AWS Machine Learning - AI

SEPTEMBER 25, 2024

Amazon Bedrock Knowledge Bases is a fully managed capability that helps you implement the entire RAG workflow—from ingestion to retrieval and prompt augmentation—without having to build custom integrations to data sources and manage data flows. Latest innovations in Amazon Bedrock Knowledge Base provide a resolution to this issue.

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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).

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Knowledge Base Generative AI Artificial Inteligence AWS 125

AWS Machine Learning - AI

MAY 31, 2024

Knowledge Bases for Amazon Bedrock is a fully managed RAG capability that allows you to customize FM responses with contextual and relevant company data. Crucially, if you delete data from the source S3 bucket, it’s automatically removed from the underlying vector store after syncing the knowledge base.

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AWS Machine Learning - AI

JULY 2, 2024

In November 2023, we announced Knowledge Bases for Amazon Bedrock as generally available. 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.

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AWS Machine Learning - AI

FEBRUARY 19, 2024

One way to enable more contextual conversations is by linking the chatbot to internal knowledge bases and information systems. Integrating proprietary enterprise data from internal knowledge bases enables chatbots to contextualize their responses to each user’s individual needs and interests.

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AWS Machine Learning - AI

JULY 1, 2024

Generative artificial intelligence (AI)-powered chatbots play a crucial role in delivering human-like interactions by providing responses from a knowledge base without the involvement of live agents. You can simply connect QnAIntent to company knowledge sources and the bot can immediately handle questions using the allowed content.

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Knowledge Base Artificial Inteligence Generative AI AWS 123

AWS Machine Learning - AI

AUGUST 5, 2024

An end-to-end RAG solution involves several components, including a knowledge base, a retrieval system, and a generation system. Solution overview The solution provides an automated end-to-end deployment of a RAG workflow using Knowledge Bases for Amazon Bedrock. Choose Sync to initiate the data ingestion job.

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Knowledge Base AWS Generative AI Artificial Inteligence 125

AWS Machine Learning - AI

JULY 10, 2024

Knowledge Bases for Amazon Bedrock is a fully managed service that helps you implement the entire Retrieval Augmented Generation (RAG) workflow from ingestion to retrieval and prompt augmentation without having to build custom integrations to data sources and manage data flows, pushing the boundaries for what you can do in your RAG workflows.

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AWS Machine Learning - AI

AUGUST 5, 2024

Included with Amazon Bedrock is Knowledge Bases for Amazon Bedrock. As a fully managed service, Knowledge Bases for Amazon Bedrock makes it straightforward to set up a Retrieval Augmented Generation (RAG) workflow. With Knowledge Bases for Amazon Bedrock, we first set up a vector database on AWS.

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AWS Machine Learning - AI

NOVEMBER 18, 2024

Today, we are happy to announce the availability of Binary Embeddings for Amazon Titan Text Embeddings V2 in Amazon Bedrock Knowledge Bases and Amazon OpenSearch Serverless. Using Amazon Bedrock Knowledge Bases, FMs and agents can retrieve contextual information from your company’s private data sources for RAG.

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AWS Machine Learning - AI

SEPTEMBER 19, 2024

Amazon Bedrock Knowledge Bases provides foundation models (FMs) and agents in Amazon Bedrock contextual information from your company’s private data sources for Retrieval Augmented Generation (RAG) to deliver more relevant, accurate, and customized responses. Amazon Bedrock Knowledge Bases offers a fully managed RAG experience.

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Ivanti

JUNE 11, 2024

One area in which gains can be immediate: Knowledge management, which has traditionally been challenging for many organizations. However, AI-based knowledge management can deliver outstanding benefits – especially for IT teams mired in manually maintaining knowledge bases.

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AWS Machine Learning - AI

AUGUST 28, 2024

The complexity of developing and deploying an end-to-end RAG solution involves several components, including a knowledge base, retrieval system, and generative language model. Solution overview The solution provides an automated end-to-end deployment of a RAG workflow using Knowledge Bases for Amazon Bedrock.

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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.

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Agile Alliance

JUNE 1, 2023

An approach to instilling Agile and Scrum knowledge based on a Just-In-Time strategy.

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TechEmpower CTO

OCTOBER 9, 2023

Moreover, LLMs come equipped with an extensive knowledge base derived from the vast amounts of data they've been trained on. This expansive, and ever-increasing knowledge base allows them to provide insights, answers, and context that may not even exist in a business's specific dataset or repository.

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CIO

OCTOBER 24, 2024

Yet many still rely on phone calls, outdated knowledge bases, and manual processes. That means organizations are lacking a viable, accessible knowledge base that can be leveraged, says Alan Taylor, director of product management for Ivanti – and who managed enterprise help desks in the late 90s and early 2000s. “We

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TechCrunch

JANUARY 17, 2022

One of the differentiations we saw when looking at Zowie was that it was the first AI chatbot for e-commerce that generates your knowledge base,” he said. Others have to provide the knowledge base to answer the questions, and some companies don’t have time to do that.

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John Snow Labs

DECEMBER 13, 2024

John Snow Labs Generative AI platform can access, understand, and apply the latest evidence-based research from the most authoritative knowledge bases. This new AI solution is powered by John Snow Labs , the award-winning Healthcare AI company and the worlds leading provider of Medical Language Models.

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TechCrunch

JANUARY 18, 2023

“We’re creating a new category in work tools; a visual knowledge base. The company today told TechCrunch it closed a €1 million round (around $1 million in today’s exchange rate) led by Spintop Ventures, and joined by existing investor Icebreaker VC.

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Tools Knowledge Base Meeting Company 234

CIO

OCTOBER 9, 2024

The first phase was leveraging generative AI and conversational AI to power chatbots and help them retrieve information from the knowledge base. Field service knowledge search augmentation. Oracle is taking a multi-phase approach to delivering end-to-end automation for service.

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TechCrunch

AUGUST 30, 2022

” This essentially means that Mavenoid takes care of all the content-scraping (documentation, manuals, FAQs, etc), and optimizes the knowledge base structure specifically for automated hardware support. All change.

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TechCrunch

APRIL 8, 2023

If your first interview with a company is with a conversation agent or a person obviously reading generated cues from the knowledge base or whatever, do you feel like a person joining a team or a part being sized up for installation? Linkgrep – Suggests things from knowledge base and adds to chat or notes live in browser.

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AWS Machine Learning - AI

NOVEMBER 7, 2024

Amazon Bedrock Agents coordinates interactions between foundation models (FMs), knowledge bases, and user conversations. The agents also automatically call APIs to perform actions and access knowledge bases to provide additional information. The documents are chunked into smaller segments for more effective processing.

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AWS Machine Learning - AI

NOVEMBER 20, 2024

One of its key features, Amazon Bedrock Knowledge Bases , allows you to securely connect FMs to your proprietary data using a fully managed RAG capability and supports powerful metadata filtering capabilities. Context recall – Assesses the proportion of relevant information retrieved from the knowledge base.

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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.

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TechCrunch

JULY 13, 2021

Its Security Optimization Platform platform, which supports Windows, Linux and macOS across public, private and on-premises cloud environments, is based on the MITRE ATT&CK framework , a curated knowledge base of known adversary threats, tactics and techniques.

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Linux Technical Review Windows Software Review 242

CIO

SEPTEMBER 24, 2024

However, recent incidents, including a knowledge base data breach and SSL root certificate vulnerabilities, have raised concerns within its user base.” Just last week, the company admitted that some customers’ internal knowledge base (KB) articles could be accessed due to a security issue.

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Organization Knowledge Base Software Review Systems Review 179

AWS Machine Learning - AI

APRIL 18, 2024

This standardization is made possible by using advanced prompts in conjunction with Knowledge Bases for Amazon Bedrock , which stores information on organization-specific Terraform modules. This Knowledge Base includes tailored best practices, security guardrails, and guidelines specific to the organization.

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TechCrunch

AUGUST 23, 2022

The specifics are a bit fuzzy, but at a high level, Qloo uses a knowledge base of customer preferences to fine-tune algorithms that yield product recommendations and insights. “Qloo is differentiated because of its deep dataset and existing knowledge base across domains including music, products, travel and more.

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CIO

JULY 14, 2023

Knowledge Base A comprehensive knowledge management system is a necessary asset for any IT service desk. A well-organized and searchable knowledge base allows users to access relevant articles and documentation for independent issue resolution.

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TechCrunch

JANUARY 19, 2023

Scrintal recently raised $1 million to build its visual collaborative knowledge base tool and shared its deck for us to take a peek under the hood. It shares the trajectory of its plan (although the step functions from visual OS to machine learning to workspace to visual knowledge base are a little unclear to me).

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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.”

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CIO

MAY 3, 2024

The AI tool dips into the knowledge base used by customer agents to gain access to corporate procedures, as well as data to respond to myriad customer questions. “The framework we established is not just a breakthrough for our UPS call center but it’s a blueprint for future AI applications across the enterprise.”

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AWS Machine Learning - AI

JUNE 26, 2024

You can now use Agents for Amazon Bedrock and Knowledge Bases for Amazon Bedrock to build specialized agents and AI-powered assistants that run actions based on natural language input prompts and your organization’s data. Both the action groups and knowledge base are optional and not required for the agent itself.

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CIO

AUGUST 29, 2023

It can comb through all the company knowledge bases and policies and determine which ones apply to her situation. But generative AI can go well beyond scanning the knowledge base. It also can improve the knowledge base, identifying outdated content and replacing it with current, correct information descriptions.

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CIO

NOVEMBER 11, 2024

Saudi Arabia’s AI ambitions are rooted in its Vision 2030 agenda, which outlines AI as a key pillar in the country’s transition to a knowledge-based economy. By prioritizing AI, the Kingdom hopes to cultivate new revenue streams outside of its traditional reliance on oil.

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