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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AWS Machine Learning - AI

FEBRUARY 8, 2024

You can now use Agents for Amazon Bedrock and Knowledge Bases for Amazon Bedrock to configure specialized agents that seamlessly run actions based on natural language input and your organization’s data. Knowledge Bases for Amazon Bedrock provides fully managed RAG to supply the agent with access to your data.

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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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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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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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TechCrunch

FEBRUARY 9, 2023

Wikifarmer uses its agricultural knowledge base to bring people to its marketplace by Romain Dillet originally published on TechCrunch Wikifarmer can monitor fair market prices, unlock new international markets, facilitate payments, and help with logistics and financing. In other words, Wikifarmer has a busy roadmap ahead.

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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

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

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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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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TechCrunch

JUNE 28, 2022

Launched in 2021, Heyday is designed to automatically save web pages and pull in content from cloud apps, resurfacing the content alongside search engine results and curating it into a knowledge base. Investors include Spark Capital, which led a $6.5 million seed round in the company that closed today.

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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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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 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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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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Ivanti

JUNE 13, 2023

The challenge with this method was that this vast empirical knowledge was locked in each analyst’s brain. Eventually, a knowledge base initiative was started. Even though there are many great knowledge base vendors out there, they may not be able to integrate with your service management environment.

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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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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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Arcserve

FEBRUARY 11, 2019

One excellent solution to reduce hours logged on client IT assistance is to keep a compendium of client knowledge and manage that knowledge base appropriately. Knowledge Base As.

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CIO

NOVEMBER 15, 2024

Traditionally, the individual would search for the right document from a knowledge base or HR portal to find the information they need. The technology can also act as a curator, flagging or even replacing old, duplicate, or expired articles to keep the knowledge base fresh.

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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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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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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

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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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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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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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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AWS Machine Learning - AI

OCTOBER 24, 2024

They use the developer-provided instruction to create an orchestration plan and then carry out the plan by invoking company APIs and accessing knowledge bases using Retrieval Augmented Generation (RAG) to provide a final response to the end user. We use Amazon Bedrock Agents with two knowledge bases for this assistant.

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AWS Machine Learning - AI

NOVEMBER 27, 2024

The RDF is converted into text and loaded into an S3 bucket, which is accessed by Amazon Bedrock (4) as the source of the knowledge base. Amazon Bedrock Knowledge Bases is configured to use the preceding S3 bucket as a data source to create a knowledge base. The following LLM models must be enabled.

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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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AWS Machine Learning - AI

SEPTEMBER 26, 2024

Although Amazon Q is a great way to get started with no code for business users, Amazon Bedrock Knowledge Bases offers more flexibility at the API level for generative AI developers; we explore both these solutions in the following sections. How do I keep my generative AI applications up to date with an ever-evolving knowledge base?”

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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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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.

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CIO

SEPTEMBER 26, 2024

This expansion also dovetails with the UAE’s National Innovation Strategy and Vision 2030, which prioritize the development of a diversified knowledge-based economy. Abu Dhabi’s position as a rising technology hub, coupled with Microsoft’s innovation-led expertise, promises to accelerate the nation’s digital transformation agenda.

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AWS Machine Learning - AI

OCTOBER 15, 2024

By using Amazon Bedrock Agents , action groups , and Amazon Bedrock Knowledge Bases , we demonstrate how to build a migration assistant application that rapidly generates migration plans, R-dispositions, and cost estimates for applications migrating to AWS. Choose Create knowledge base and enter a name and optional description.

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The Programmer's Paradox

OCTOBER 10, 2012

each of which is mostly an independent ‘base’ of knowledge about the field. What’s really interesting about most knowledge bases is that they are easy to over-simplify and also frequently counter-intuitive in their depths. An outside perspective can easily lead to the wrong conclusions.

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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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