Capgemini

AUGUST 16, 2024

Of course, to realize significant business growth benefits, GenAI-based applications need to be functionally completed using additional application components besides the GenAI piece and need to be scalable, reliable, and integrated with other enterprise systems as necessary. Learn and grow.

Artificial Inteligence 52

Artificial Inteligence Applications Technical Advisors Technical Review 52

Openxcell

JANUARY 23, 2023

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. Earlier SaaS was primarily based on CRM and other business software. Scalability- SaaS systems are simple to scale and can easily accommodate the business’s constantly changing needs.

Applications 59

Applications Software Review eCommerce eLearning 59

AWS Machine Learning - AI

SEPTEMBER 23, 2024

Evaluating your Retrieval Augmented Generation (RAG) system to make sure it fulfils your business requirements is paramount before deploying it to production environments. With synthetic data, you can streamline the evaluation process and gain confidence in your system’s capabilities before unleashing it to the real world.

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Artificial Inteligence Systems Review System Data 62

Altexsoft

SEPTEMBER 9, 2022

Plus, a data fabric architecture design approach is also based on metadata as one of the main building blocks. Such uniform usage enables interoperability and integration between disparate systems. Interoperability is about selecting metadata standards to make your data comparable and integrable across different systems.

Tools 59

Tools Technical Review Software Review Systems Review 59

AWS Machine Learning - AI

AUGUST 26, 2024

Our internal AI sales assistant, powered by Amazon Q Business , will be available across every modality and seamlessly integrate with systems such as internal knowledge bases, customer relationship management (CRM), and more. From the period of September 2023 to March 2024, sellers leveraging GenAI Account Summaries saw a 4.9%

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Generative AI AWS Artificial Inteligence Technical Review 106

AWS Machine Learning - AI

MAY 9, 2024

Verisk’s FAST platform is a leader in the life insurance and retirement sector, providing enhanced efficiency and flexible, easily upgradable architecture. In this post, we describe the development of the customer support process in FAST incorporating generative AI, the data, the architecture, and the evaluation of the results.

Generative AI 118

Generative AI Artificial Inteligence Technical Review Development Team Review 118

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. An AI assistant is an intelligent system that understands natural language queries and interacts with various tools, data sources, and APIs to perform tasks or retrieve information on behalf of the user.

Artificial Inteligence 115

Artificial Inteligence Lambda Knowledge Base IoT 115

AWS Machine Learning - AI

SEPTEMBER 20, 2024

Amazon Bedrock agents use LLMs to break down tasks, interact dynamically with users, run actions through API calls, and augment knowledge using Amazon Bedrock Knowledge Bases. The ReAct approach enables agents to generate reasoning traces and actions while seamlessly integrating with company systems through action groups.

Generative AI 91

Generative AI Lambda Applications AWS 91

AWS Machine Learning - AI

DECEMBER 6, 2023

To create AI assistants that are capable of having discussions grounded in specialized enterprise knowledge, we need to connect these powerful but generic LLMs to internal knowledge bases of documents. In Part 1, we review the RAG design pattern and its limitations on analytical questions.

Artificial Inteligence 108

Artificial Inteligence Analytics Knowledge Base Lambda 108

Existek

OCTOBER 18, 2023

It was a long way from early, limited models to sophisticated, versatile systems. With advancements driven by research breakthroughs, increased computing power, larger datasets, and innovative model architectures, it introduced sophisticated generative AI models. What is generative AI? with the Med-PALM 2 version.

Generative AI 52

Generative AI Healthcare Artificial Inteligence Artificial Intelligence 52

AWS Machine Learning - AI

MAY 13, 2024

In this part of the blog series, we review techniques of prompt engineering and Retrieval Augmented Generation (RAG) that can be employed to accomplish the task of clinical report summarization by using Amazon Bedrock. Radiology reports for the images were identified and extracted from the hospital’s electronic health records (EHR) system.

Generative AI 112

Generative AI Artificial Inteligence Report Healthcare 112

Altexsoft

JUNE 20, 2019

Database Management System or DBMS is a software which communicates with the database itself, applications, and user interfaces to obtain and parse data. For our comparison, we’ve picked 9 most commonly used database management systems: MySQL, MariaDB, Oracle, PostgreSQL, MSSQL, MongoDB, Redis, Cassandra, and Elasticsearch. Relational.

Systems Review 85

Systems Review System Software Review Open Source 85

AWS Machine Learning - AI

JUNE 5, 2024

Although new features were released every other week, documentation for the features took an average of 3 weeks to complete, including drafting, review, and publication. The review process could also be long depending on the number of inaccuracies found, leading to additional revisions, additional reviews, and additional delays.

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Technical Review Artificial Inteligence Generative AI Systems Review 101

AWS Machine Learning - AI

MARCH 28, 2024

With the advancements being made with LLMs like the Mixtral-8x7B Instruct , derivative of architectures such as the mixture of experts (MoE) , customers are continuously looking for ways to improve the performance and accuracy of generative AI applications while allowing them to effectively use a wider range of closed and open source models.

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Artificial Inteligence Generative AI AWS Load Balancer 118

AWS Machine Learning - AI

MARCH 14, 2024

The skills needed to properly integrate, customize, and validate FMs within existing systems and data are in short supply. Beyond hardware, data cleaning and processing, model architecture design, hyperparameter tuning, and training pipeline development demand specialized machine learning (ML) skills. This supports safer adoption.

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Generative AI AWS Applications Artificial Inteligence 112

John Snow Labs

JULY 28, 2023

Real-time Updates and Scalability: John Snow Labs’ LLM platform ensures that the information provided remains up-to-date and relevant. Organizations can update documents in near-real-time without the need for retraining the entire system, guaranteeing that users receive the latest answers based on the most recent data.

Artificial Inteligence 52

Artificial Inteligence AWS Software Review Healthcare 52

Altexsoft

MARCH 16, 2021

In general, a data infrastructure is a system of hardware and software tools used to collect, store, transfer, prepare, analyze, and visualize data. However, they are still rare, considering multiple implementation challenges, giving way to simpler, rule-based systems that use historic non-streaming data. But what happens next?

Big Data 116

Big Data Healthcare Applications Data 116

Codegiant

JULY 2, 2020

Pull and Merge Requests You can use pull and merge requests to peer review and enhance the quality of your code. Based on the Acceptable Use Policy , Microsoft Windows operating systems are not permitted with GitLab. Scalable: The CI tests are run on separate machines. Code review?—?use Security?—?BitBucket

Software Review 52

Software Review Open Source Systems Review AWS 52

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Generative AI and large language models (LLMs) offer new possibilities, although some businesses might hesitate due to concerns about consistency and adherence to company guidelines. UX/UI designers have established best practices and design systems applicable to all of their websites.

Generative AI 98

Generative AI Artificial Inteligence Fractional CTO Guidelines 98

iTexico

AUGUST 9, 2019

Through the benefits that Microsoft Azure provides, your IT staff will be freed up to work on new projects rather than managing your data servers on general system upkeep. Microsoft has been benefiting business practices for decades now, that much is common knowledge. What Is Microsoft Azure? How to Connect to Azure Cloud Service?

Azure 8

Azure Cloud Disaster Recovery Data Center 8

AWS Machine Learning - AI

AUGUST 2, 2024

An approach to product stewardship with generative AI Large language models (LLMs) are trained with vast amounts of information crawled from the internet, capturing considerable knowledge from multiple domains. However, their knowledge is static and tied to the data used during the pre-training phase.

Artificial Inteligence 97

Artificial Inteligence Generative AI Energy Knowledge Base 97

AWS Machine Learning - AI

SEPTEMBER 9, 2024

However, companies can face challenges when using generative AI for data insights, including maintaining data quality, addressing privacy concerns, managing model biases, and integrating AI systems with existing workflows. Solution overview The following diagram illustrates the solution architecture and data flow.

Artificial Inteligence 98

Artificial Inteligence Generative AI Data AWS 98

Altexsoft

MARCH 30, 2023

The relatively new storage architecture powering Databricks is called a data lakehouse. To dive deeper into details, read our article Data Lakehouse: Concept, Key Features, and Architecture Layers. These improvements become possible due to the core components of the Databricks architecture — Delta Lake and Unity Catalog.

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Weak Development Team Machine Learning Artificial Inteligence Software Review 64