AWS Machine Learning

MARCH 1, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With a knowledge base, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG). Hybrid search can better handle such open-ended dialogs.

APIs 135

APIs Finance Chatbots Enterprise 135

AWS Machine Learning

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. Create new generative AI-powered intent in Amazon Lex using the built-in QnAIntent and point the knowledge base.

Self service 125

Self service Chatbots Accountability Finance 125

AWS Machine Learning

AUGUST 7, 2024

AI chatbots and virtual assistants have become increasingly popular in recent years thanks the breakthroughs of large language models (LLMs). Most common use cases for chatbot assistants focus on a few key areas, including enhancing customer experiences, boosting employee productivity and creativity, or optimizing business processes.

APIs 133

APIs Chatbots Metrics Education 133

Calabrio

MARCH 18, 2025

Analytics From Frustration to Adoption: Overcoming Barriers to Effective Chatbot Utilization Share Chatbots have transformed customer service by providing instant, AI-powered support that reduces contact center volume and improves operational efficiency. If your chatbot isnt delivering the results you expected, youre not alone.

Chatbots 59

Chatbots Self service Analytics Contact Center 59

AWS Machine Learning

APRIL 8, 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 using a fully managed Retrieval Augmented Generation (RAG) model.

APIs 130

APIs Construction Chatbots Accountability 130

ShepHyken

JANUARY 18, 2021

Chatbots vs Knowledge Bases: Which One Is Better? My Comment: Chatbots versus knowledge base support. .” These are fundamental concepts for every type of business. by Tracey Ruff. Both are self-service options, but what’s more effective?

Customer Service 331

Customer Service B2B Journey mapping Chatbots 331

AWS Machine Learning

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).

APIs 126

APIs Enterprise Chatbots Engineering 126

AWS Machine Learning

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.

APIs 127

APIs Enterprise Scripts Accountability 127

AWS Machine Learning

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.

Healthcare 129

Healthcare APIs Government Accountability 129

Calabrio

FEBRUARY 20, 2025

Analytics Maximizing Chatbot Effectiveness: The Power of Analytics and Self-Service Share As businesses continue to adopt AI-driven chatbots for customer interactions, the challenge shifts from simply having a chatbot to ensuring it delivers real value. Learn how AI is transforming contact centers to drive cost savings.

Self service 64

Self service Chatbots Analytics Contact Center 64

Inbenta

APRIL 29, 2020

Depending on the context in which the chatbot project takes place, and therefore its scope of action, its implementation may take more or less time. Indeed, the development of a chatbot implies creating new jobs such as the one of Botmaster for example. How long does it take to deploy an AI chatbot? Let’s see what these can be.

Chatbots 140

Chatbots APIs Construction Best practices 140

AWS Machine Learning

NOVEMBER 15, 2024

As Principal grew, its internal support knowledge base considerably expanded. Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles.

Chatbots 114

Chatbots Engineering Enterprise Government 114

Help Scout

JUNE 8, 2021

Artificial intelligence (AI) shows incredible promise in 2021, but the experience of interacting with an AI chatbot is more like talking to a distracted toddler than it is to Tony Stark’s Jarvis. Still, using AI chatbots for customer service makes plenty of sense. A chatbot could do that before your team even gets notified.

Chatbots 144

Chatbots Self service Technology Customer Service 144

TechSee

FEBRUARY 10, 2025

At launch, chatbots made a huge splash. Chat-based visual guidance? Sophie AI picks what works best for the individual user and your brand, based on real-time context and past interactions. Tapping Into Tribal Knowledge No AI thrives in a vacuum. But in today’s world, your customers expect more.

Customer Service 124

Customer Service Average Handle Time Telecommunications Chatbots 124

AWS Machine Learning

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.

APIs 113

APIs Engineering Chatbots Management 113

CX Accelerator

JANUARY 7, 2019

Imagine you’re on a company’s website and are searching through their knowledge base for an answer to a question before contacting customer service. Traditional searching based on keywords yields results but with far less accuracy. Now take into consideration chatbots or any sort of automated response to a customer.

Chatbots 275

Chatbots Contact Center Technology Analytics 275

ShepHyken

JULY 31, 2023

While chatbots and digital solutions are valuable, human-to-human interactions still plays a vital role, especially when technology falls short. Provide seamless connections between various communication channels, including chatbots, apps, phone calls, and emails.

Chatbots 296

Chatbots Enterprise Contact Center Technology 296

Inbenta

JUNE 2, 2020

Set a goal for your chatbot. As obvious as it may seem, this is the number one chatbot best practice to keep in mind when starting to design a conversational agent. Give your chatbot a personality. Source: Ultan O’Broin from Chatbots Magazine ). What’s the name of your chatbot? Test, Monitor, Tune.

Best practices 130

Best practices Chatbots Feedback Technology 130

AWS Machine Learning

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. Users of the chatbot interact with Amazon Lex through the web client UI, Amazon Alexa , or Amazon Connect.

Chatbots 126

Chatbots Banking APIs Enterprise 126

CSM Magazine

JANUARY 15, 2025

While no one can truly comprehend the extent of the impact it will have, there is no doubt that AI and chatbots for customer support are being embraced by more and more companies. But for all the good that AI and chatbots offer in customer support, there are also challenges. Who will be fixing the issues related to AI and chatbots?

Chatbots 52

Chatbots Customer Support Technical Support Banking 52

AWS Machine Learning

MAY 30, 2024

Retrieval Augmented Generation vs. fine tuning Traditional LLMs don’t have an understanding of Vitech’s processes and flow, making it imperative to augment the power of LLMs with Vitech’s knowledge base. The VitechIQ user experience can be split into two process flows: document repository, and knowledge retrieval.

Chatbots 129

Chatbots Engineering APIs Technology 129

AWS Machine Learning

DECEMBER 11, 2024

Document upload When users need to provide context of their own, the chatbot supports uploading multiple documents during a conversation. We deliver our chatbot experience through a custom web frontend, as well as through a Slack application. Previously, we had to build and maintain custom logic to handle these tasks.

Sales 102

Sales Accountability APIs CRM 102

AWS Machine Learning

JANUARY 14, 2025

Fully local RAG For the deployment of a large language model (LLM) in a RAG use case on an Outposts rack, the LLM will be self-hosted on a G4dn instance and knowledge bases will be created on the Outpost rack, using either Amazon Elastic Block Storage (Amazon EBS) or Amazon S3 on Outposts.

APIs 98

APIs Chatbots Enterprise Healthcare 98

Comm100

DECEMBER 16, 2024

A sector that once relied on phone calls and long email threads has shifted to a world of instant messaging, AI chatbots, and automated systems designed to meet customer needs faster than ever before. For example, chatbots are a common tool in customer service automation. or How do I reset my password?

Customer Service 52

Customer Service Chatbots Omni-channel support Self service 52

ShepHyken

JUNE 4, 2021

How knowledge management helps in improving FCR? FCR can be improved by a knowledge management system with its tools such as a decision tree, knowledge base. Knowledge base helps in collecting all the important data required for customer support and organizing them in order. Smooth customer interaction.

First call resolution 213

First call resolution Management Chatbots Self service 213

AWS Machine Learning

OCTOBER 24, 2024

Since the inception of AWS GenAIIC in May 2023, we have witnessed high customer demand for chatbots that can extract information and generate insights from massive and often heterogeneous knowledge bases. a) to augment its knowledge, along with the user query (3.b). The following is a general diagram of a RAG workflow.

Chatbots 89

Chatbots Metrics Scripts APIs 89

TeleDirect

MARCH 9, 2025

Leverage AI-Powered Chatbots and Self-Service Options AI-driven chatbots can resolve common customer inquiries instantly. Encourage the use of knowledge bases for quick access to customer information. Prioritize VIP customers or urgent inquiries for faster resolution. Q3: How can AI help reduce call wait times?

Wait times 79

Wait times Call Center Abandon rate First call resolution 79

AWS Machine Learning

JANUARY 31, 2024

By combining embeddings that capture semantics with a technique called Retrieval Augmented Generation (RAG) , you can generate more relevant answers based on retrieved context from your own data sources. Create a knowledge base. Sync your knowledge base with your data source.

Chatbots 118

Chatbots Entertainment APIs Advertising 118

Win the Customer

JANUARY 9, 2025

AI-Powered Knowledge Bases: Intelligent Search: Implement AI-powered search within your knowledge base. Personalized Recommendations: Utilize AI to analyze customer behavior and recommend relevant articles based on their past interactions, browsing history, and current needs.

Self service 59

Self service Chatbots Personalization Analytics 59

ShepHyken

FEBRUARY 1, 2022

Many brands are still hamstrung by the old ways of organizing information – they typically have answers hidden four, five, or six clicks deep into a knowledge base or scattered across different departments in the organization. Support leaders are turning to chatbots and virtual assistants to help meet customer expectations.

Average Handle Time 183

Average Handle Time Chatbots Self service Customer Support 183

CSM Magazine

MARCH 28, 2025

Support self-service capabilities, like knowledge bases, to empower customers. Freshdesk Freshdesk provides an excellent free-tier solution that includes email ticketing, basic reporting, and a knowledge base, making it a top option for small businesses just getting started. Now, let’s get to the list.

Customer Service 52

Customer Service B2B Chatbots B2C 52

ShepHyken

MARCH 9, 2018

Next, a company should offer a knowledge base or access to frequently asked questions. Gartner also reported that by 2020, 72% of customer interactions will involve an emerging technology such as machine-learning applications, chatbots or mobile messaging, up from 11% in 2017. Human vs Bot. Sources: [link].

Customer Service 189

Customer Service Chatbots Advertising Technology 189

Comm100

AUGUST 8, 2022

Enter AI chatbots – ever-improving tech that lets organizations automate conservations and meet the modern demands of fast, 24/7 support. This segment in digital customer service is growing fast, and 70% of customers now either use or are interested in chatbots for simple customer service. What is a chatbot? Types of chatbots.

Chatbots 97

Chatbots Customer Service Wait times Banking 97

ShepHyken

SEPTEMBER 22, 2023

From AI-powered chatbots to hyper-personalization, and with the aid of knowledge-base management solutions , the future of customer service is bright and full of potential. AI-powered chatbots are leading the charge in delivering a better customer experience.

Customer Service 164

Customer Service Chatbots Self service Customer Care 164

TeamSupport

MAY 31, 2023

Chatbots are fast becoming part of the digital core of tech tools that companies utilize as a secret weapon to increase their competitive advantage in the customer service arena. What Are Chatbots Chatbots are a chat software tool that mimic human conversation to efficiently perform routine tasks. Where are you located?

Chatbots 98

Chatbots Customer Service Healthcare Banking 98

AWS Machine Learning

FEBRUARY 18, 2025

The transformed logs were stored in a separate S3 bucket, while another EventBridge schedule fed these transformed logs into Amazon Bedrock Knowledge Bases , an end-to-end managed Retrieval Augmented Generation (RAG) workflow capability, allowing the chat assistant to query them efficiently.

APIs 70

APIs Engineering Metrics Big data 70

Customer Service Life

MAY 11, 2022

In my third point about the importance of optimizing your Zendesk knowledge base, I left incomplete exploring artificial intelligence as a means of making it easier for customers to find answers to their questions. Does your knowledge base answer only those questions and answers you thought to ask?

Self service 104

Self service Chatbots Metrics Surveys 104