AWS Machine Learning - AI

APRIL 23, 2024

This post explores the new enterprise-grade features for Knowledge Bases on Amazon Bedrock and how they align with the AWS Well-Architected Framework. AWS Well-Architected design principles RAG-based applications built using Knowledge Bases for Amazon Bedrock can greatly benefit from following the AWS Well-Architected Framework.

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Knowledge Base Scalability Applications Generative AI 97

AWS Machine Learning - AI

APRIL 8, 2024

RAG allows models to tap into vast knowledge bases and deliver human-like dialogue for applications like chatbots and enterprise search assistants. Building the solution consists of the following steps: Set up Amazon SageMaker Studio as the development environment and install the required dependencies. Query the knowledge base.

Artificial Inteligence 92

Artificial Inteligence Applications Knowledge Base AWS 92

Evolution4all

APRIL 29, 2019

Developing community spaces. It is difficult to keep track of each process plus the knowledge transfers between members. Cloud Storage Apps for Communities of Practices. A cloud storage app is essential to any organisation. Most of these cloud storage companies provide at limited storage space for free.

Tools 100

Tools Storage SCRUM Project Management 100

AWS Machine Learning - AI

NOVEMBER 27, 2023

As AI adoption continues to accelerate, developing efficient mechanisms for digesting and learning from unstructured data becomes even more critical in the future. Read and write access to an Amazon Simple Storage Service (Amazon S3) bucket. Access to Amazon Textract. Access to Amazon OpenSearch as a vector database.

Artificial Inteligence 69

Artificial Inteligence Generative AI Data Knowledge Base 69

AWS Machine Learning - AI

MAY 30, 2024

The solution is available on the GitHub repository and can be deployed to your AWS account using an AWS Cloud Development Kit (AWS CDK) package. The static content is hosted on Amazon Simple Storage Service (Amazon S3). Each frame will be analyzed using Amazon Rekognition and Amazon Bedrock for metadata extraction.

Generative AI 109

Generative AI Policies Video AWS 109

Openxcell

JANUARY 23, 2023

Reach us at www.openxcell.com,the leading SaaS development service provider in India & USA. It was founded by Salesforce.com in 1999, which is frequently regarded as the first real SaaS company to provide a web-based CRM system. It is engaging work-based communication popular amongst professional companies, teams & communities.

Applications 59

Applications Software Review eCommerce eLearning 59

Apiumhub

NOVEMBER 15, 2018

Software documentation tools are very important in software development. They may use docs to detail code, APIs, and record their software development processes. It helps to speed up a developer’s learning curve significantly. Even the best-written software can turn useless if other developers are unable to understand it.

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Software Review Tools Software Technical Review 74

Cloudera

JULY 24, 2023

The following sections explain in detail the five major activities involved in managing and operating a custom open source distribution: Development of custom platform 1. Apache Impala, Apache Spark) but also all foundational services needed for storage (e.g., Apache Ozone), scheduling / orchestration (e.g.,

Open Source 66

Open Source Analytics Software Review Metrics 66

Tenable

AUGUST 10, 2021

Windows Storage Spaces Controller. However, in a blog post , Microsoft indicated that exploits would be difficult to develop for these vulnerabilities. In addition to these patches, Microsoft has also introduced significant changes to the default Point and Print behavior, more information is available in this knowledge base article.

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Windows Azure LAN .Net 100

Altexsoft

NOVEMBER 22, 2021

The importance of self-service is steadily increasing, with knowledge bases being the bright representative of the concept. Research shows that customers prefer knowledge bases over other self-service channels, so consider creating one — and we’ll help you figure out what it is and how you can make it best-of-class.

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Knowledge Base How To Technical Review eCommerce 52

AWS Machine Learning - AI

APRIL 18, 2024

The high-level workflow includes the following components: Module provisioning – Different platform teams across various domains, such as databases, containers, data management, networking, and security, develop and publish certified or custom modules. The function retrieves and uses Terraform module definitions from the knowledge base.

AWS 96

AWS Lambda Applications Generative AI 96

Openxcell

APRIL 20, 2023

Developed by OpenAI and based on the GPT-4 architecture, ChatGPT is transforming the way we communicate, collaborate, and interact in our increasingly digital lives. With its impressive language processing capabilities, it opens up a wealth of opportunities for businesses, developers, and individuals alike.

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ChatGPT Tools Education Systems Review 52

Altexsoft

SEPTEMBER 9, 2022

Metadata management is a set of activities, technologies, and policies that target metadata collection, storage, and organizing. Metadata storage usually implies developing a specialized repository. Some schemas were developed by national and international communities and adopted for wider usage. Metadata storage.

Tools 59

Tools Technical Review Software Review Systems Review 59

Altexsoft

AUGUST 19, 2022

One of the important steps away from spreadsheets and towards developing your BI capabilities is choosing and implementing specialized technology to support your analytics endeavors. Microsoft Power BI is an interactive data visualization software suite developed by Microsoft that helps businesses aggregate, organize, and analyze data.

Weak Development Team 52

Weak Development Team Data Azure Analytics 52

Firemon

AUGUST 19, 2022

We called these “kill chains”, but technically, a cyber kill chain is a very specific technique for modeling attacks developed by Lockheed Martin. ATT&CK takes a different approach and documents adversary TTPs (tactics, techniques, and procedures) into a knowledge base. Inspired by the Cloud.

Conference 52

Conference Cloud Research Knowledge Base 52

AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. This post assesses two primary approaches for developing AI assistants: using managed services such as Agents for Amazon Bedrock , and employing open source technologies like LangChain.

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Artificial Inteligence Lambda Generative AI Knowledge Base 100

John Snow Labs

JULY 25, 2023

Tailored Treatment Plans using Healthcare LLMs: With their vast knowledge base, Medical LLMs can contribute to personalized and precise treatment planning. This includes utilizing encryption techniques, adopting secure data storage systems, and implementing access controls to limit data access to authorized personnel only.

Healthcare 52

Healthcare Artificial Inteligence Guidelines Systems Review 52

Exadel

AUGUST 23, 2022

It allows the integration of all other services and defines how the chatbot should work; in fact, the development of Azure chatbots always starts from this service. You don’t need to be a software developer to develop a chatbot! This is a powerful tool created for developers. Using Bot Framework SDK.

Azure 75

Azure Software Review Artificial Inteligence Technical Review 75

AWS Machine Learning - AI

MAY 14, 2024

An important aspect of developing effective generative AI application is Reinforcement Learning from Human Feedback (RLHF). The entire conversation in this use case, starting with generative AI and then bringing in human agents who take over, is logged so that the interaction can be used as part of the knowledge base.

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Generative AI Artificial Inteligence AWS Applications 83

Openxcell

MARCH 16, 2021

Learning Management System, or LMS, are strategic investments that have brought a huge revolution in the mobile app development industry. What do you want to achieve through your learning and development initiatives? Learning and development researches are all about results. A strong knowledge base is another thing to look for.

How To 52

How To Training Technical Review Systems Review 52

AWS Machine Learning - AI

MARCH 28, 2024

This post discusses RAG patterns to improve response accuracy using LangChain and tools such as the parent document retriever in addition to techniques like contextual compression in order to enable developers to improve existing generative AI applications. LangChain is an open source Python library designed to build applications with LLMs.

Artificial Inteligence 103

Artificial Inteligence Generative AI AWS Load Balancer 103

Altexsoft

JULY 20, 2023

In software development, requirements play a crucial role of a project’s North Star, guiding the entire process toward the final goal, so it’s important to understand them and document them properly. Data management concerns all the actions with information, such as storage, search, retrieval, archiving, deletion, etc.

Software Development 40

Software Development Software Review Software Development 40

AWS Machine Learning - AI

FEBRUARY 28, 2024

However, you can also use knowledge bases in Amazon Bedrock to build RAG solutions quickly. Using the Titan-Text-Embeddings model on Amazon Bedrock , convert the metadata into embeddings and store it in an Amazon OpenSearch Serverless vector store , which serves as our knowledge base in our RAG framework.

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Artificial Inteligence Generative AI AWS Data 104

Altexsoft

AUGUST 12, 2021

Meanwhile, freight forwarders physically and legally take charge of the items in transit, arrange their storage, consolidation, and transportation, and issue their own bill of lading. That enriches your knowledge base and allows you to get a more complete picture. Processing emails flow with AXSReader.

Software 72

Software Transportation Off-The-Shelf Analytics 72

AWS Machine Learning - AI

MAY 7, 2024

For a generative AI powered Live Meeting Assistant that creates post call summaries, but also provides live transcripts, translations, and contextual assistance based on your own company knowledge base, see our new LMA solution. Mistral 7B Instruct is developed by Mistral AI.

Artificial Inteligence 97

Artificial Inteligence Meeting Generative AI AWS 97

AWS Machine Learning - AI

FEBRUARY 1, 2024

Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. The data sources may be PDF documents on a file system, data from a software as a service (SaaS) system like a CRM tool, or data from an existing wiki or knowledge base.

Generative AI 104

Generative AI Disaster Recovery Artificial Inteligence AWS 104

elsua: The Knowledge Management Blog

AUGUST 14, 2007

Toolbox for IT Join Now / Sign In My Home Posts Connections Groups Blogs People Communities Vendors Messages Profile Achievements Journal Blog Bookmarks Account / E-mails Topics Business Intelligence C Languages CRM Database IT Management and Strategy Data Center Data Warehouse Emerging Technology and Trends Enterprise Architecture and EAI ERP Hardware (..)

Wireless 40

Wireless Linux Data Center Journal 40

elsua: The Knowledge Management Blog

JULY 6, 2007

Toolbox for IT Join Now / Sign In My Home Posts Connections Groups Blogs People Communities Vendors Messages Profile Achievements Journal Blog Bookmarks Account / E-mails Topics Business Intelligence C Languages CRM Database IT Management and Strategy Data Center Data Warehouse Emerging Technology and Trends Enterprise Architecture and EAI ERP Hardware (..)

Enterprise 40

Enterprise Wireless Linux Data Center 40

John Snow Labs

JULY 28, 2023

Additionally, the Medical Chatbot incorporates pre-built knowledge bases, including medical terminologies and biomedical research, provided by John Snow Labs. These knowledge bases are regularly updated, guaranteeing access to the latest medical knowledge. Both require compute and storage AWS is charging for.

Artificial Inteligence 52

Artificial Inteligence AWS Software Review Healthcare 52

AWS Machine Learning - AI

DECEMBER 22, 2023

The reliability of the Amazon Bedrock infrastructure is particularly valuable for use in performing evaluations across development and production. Although new components have worked their way into the compute layer (fine-tuning, prompt engineering, model APIs) and storage layer (vector databases), the need for observability remains.

Artificial Inteligence 87

Artificial Inteligence Training Metrics Off-The-Shelf 87

Altexsoft

APRIL 24, 2019

How would you price tickets not only to cover expenses for each route but also to achieve a certain level of revenue to be able to grow and develop your business? Approaches to dynamic pricing: Rule-based vs machine learning. First, they developed a demand prediction model for first exposure items. Increased competitiveness.

Machine Learning 73

Machine Learning Artificial Inteligence Software Review Retail 73

AWS Machine Learning - AI

DECEMBER 22, 2023

Amazon Bedrock is a fully managed service that makes leading FMs from AI companies available through an API along with developer tooling to help build and scale generative AI applications. A developer’s path to production would iterate on this sample solution with the following considerations. delete-stack.sh

Generative AI 91

Generative AI Lambda AWS Technical Review 91

AWS Machine Learning - AI

APRIL 26, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With Knowledge Bases for Amazon Bedrock, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG).

Knowledge Base 94

Knowledge Base Generative AI Artificial Inteligence AWS 94

Altexsoft

JANUARY 16, 2020

creating different types of technical documentation in the course of product development. Confluence is a cloud-based collaborative platform on top of a wiki engine that allows for collecting data in a centralized place and continuously working on it together. For now, there is no end-to-end system to perform all BA tasks in one place.

Software Review 17

Software Review Systems Review Technical Review Analysis 17

Altexsoft

MARCH 16, 2021

Data storage is a physical or cloud repository of data and would most probably require a data warehouse and a data lake to handle massive amounts of data. The wearable Automated Device for Asthma Monitoring and Management, or ADAMM , developed by Health Care Originals, Inc., Apple Watch ECG feature. Predicting asthma conditions.

Big Data 116

Big Data Healthcare Applications Data 116

Codegiant

JULY 2, 2020

It’s also perhaps the most popular tool for developers today. And thus develop better features. GitHub Actions With GitHub Actions, you’ll have the opportunity to immensely simplify your workflow by having everything you need to go from development to deployment in one place. GitHub Actions runs on every major OS.

Software Review 52

Software Review Open Source Systems Review AWS 52

Codegiant

JULY 18, 2020

It gained strong popularity among developers early in its growth. billion at the beginning of June 2018, a lot of software developers criticized the upcoming acquisition. And what makes GitHub unique is that it’s based around open source making sharing code easy. She claimed that she was the only female developer on the team.

Software Review 59

Software Review Technical Review Systems Review UI/UX 59