AWS Machine Learning - AI

APRIL 1, 2025

AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. This gives you an AI agent that can transform the way you manage your AWS spend. Perplexity AI MCP server to interpret the AWS spend data.

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Generative AI AWS Artificial Inteligence Software Review 130

AWS Machine Learning - AI

DECEMBER 23, 2024

When even greater precision and contextual fidelity are required, the solution evolves to graph-enhanced RAG (GraphRAG), where graph structures provide enhanced reasoning and relationship modeling capabilities. How graphs make RAG more accurate In this section, we discuss the ways in which graphs make RAG more accurate.

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Generative AI Artificial Inteligence AWS Knowledge Base 118

DevOps.com

JULY 7, 2020

Amazon Web Services (AWS) has made generally available a tool dubbed Amazon CodeGuru that employs machine learning algorithms to recommend ways to improve code quality and identify which lines of code are the most expensive to run on its cloud service.

Artificial Inteligence 138

Artificial Inteligence Machine Learning AWS Open Source 138

Prisma Clud

NOVEMBER 22, 2024

Organizations are increasingly turning to cloud providers, like Amazon Web Services (AWS), to address these challenges and power their digital transformation initiatives. However, the vastness of AWS environments and the ease of spinning up new resources and services can lead to cloud sprawl and ongoing security risks.

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AWS Cloud Network Compliance 105

O'Reilly Media - Data

JULY 17, 2018

Although machine learning (ML) can produce fantastic results, using it in practice is complex. At Spark+AI Summit 2018, my team at Databricks introduced MLflow , a new open source project to build an open ML platform. Machine learning workflow challenges. MLflow: An open machine learning platform.

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Artificial Inteligence Machine Learning Software Review Open Source 273

TechCrunch

MAY 15, 2023

With Together, Prakash, Zhang, Re and Liang are seeking to create open source generative AI models and services that, in their words, “help organizations incorporate AI into their production applications.” Google Cloud, AWS, Azure). Google Cloud, AWS, Azure).

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Open Source Generative AI ChatGPT Hardware 229

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. This post provides guidance on how you can create a video insights and summarization engine using AWS AI/ML services.

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AWS Machine Learning - AI

MARCH 13, 2025

DeepSeek-R1 , developed by AI startup DeepSeek AI , is an advanced large language model (LLM) distinguished by its innovative, multi-stage training process. Instead of relying solely on traditional pre-training and fine-tuning, DeepSeek-R1 integrates reinforcement learning to achieve more refined outputs.

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Artificial Inteligence AWS Machine Learning Load Balancer 80

The Crazy Programmer

JUNE 14, 2024

Artificial Intelligence (AI) is revolutionizing software development by enhancing productivity, improving code quality, and automating routine tasks. Amazon CodeWhisperer Amazon CodeWhisperer is a machine learning-powered code suggestion tool from Amazon Web Services (AWS).

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Programming Tools Software Review Artificial Inteligence 271

AWS Machine Learning - AI

MARCH 11, 2025

DeepSeek-R1 is a large language model (LLM) developed by DeepSeek AI that uses reinforcement learning to enhance reasoning capabilities through a multi-stage training process from a DeepSeek-V3-Base foundation. See the following GitHub repo for more deployment examples using TGI, TensorRT-LLM, and Neuron.

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Artificial Inteligence AWS Generative AI Metrics 69

AWS Machine Learning - AI

DECEMBER 6, 2024

Today, we are excited to announce that Mistral-NeMo-Base-2407 and Mistral-NeMo-Instruct-2407 twelve billion parameter large language models from Mistral AI that excel at text generationare available for customers through Amazon SageMaker JumpStart. An AWS Identity and Access Management (IAM) role to access SageMaker.

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Artificial Inteligence AWS Generative AI Training 88

AWS Machine Learning - AI

MARCH 3, 2025

Hybrid architecture with AWS Local Zones To minimize the impact of network latency on TTFT for users regardless of their locations, a hybrid architecture can be implemented by extending AWS services from commercial Regions to edge locations closer to end users. We use Metas open source Llama 3.2-3B

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AWS Artificial Inteligence Technical Review Systems Review 70

CIO

JUNE 28, 2023

Amazon Web Services (AWS) on Tuesday unveiled a new no-code offering, dubbed AppFabric, designed to simplify SaaS integration for enterprises by increasing application observability and reducing operational costs associated with building point-to-point solutions. AppFabric, which is available across AWS’ US East (N.

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Generative AI AWS Artificial Inteligence Enterprise 204

AWS Machine Learning - AI

MARCH 13, 2025

Advancements in multimodal artificial intelligence (AI), where agents can understand and generate not just text but also images, audio, and video, will further broaden their applications. If the model determines that one of the tools can help generate a response, it returns a request to use the tool.

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Artificial Inteligence Lambda Generative AI Travel 84

AWS Machine Learning - AI

MARCH 13, 2025

We discuss the unique challenges MaestroQA overcame and how they use AWS to build new features, drive customer insights, and improve operational inefficiencies. They were also able to use the familiar AWS SDK to quickly and effortlessly integrate Amazon Bedrock into their application. The best is yet to come.

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Generative AI CTO Coach AWS Artificial Inteligence 101

TechCrunch

AUGUST 24, 2022

In 2020, Chinese startup Zilliz — which builds cloud-native software to process data for AI applications and unstructured data analytics, and is the creator of Milvus , the popular open source vector database for similarity searches — raised $43 million to scale its business and prep the company to make a move into the U.S.

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Open Source Artificial Inteligence Comparison Machine Learning 199

AWS Machine Learning - AI

MARCH 11, 2025

OpenAI launched GPT-4o in May 2024, and Amazon introduced Amazon Nova models at AWS re:Invent in December 2024. Large language models (LLMs) are generally proficient in responding to user queries, but they sometimes generate overly broad or inaccurate responses.

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Artificial Inteligence Knowledge Base Comparison Generative AI 91

Xebia

MARCH 21, 2023

Amazon Neptune is a managed graph database service offered by AWS. Setting up the environment in AWS This walkthrough assumes you are familiar with networking in AWS and can set up the corresponding ACLs, Route tables, and Security Groups for VPC/Regional reachability. aws/config ).

Open Source 130

Open Source AWS Lambda Artificial Inteligence 130

AWS Machine Learning - AI

OCTOBER 29, 2024

This solution uses decorators in your application code to capture and log metadata such as input prompts, output results, run time, and custom metadata, offering enhanced security, ease of use, flexibility, and integration with native AWS services.

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Generative AI Applications AWS Knowledge Base 100

AWS Machine Learning - AI

NOVEMBER 14, 2024

ComfyUI is an open source, node-based application that empowers users to generate images, videos, and audio using advanced AI models, offering a highly customizable workflow for creative projects. She’s passionate about machine learning technologies and environmental sustainability.

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Engineering AWS 3D Generative AI 103

Xebia

FEBRUARY 28, 2025

Gartner reported that on average only 54% of AI models move from pilot to production: Many AI models developed never even reach production. … that is not an awful lot. We spent time trying to get models into production but we are not able to. No longer is Machine Learning development only about training a ML model.

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Technical Review Weak Development Team Artificial Inteligence Machine Learning 182

TechCrunch

NOVEMBER 22, 2022

Artificial intelligence has become ubiquitous in clinical diagnosis. “We see ourselves building the foundational layer of artificial intelligence in healthcare. Healthtech startup RedBrick AI has raised $4.6 But researchers need much of their initial time preparing data for training AI systems.

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AWS Machine Learning - AI

NOVEMBER 14, 2024

Streamlit is an open source framework for data scientists to efficiently create interactive web-based data applications in pure Python. We use Anthropic’s Claude 3 Sonnet model in Amazon Bedrock and Streamlit for building the application front-end. Make sure your AWS credentials are configured correctly.

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Software Review Technical Review AWS Artificial Inteligence 96

AWS Machine Learning - AI

MARCH 18, 2025

This application allows users to ask questions in natural language and then generates a SQL query for the users request. Large language models (LLMs) are trained to generate accurate SQL queries for natural language instructions. However, off-the-shelf LLMs cant be used without some modification.

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Artificial Inteligence Applications Generative AI Off-The-Shelf 76

CIO

DECEMBER 1, 2023

Since its origins in the early 1970s, LexisNexis and its portfolio of legal and business data and analytics services have faced competitive threats heralded by the rise of the Internet, Google Search, and open source software — and now perhaps its most formidable adversary yet: generative AI, Reihl notes. We will pick the optimal LLM.

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Generative AI Artificial Inteligence ChatGPT Azure 193

AWS Machine Learning - AI

NOVEMBER 7, 2024

AI agents , powered by large language models (LLMs), can analyze complex customer inquiries, access multiple data sources, and deliver relevant, detailed responses. x or later The AWS CDK CLI installed Deploy the solution The following steps outline the process to deploying the solution using the AWS CDK.

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Lambda Enterprise Automotive Knowledge Base 118

TechCrunch

APRIL 20, 2023

Fast-forward to today and CoreWeave provides access to over a dozen SKUs of Nvidia GPUs in the cloud, including H100s, A100s, A40s and RTX A6000s, for use cases like AI and machine learning, visual effects and rendering, batch processing and pixel streaming. For perspective, AWS made $80.1 billion and $26.28

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Artificial Inteligence Cloud Generative AI Google Cloud 244

CIO

OCTOBER 6, 2023

Lutz says Salesforce IT will leverage gen AI for basic automation and scripting as part of the migration, but it will also deploy higher-level LLM-based generative AI to handle the health and telemetry of the infrastructure in real-time. Artificial Intelligence, Data Center, Generative AI, IT Operations, Red Hat

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Generative AI Artificial Inteligence Data Center Operating System 211

AWS Machine Learning - AI

JULY 24, 2024

This post is a joint collaboration between Salesforce and AWS and is being cross-published on both the Salesforce Engineering Blog and the AWS Machine Learning Blog. These models are designed to provide advanced NLP capabilities for various business applications. Salesforce, Inc.

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Artificial Inteligence Performance Open Source Machine Learning 119

CIO

AUGUST 11, 2023

Aman Bhullar, CIO of Los Angeles County Registrar-Recorder/County Clerk, has heeded the call, having led a widespread overhaul of antiquated voting infrastructure just in time for the contentious 2020 presidential election — a transformation rich in open source software to ensure other counties can benefit from his team’s work.

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Open Source Cloud Weak Development Team Government 148

AWS Machine Learning - AI

DECEMBER 13, 2023

In this post, we showcase fine-tuning a Llama 2 model using a Parameter-Efficient Fine-Tuning (PEFT) method and deploy the fine-tuned model on AWS Inferentia2. We use the AWS Neuron software development kit (SDK) to access the AWS Inferentia2 device and benefit from its high performance.

Artificial Inteligence 125

Artificial Inteligence AWS Machine Learning Software Review 125

OpenCredo

APRIL 20, 2021

Machine learning has great potential for many businesses, but the path from a Data Scientist creating an amazing algorithm on their laptop, to that code running and adding value in production, can be arduous. This typically requires retraining or otherwise updating the model with the fresh data. Seldon Core for model execution).

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Artificial Inteligence Machine Learning Software Review Open Source 140

O'Reilly Media - Ideas

MARCH 4, 2025

Artificial Intelligence Anthropic has released Claude 3.7 Sonnet, the companys first reasoning model. Its a hybrid model; you can tell it whether you want to enable its reasoning capability. Codename Goose is a new open source framework for developing agentic AI applications. Alibaba has launched Qwen2.5-Max

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Artificial Inteligence Trends Open Source Linux 63

AWS Machine Learning - AI

JANUARY 29, 2025

Intelligent document processing , translation and summarization, flexible and insightful responses for customer support agents, personalized marketing content, and image and code generation are a few use cases using generative AI that organizations are rolling out in production.

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Generative AI Organization Enterprise Artificial Inteligence 77

TechCrunch

JULY 12, 2022

Machine learning can provide companies with a competitive advantage by using the data they’re collecting — for example, purchasing patterns — to generate predictions that power revenue-generating products (e.g. At a high level, Tecton automates the process of building features using real-time data sources.

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Artificial Inteligence Machine Learning Marketing Data Engineering 249

Palo Alto Networks

OCTOBER 22, 2024

{{interview_audio_title}} 00:00 00:00 Volume Slider 10s 10s 10s 10s Seek Slider The genesis of cloud computing can be traced back to the 1960s concept of utility computing, but it came into its own with the launch of Amazon Web Services (AWS) in 2006. As a result, another crucial misconception revolves around the shared responsibility model.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

AWS Machine Learning - AI

JUNE 21, 2024

To accomplish this, eSentire built AI Investigator, a natural language query tool for their customers to access security platform data by using AWS generative artificial intelligence (AI) capabilities. Therefore, eSentire decided to build their own LLM using Llama 1 and Llama 2 foundational models.

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