWS Lambda Software Review Artificial Inteligence 98

Cloudera

JANUARY 6, 2021

Python is used extensively among Data Engineers and Data Scientists to solve all sorts of problems from ETL/ELT pipelines to building machine learning models. Apache HBase is an effective data storage system for many workflows but accessing this data specifically through Python can be a struggle. Introduction.

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Crunchbase News

MARCH 19, 2024

To say investors seem bullish on AI may be the understatement of the decade, as venture funding in the space topped $50 billion last year and is again going full bore with huge rounds for the likes of Figure and Lambda. billion last June. Illustration: Dom Guzman

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AWS Machine Learning - AI

MARCH 7, 2024

The workflow consists of the following steps: A user uploads multiple images into an Amazon Simple Storage Service (Amazon S3) bucket via a Streamlit web application. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. The Step Functions workflow runs the following steps for each image: 5.1

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AWS Machine Learning - AI

JULY 30, 2024

An AWS Lambda function fetches the YouTube videos from the playlist as audio (mp3 files) into the YTMediaBucket and also creates a metadata file in the MetadataFolderPrefix location with metadata for the YouTube video. Solution overview Mediasearch Q Business is straightforward to install and try out.

Media 87

Media Lambda AWS Video 87

Xebia

AUGUST 29, 2023

Key features of AWS Batch Efficient Resource Management: AWS Batch automatically provisions the required resources, such as compute instances and storage, based on job requirements. Integration with AWS Services: AWS Batch seamlessly integrates with other AWS services, such as Amazon S3, AWS Lambda, and Amazon DynamoDB.

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AWS Machine Learning - AI

AUGUST 13, 2024

Generative artificial intelligence (AI) provides an opportunity for improvements in healthcare by combining and analyzing structured and unstructured data across previously disconnected silos. In this post, we explore using the Anthropic Claude 3 on Amazon Bedrock large language model (LLM).

Healthcare 106

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AWS Machine Learning - AI

SEPTEMBER 6, 2024

Generative artificial intelligence (AI) can be vital for marketing because it enables the creation of personalized content and optimizes ad targeting with predictive analytics. LLMs don’t have straightforward automatic evaluation techniques. Therefore, human evaluation was required for insights generated by the LLM.

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The Crazy Programmer

SEPTEMBER 25, 2023

Get 1 GB of free storage. Try Render Vercel Earlier known as Zeit, the Vercel app acts as the top layer of AWS Lambda which will make running your applications easy. Their service provides the most sophisticated vision, language, speech, and AI models, hence you will be able to create your machine-learning system.

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Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider. What Is a Public Cloud?

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AWS Machine Learning - AI

MAY 14, 2024

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. These models are pre-trained on massive datasets and, to sometimes fine-tuned with smaller sets of more task specific data.

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Generative AI Artificial Inteligence AWS Applications 94

Altexsoft

APRIL 27, 2023

AWS Lambda), compute services, management applications, and more. AWS offers over 200 fully featured services for computing, storage, database, network, and analytics. This includes mastery of databases, serverless tools (e.g. About AltexSoft AltexSoft is a technology consulting company specializing in travel tech and data services.

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AWS Machine Learning - AI

MARCH 15, 2024

Fortunately, with the advent of generative AI and large language models (LLMs) , it’s now possible to create automated systems that can handle natural language efficiently, and with an accelerated on-ramping timeline. This can be done with a Lambda layer or by using a specific AMI with the required libraries.

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Apiumhub

MARCH 12, 2024

Implementation: Using edge computing frameworks like AWS IoT Greengrass or Azure IoT Edge to deploy machine learning models directly on edge devices for real-time data analysis. AI-Driven Security Analytics Artificial Intelligence (AI) is playing a pivotal role in enhancing cloud security.

Trends 52

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AWS Machine Learning - AI

SEPTEMBER 24, 2024

It also enables operational capabilities including automated testing, conversation analytics, monitoring and observability, and LLM hallucination prevention and detection. “We An optional CloudFormation stack to enable an asynchronous LLM hallucination detection feature. seconds or less. Virginia), and US West (Oregon).

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AWS Machine Learning - AI

SEPTEMBER 25, 2024

In the realm of generative artificial intelligence (AI) , Retrieval Augmented Generation (RAG) has emerged as a powerful technique, enabling foundation models (FMs) to use external knowledge sources for enhanced text generation. The user query and the relevant information are both given to the large language model (LLM).

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AWS Machine Learning - AI

FEBRUARY 19, 2024

Chatbots use the advanced natural language capabilities of large language models (LLMs) to respond to customer questions. They can understand conversational language and respond naturally. It augments prompts with these relevant chunks to generate an answer using the LLM.

Knowledge Base 101

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AWS Machine Learning - AI

JULY 10, 2024

Now that you understand the concepts for semantic and hierarchical chunking, in case you want to have more flexibility, you can use a Lambda function for adding custom processing logic to chunks such as metadata processing or defining your custom logic for chunking. Make sure to create the Lambda layer for the specific open source framework.

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Knowledge Base Artificial Inteligence Lambda Applications 113

AWS Machine Learning - AI

MAY 7, 2024

A more efficient way to manage meeting summaries is to create them automatically at the end of a call through the use of generative artificial intelligence (AI) and speech-to-text technologies. The Hugging Face containers host a large language model (LLM) from the Hugging Face Hub.

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Artificial Inteligence Meeting Generative AI AWS 109

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. For direct device actions like start, stop, or reboot, we use the action-on-device action group, which invokes a Lambda function.

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AWS Machine Learning - AI

SEPTEMBER 12, 2024

In this post, we discuss how generative artificial intelligence (AI) can help health insurance plan members get the information they need. A pre-configured prompt template is used to call the LLM and generate a valid SQL query. This step also checks if no data or too many rows are returned by the query.

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AWS Machine Learning - AI

AUGUST 21, 2024

The latest advances in generative artificial intelligence (AI) allow for new automated approaches to effectively analyze large volumes of customer feedback and distill the key themes and highlights. This post explores an innovative application of large language models (LLMs) to automate the process of customer review analysis.

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Palo Alto Networks

MARCH 10, 2021

This provides a webhook to create a ticket in a service desk system or a security orchestration and response tool, such as Cortex XSOAR , or launch an AWS Lambda function, which can quarantine by shutting down the instance or lock down the Security Group. Rapid Detection and Response Against Advanced Attacks.

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Cloudera

MARCH 22, 2023

Over the past handful of years, systems architecture has evolved from monolithic approaches to applications and platforms that leverage containers, schedulers, lambda functions, and more across heterogeneous infrastructures. To do so, the platform provides a range of analytics across the complete data life cycle.

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AWS Machine Learning - AI

JUNE 26, 2024

Artificial intelligence (AI)-powered assistants can boost the productivity of a financial analysts, research analysts, and quantitative trading in capital markets by automating many of the tasks, freeing them to focus on high-value creative work. Pass the results with the prompt to an LLM within Amazon Bedrock.

Artificial Inteligence 105

Artificial Inteligence Research Knowledge Base Applications 105

AWS Machine Learning - AI

SEPTEMBER 13, 2024

In this post, we explore a solution that uses generative artificial intelligence (AI) to generate a SQL query from a user’s question in natural language. This could be Amazon Elastic Compute Cloud (Amazon EC2), AWS Lambda , AWS SDK , Amazon SageMaker notebooks, or your workstation if you are doing a quick proof of concept.

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AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. This includes sales collateral, customer engagements, external web data, machine learning (ML) insights, and more.

Generative AI 103

Generative AI AWS Artificial Inteligence Technical Review 103

AWS Machine Learning - AI

DECEMBER 22, 2023

We start off with a baseline foundation model from SageMaker JumpStart and evaluate it with TruLens , an open source library for evaluating and tracking large language model (LLM) apps. In development, you can use open source TruLens to quickly evaluate, debug, and iterate on your LLM apps in your environment.

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AWS Machine Learning - AI

MAY 22, 2024

Using machine learning (ML) and natural language processing (NLP) to automate product description generation has the potential to save manual effort and transform the way ecommerce platforms operate. BLIP-2 consists of three models: a CLIP-like image encoder, a Querying Transformer (Q-Former) and a large language model (LLM).

Fashion 113

Fashion Artificial Inteligence Generative AI AWS 113

AWS Machine Learning - AI

JULY 2, 2024

Knowledge bases allow Amazon Bedrock users to unlock the full potential of Retrieval Augmented Generation (RAG) by seamlessly integrating their company data into the language model’s generation process. If the validation is successful, the Lambda function queries the knowledge base using the provided patient or list of patient’s IDs.

Knowledge Base 106

Knowledge Base Artificial Inteligence Lambda Authentication 106

Existek

JANUARY 11, 2022

They provided a few services like computing, Azure Bob storage, SQL Azure, and Azure Service Bus. For example, they considerably revised the cloud strategy due to the need to transform the delivery model from PaaS to IaaS, thus renaming Windows Azure to Microsoft Azure in 2014. . Machine learning. Migration and transfer.

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AWS Machine Learning - AI

MAY 15, 2024

With that goal, Amazon Ads has used artificial intelligence (AI), applied science, and analytics to help its customers drive desired business outcomes for nearly two decades. Next, we present the solution architecture and process flows for machine learning (ML) model building, deployment, and inferencing.

Generative AI 106

Generative AI Artificial Inteligence Advertising Technical Review 106

AWS Machine Learning - AI

AUGUST 5, 2024

Fortunately, the rise of artificial intelligence (AI) solutions that can transcribe audio and provide semantic search capabilities now offer more efficient solutions for querying content from audio files at scale. In this solution, audio files stored in mp3 format are first uploaded to Amazon Simple Storage Service (Amazon S3) storage.

Knowledge Base 89

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