Ivanti

JUNE 11, 2024

However, AI-based knowledge management can deliver outstanding benefits – especially for IT teams mired in manually maintaining knowledge bases. It uses machine learning algorithms to analyze and learn from large datasets, then uses that to generate new content.

Knowledge Base 95

Knowledge Base Generative AI Artificial Inteligence How To 95

O'Reilly Media - Ideas

FEBRUARY 28, 2019

In a recent post , we described what it would take to build a sustainable machine learning practice. These projects are built and supported by a stable team of engineers, and supported by a management team that understands what machine learning is, why it’s important, and what it’s capable of accomplishing.

Artificial Inteligence 108

Artificial Inteligence Machine Learning Applications Weak Development Team 108

Altexsoft

FEBRUARY 5, 2020

In this article, we’ll discuss what the next best action strategy is and how businesses define the next best action using machine learning-based recommender systems. You can choose from two approaches to enabling the next best action: rule-based or machine learning-based recommendations.

Artificial Inteligence 110

Artificial Inteligence Machine Learning Marketing How To 110

AWS Machine Learning - AI

NOVEMBER 19, 2024

In this post, we demonstrate how to create an automated email response solution using Amazon Bedrock and its features, including Amazon Bedrock Agents , Amazon Bedrock Knowledge Bases , and Amazon Bedrock Guardrails. These indexed documents provide a comprehensive knowledge base that the AI agents consult to inform their responses.

Knowledge Base 88

Knowledge Base Generative AI Technical Review Lambda 88

CIO

APRIL 25, 2023

GPT stands for generative pre-trained transformer. A transformer is a type of AI deep learning model that was first introduced by Google in a research paper in 2017. ChatGPT was trained on a much larger dataset than its predecessors, with far more parameters. What is ChatGPT? ChatGPT is a product of OpenAI.

Generative AI 169

Generative AI ChatGPT Artificial Inteligence Artificial Intelligence 169

CIO

APRIL 12, 2024

With information about products and availability constantly changing, Tractor Supply sees Hey GURA as a “knowledge base and a training platform,” says Rob Mills, chief technology, digital commerce, and strategy officer at Tractor Supply. It makes the team member much more efficient.”

Artificial Inteligence 168

Artificial Inteligence Retail Artificial Intelligence Knowledge Base 168

AWS Machine Learning - AI

AUGUST 6, 2024

Trained on massive datasets, these models can rapidly comprehend data and generate relevant responses across diverse domains, from summarizing content to answering questions. Customization includes varied techniques such as Prompt Engineering, Retrieval Augmented Generation (RAG), and fine-tuning and continued pre-training.

Generative AI 123

Generative AI Artificial Inteligence Applications Knowledge Base 123

AWS Machine Learning - AI

AUGUST 15, 2024

QnABot on AWS (an AWS Solution) now provides access to Amazon Bedrock foundational models (FMs) and Knowledge Bases for Amazon Bedrock , a fully managed end-to-end Retrieval Augmented Generation (RAG) workflow. If a knowledge base ID is configured , the Bot Fulfillment Lambda function forwards the request to the knowledge base.

Artificial Inteligence 118

Artificial Inteligence Generative AI Knowledge Base Lambda 118

TechCrunch

JANUARY 11, 2023

Knowledge similarly supplies answers to common questions. But it’s not a chatbot — rather, it’s a sort of proactive knowledge base that can suggest contents for forms, auto-complete requests and predictively search for information. Image Credits: Inbenta.

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Knowledge Base Insurance Travel Training 231

CIO

SEPTEMBER 19, 2024

With several LLM AIs now available, smart companies can experiment with them and train autonomous agents based on their specific needs, he says. “We We are fortunate to be able to stand on the shoulders of giants and learn from others’ experiences in the space.” Kumar adds. “In

CTO Coach 205

CTO Coach Artificial Inteligence Fractional CTO Open Source 205

CIO

NOVEMBER 1, 2024

The team opted to build out its platform on Databricks for analytics, machine learning (ML), and AI, running it on both AWS and Azure. Gen AI agenda Beswick has an ambitious gen AI agenda but everything being developed and trained today is for internal use only to guard against hallucinations and data leakage.

Generative AI 172

Generative AI Technical Advisors Insurance Weak Development Team 172

CIO

JULY 22, 2024

According to a recent Skillable survey of over 1,000 IT professionals, it’s highly likely that your IT training isn’t translating into job performance. Four in 10 IT workers say that the learning opportunities offered by their employers don’t improve their job performance. Learning is failing IT. IT workers understand this.

Technical Review 151

Technical Review Performance Training Software Review 151

AWS Machine Learning - AI

MAY 13, 2024

When summarizing healthcare texts, pre-trained LLMs do not always achieve optimal performance. Evaluating LLMs is an undervalued part of the machine learning (ML) pipeline. Pre-trained language models In this post, we experimented with Anthropic’s Claude 3 Sonnet model, which is available on Amazon Bedrock.

Generative AI 118

Generative AI Artificial Inteligence Report Healthcare 118

AWS Machine Learning - AI

MAY 14, 2024

These models are pre-trained on massive datasets and, to sometimes fine-tuned with smaller sets of more task specific data. An important aspect of developing effective generative AI application is Reinforcement Learning from Human Feedback (RLHF). Amazon SageMaker Sample and used Amazon SageMaker documentation as the knowledge base.

Generative AI 105

Generative AI Artificial Inteligence AWS Applications 105

AWS Machine Learning - AI

SEPTEMBER 26, 2024

This domain knowledge is traditionally captured in reference manuals, service bulletins, quality ticketing systems, engineering drawings, and more, but the quantity and complexity of documents is growing and takes time to learn. You simply can’t train new SMEs overnight. Avoiding the well-known problem of hallucination.) “How

Artificial Inteligence 97

Artificial Inteligence Generative AI Knowledge Base AWS 97

CIO

NOVEMBER 1, 2024

The team opted to build out its platform on Databricks for analytics, machine learning (ML), and AI, running it on both AWS and Azure. Gen AI agenda Beswick has an ambitious gen AI agenda but everything being developed and trained today is for internal use only to guard against hallucinations and data leakage.

Generative AI 144

Generative AI Technical Advisors Insurance Weak Development Team 144

AWS Machine Learning - AI

MARCH 14, 2024

Building large language models (LLMs) from scratch or customizing pre-trained models requires substantial compute resources, expert data scientists, and months of engineering work. Launched in 2017, Amazon SageMaker is a fully managed service that makes it straightforward to build, train, and deploy ML models.

Generative AI 118

Generative AI AWS Applications Artificial Inteligence 118

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. Jahed Zaïdi is an AI & Machine Learning specialist at AWS Professional Services in Paris.

Artificial Inteligence 119

Artificial Inteligence Meeting Generative AI AWS 119

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. It is pre-trained on two trillion text tokens, and intended by Meta to be used for chat assistance to users. Download press releases to use as our external knowledge base.

Artificial Inteligence 114

Artificial Inteligence Applications Knowledge Base AWS 114

AWS Machine Learning - AI

NOVEMBER 15, 2024

As Principal grew, its internal support knowledge base considerably expanded. With QnABot, companies have the flexibility to tier questions and answers based on need, from static FAQs to generating answers on the fly based on documents, webpages, indexed data, operational manuals, and more.

Generative AI 118

Generative AI AWS Groups Artificial Inteligence 118

TechCrunch

AUGUST 16, 2022

According to Smith, it’s all about how users have interacted with episodes historically — it analyzes which type of content garners the most interest, and then feeds this data back into its AI-training mechanism. “Other models, we train entirely from scratch. ”

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Training Sport Knowledge Base Artificial Inteligence 220

TechCrunch

AUGUST 3, 2022

. “Aisera is unique and differentiated with ontology and taxonomy for each domain and vertical industry … [We also do] AI learning and training on customer data sets to capture specific intents, phrases, utterances required for natural language processing and natural language understanding.”

Knowledge Base 202

Knowledge Base Marketing Industry Training 202

AWS Machine Learning - AI

NOVEMBER 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. By fine-tuning, the LLM can adapt its knowledge base to specific data and tasks, resulting in enhanced task-specific capabilities.

Artificial Inteligence 87

Artificial Inteligence Generative AI Training Metrics 87

AWS Machine Learning - AI

APRIL 18, 2024

However, despite its benefits, IaC’s learning curve, and the complexity of adhering to your organization’s and industry-specific compliance and security standards, could slow down your cloud adoption journey. This Knowledge Base includes tailored best practices, security guardrails, and guidelines specific to the organization.

AWS 118

AWS Applications Lambda Knowledge Base 118

AWS Machine Learning - AI

OCTOBER 23, 2024

Built using Amazon Bedrock Knowledge Bases , Amazon Lex , and Amazon Connect , with WhatsApp as the channel, our solution provides users with a familiar and convenient interface. With the ability to continuously update and add to the knowledge base, AI applications stay current with the latest information.

Lambda 88

Lambda Knowledge Base Generative AI AWS 88

AWS Machine Learning - AI

NOVEMBER 15, 2024

To help with fairness in AI applications that are built on top of Amazon Bedrock, application developers should explore model evaluation and human-in-the-loop validation for model outputs at different stages of the machine learning (ML) lifecycle. The model learns to associate certain types of outputs with certain types of inputs.

Applications 101

Applications Generative AI AWS Artificial Inteligence 101

AWS Machine Learning - AI

MARCH 28, 2024

It provides a collection of pre-trained models that you can deploy quickly and with ease, accelerating the development and deployment of machine learning (ML) applications. This approach enables the efficient training and deployment of larger models compared to traditional architectures.

Artificial Inteligence 125

Artificial Inteligence Generative AI AWS Load Balancer 125

AWS Machine Learning - AI

SEPTEMBER 20, 2024

There are many challenges that can impact employee productivity, such as cumbersome search experiences or finding specific information across an organization’s vast knowledge bases. Knowledge management: Amazon Q Business helps organizations use their institutional knowledge more effectively.

Generative AI 92

Generative AI Artificial Inteligence Knowledge Base AWS 92

AWS Machine Learning - AI

NOVEMBER 27, 2023

However, these models require massive amounts of clean, structured training data to reach their full potential. Consider the following machine learning (ML) problem: user asks a large language model (LLM) question: “How to filter and search models in Amazon Bedrock?”. Add a custom transform with Python (PySpark).

Artificial Inteligence 87

Artificial Inteligence Generative AI Data Knowledge Base 87

Altexsoft

JANUARY 26, 2021

Data Science vs Machine Learning vs AI vs Deep Learning vs Data Mining: Know the Differences. As data becomes the driving force of the modern world, pretty much everyone has stumbled upon such terms as data science, machine learning, artificial intelligence, deep learning, and data mining at some point.

Artificial Inteligence 98

Artificial Inteligence Artificial Intelligence Machine Learning Technical Review 98

AWS Machine Learning - AI

MAY 9, 2024

Verisk FAST’s AI companion aims to alleviate this burden by not only providing 24/7 support for business processing and configuration questions related to FAST, but also tapping into the immense knowledge base to provide an in-depth, tailored response. However, they understood that this was not a one-and-done effort.

Generative AI 128

Generative AI Artificial Inteligence Technical Review Development Team Review 128

AWS Machine Learning - AI

NOVEMBER 22, 2023

In addition, customers are looking for choices to select the most performant and cost-effective machine learning (ML) model and the ability to perform necessary customization (fine-tuning) to fit their business use cases. The LLM generated text, and the IR system retrieves relevant information from a knowledge base.

Artificial Inteligence 108

Artificial Inteligence Serverless Engineering Generative AI 108

AWS Machine Learning - AI

OCTOBER 21, 2024

They’re able to accelerate generative AI application development by using native Amazon Bedrock tools and features such as Knowledge Bases, Guardrails, Agents, and more—all through a unified and consistent developer experience. The training data must be formatted in a JSON Lines (.jsonl) from sagemaker.s3 from sagemaker.s3

Generative AI 131

Generative AI Artificial Inteligence AWS Serverless 131

AWS Machine Learning - AI

DECEMBER 4, 2024

You can now use Amazon Bedrock features such as Amazon Bedrock Knowledge Bases and Amazon Bedrock Guardrails with models deployed through SageMaker JumpStart. Use the Amazon Bedrock RetrieveAndGenerate API to query the Amazon Bedrock knowledge base. Register the model with Amazon Bedrock.

Artificial Inteligence 85

Artificial Inteligence Generative AI Tools Software Review 85

AWS Machine Learning - AI

MAY 30, 2024

Educational tech companies manage large inventories of training videos. Building a robust solution to extract information from videos poses challenges from both machine learning (ML) and engineering perspectives. It typically involved custom-trained text and image classification ML models, which often faced accuracy challenges.

Generative AI 130

Generative AI Policies Video AWS 130

Cloudera

AUGUST 28, 2023

Privacy concerns loom large, as many enterprises are cautious about sharing their internal knowledge base with external providers to safeguard data integrity. Moreover, the opacity of LLMs amplifies safety worries, especially when the models lack transparency in terms of training data, processes, and bias mitigation.

Artificial Inteligence 76

Artificial Inteligence Enterprise Data Knowledge Base 76

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.

Artificial Inteligence 116

Artificial Inteligence Analytics Knowledge Base Lambda 116