AWS Machine Learning

AUGUST 15, 2024

In this post, we discuss how to use QnABot on AWS to deploy a fully functional chatbot integrated with other AWS services, and delight your customers with human agent like conversational experiences. After authentication, Amazon API Gateway and Amazon S3 deliver the contents of the Content Designer UI.

Chatbots 123

Chatbots Banking APIs Enterprise 123

AWS Machine Learning

OCTOBER 1, 2024

Specifically, we focus on chatbots. Chatbots are no longer a niche technology. Although AI chatbots have been around for years, recent advances of large language models (LLMs) like generative AI have enabled more natural conversations. We also provide a sample chatbot application. We discuss this later in the post.

Chatbots 81

Chatbots APIs Scripts Management 81

AWS Machine Learning

OCTOBER 30, 2024

These include interactive voice response (IVR) systems, chatbots for digital channels, and messaging platforms, providing a seamless and resilient customer experience. Enabling Global Resiliency for an Amazon Lex bot is straightforward using the AWS Management Console , AWS Command Line Interface (AWS CLI), or APIs.

Chatbots 98

Chatbots APIs Interactive Voice Response Telecommunications 98

AWS Machine Learning

MAY 30, 2024

To serve their customers, Vitech maintains a repository of information that includes product documentation (user guides, standard operating procedures, runbooks), which is currently scattered across multiple internal platforms (for example, Confluence sites and SharePoint folders). Your primary functions are: 1.

Chatbots 122

Chatbots Engineering APIs Technology 122

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? A slow testing phase.

Chatbots 140

Chatbots APIs Construction Best practices 140

AWS Machine Learning

OCTOBER 11, 2024

These agentic workflows decompose the natural language query-based tasks into multiple actionable steps with iterative feedback loops and self-reflection to produce the final result using tools and APIs. Solution overview In this post, we explore a sample use case for an online retail chatbot.

APIs 130

APIs Chatbots Accountability Feedback 130

JivoChat

APRIL 23, 2023

Chatbots have become a success around the world, and nowadays are used by 58% of B2B companies and 42% of B2C companies. In 2022 at least 88% of users had one conversation with chatbots. There are many reasons for that, a chatbot is able to simulate human interaction and provide customer service 24h a day. What Is a Chatbot?

Chatbots 75

Chatbots B2C Self service B2B 75

AWS Machine Learning

FEBRUARY 14, 2024

Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API. For example, a user may enter an incomplete problem statement like, “Where to purchase a shirt.”

Engineering 129

Engineering Chatbots Accountability Enterprise 129

Comm100

OCTOBER 19, 2022

Chatbots are quickly becoming a long-term solution for customer service across all industries. A good chatbot will deliver exceptional value to your customers during their buying journey. But you can only deliver that positive value by making sure your chatbot features offer the best possible customer experience.

Chatbots 93

Chatbots APIs Analytics Upselling 93

AWS Machine Learning

NOVEMBER 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Mistral, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

APIs 94

APIs Surveys Chatbots Construction 94

AWS Machine Learning

SEPTEMBER 26, 2024

This post shows how aerospace customers can use AWS generative AI and ML-based services to address this document-based knowledge use case, using a Q&A chatbot to provide expert-level guidance to technical staff based on large libraries of technical documents. For Application name , enter a name (for example, my-tech-assistant ).

APIs 102

APIs Chatbots Engineering Accountability 102

AWS Machine Learning

FEBRUARY 14, 2023

When the user signs in to an Amazon Lex chatbot, user context information can be derived from Amazon Cognito. The Amazon Lex chatbot can be integrated into Amazon Kendra using a direct integration or via an AWS Lambda function. The use of the AWS Lambda function will provide you with fine-grained control of the Amazon Kendra API calls.

Chatbots 86

Chatbots APIs Construction Education 86

AWS Machine Learning

NOVEMBER 1, 2024

For example, the claims processing team established an application inference profile with tags such as dept:claims , team:automation , and app:claims_chatbot. Invoke models with application inference profiles : Converse API : Invokes the model using a specified inference profile for conversational interactions.

APIs 128

APIs Management Accountability Metrics 128

AWS Machine Learning

DECEMBER 6, 2023

Enterprises turn to Retrieval Augmented Generation (RAG) as a mainstream approach to building Q&A chatbots. The end goal was to create a chatbot that would seamlessly integrate publicly available data, along with proprietary customer-specific Q4 data, while maintaining the highest level of security and data privacy.

Chatbots 118

Chatbots APIs Engineering CRM 118

AWS Machine Learning

MAY 16, 2023

This demonstration provides an open-source foundation model chatbot for use within your application. GPT-NeoXT-Chat-Base-20B is designed for use in chatbot applications and may not perform well for other use cases outside of its intended scope. In addition to the aforementioned fine-tuning, GPT-NeoXT-Chat-Base-20B-v0.16

Chatbots 91

Chatbots Scripts APIs Feedback 91

AWS Machine Learning

JULY 10, 2024

You can use the Prompt Management and Flows features graphically on the Amazon Bedrock console or Amazon Bedrock Studio, or programmatically through the Amazon Bedrock SDK APIs. Alternatively, you can use the CreateFlow API for a programmatic creation of flows that help you automate processes and development pipelines.

Management 119

Management APIs Chatbots Best practices 119

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 126

APIs Chatbots Metrics Education 126

Inbenta

AUGUST 10, 2021

What does metabot mean in chatbot applications? Metabot example in chatbots. Inbenta’s chatbot module: your go-to metabot. But what is a metabot in chatbot applications? Chatbots are frequently really good at handling one type of request, usually, Q&A flows. Let’s use an example to make it clearer.

Chatbots 93

Chatbots Banking Accountability APIs 93

AWS Machine Learning

NOVEMBER 22, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Scripts 84

Scripts APIs Chatbots Accountability 84

Babelforce

FEBRUARY 8, 2023

Voicebot and Chatbot. But when you scratch below the surface, you’ll find that many voicebot definitions sound just like the chatbot definition you already have open in another tab (and vice versa). In this article: Voicebot vs. Chatbot – how different are they? What are Voicebots and Chatbots used for?

Chatbots 52

Chatbots Interactive Voice Response Average Handle Time APIs 52

AWS Machine Learning

JANUARY 31, 2024

Keyword search alone has challenges capturing semantics and user intent, leading to results that lack relevant context; for example, finding date night or Christmas-themed movies. In this post, we show you how to securely create a movie chatbot by implementing RAG with your own data using Knowledge Bases for Amazon Bedrock.

Chatbots 109

Chatbots Entertainment APIs Advertising 109

Inbenta

JUNE 1, 2021

Summary: Use Cases of AI Chatbots for Internal Employees. Chatbots Streamline HR Support. Chatbots Facilitate Employee Onboarding. Chatbots Help With Day-to-Day Tasks. Chatbots Prove the Source of Truth: From Taxes to GDPR. Chatbots Empower Physical Robots. Chatbots are easy to use, setup, and deploy.

Chatbots 83

Chatbots APIs Engineering Customer Support 83

AWS Machine Learning

OCTOBER 29, 2024

We walk through the key components and services needed to build the end-to-end architecture, offering example code snippets and explanations for each critical element that help achieve the core functionality. With Lambda integration, we can create a web API with an endpoint to the Lambda function.

Engineering 107

Engineering APIs Sales Enterprise 107

AWS Machine Learning

NOVEMBER 22, 2023

SageMaker JumpStart is ideally suited for generative AI use cases for FinServ customers because it offers the following: Customization capabilities – SageMaker JumpStart provides example notebooks and detailed posts for step-by-step guidance on domain adaptation of foundation models. Lewis et al. An Amazon SageMaker Studio domain and user.

Engineering 113

Engineering Chatbots APIs Benchmark 113

AWS Machine Learning

NOVEMBER 10, 2023

LLMs are capable of a variety of tasks, such as generating creative content, answering inquiries via chatbots, generating code, and more. Addressing privacy Amazon Comprehend already addresses privacy through its existing PII detection and redaction abilities via the DetectPIIEntities and ContainsPIIEntities APIs.

APIs 114

APIs Chatbots Analytics Personalization 114

AWS Machine Learning

NOVEMBER 15, 2024

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. Now, employees at Principal can receive role-based answers in real time through a conversational chatbot interface.

Chatbots 120

Chatbots Engineering Enterprise Feedback 120

AWS Machine Learning

MARCH 1, 2024

For example, consider the following query: What is the cost of the book " " on ? For example, if you have want to build a chatbot for an ecommerce website to handle customer queries such as the return policy or details of the product, using hybrid search will be most suitable.

APIs 124

APIs Finance Chatbots Enterprise 124

Inbenta

JUNE 8, 2022

It’s been a few years since the first chatbots emerged. Although many companies are still using this kind of basic chatbots, many others have turned to more advanced artificial intelligence and natural language processing technologies. But what kind of actions can a transactional chatbot enable? And yet, it is extremely complex.

Chatbots 52

Chatbots APIs Banking Accountability 52

Inbenta

JULY 2, 2018

Chatbots are a time-saving resource for internal employees whose energy is better spent on meaningful work and productivity. Internal chatbots have the potential to boost accessibility, efficiency, and employee satisfaction in your workplace. Chatbots are easy to use, setup, and deploy. Chatbots streamlining HR support.

Chatbots 110

Chatbots APIs Engineering Customer Support 110

AWS Machine Learning

SEPTEMBER 15, 2023

Large language model (LLM) agents are programs that extend the capabilities of standalone LLMs with 1) access to external tools (APIs, functions, webhooks, plugins, and so on), and 2) the ability to plan and execute tasks in a self-directed fashion. For example, an LLM can use a “retrieval plugin” to fetch relevant context and perform RAG.

APIs 122

APIs Chatbots Engineering Management 122

JivoChat

JULY 29, 2021

And 40% of consumers don’t care whether it’s a chatbot or a person providing customer service. So why not delegate some of your customer service tasks to chatbots and free up valuable time for your live agents? But there’s another option: Chatbots with artificial intelligence (AI). What is an AI Chatbot?

Chatbots 52

Chatbots Sales APIs Analytics 52

AWS Machine Learning

AUGUST 5, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI. Included with Amazon Bedrock is Knowledge Bases for Amazon Bedrock.

APIs 105

APIs Engineering Chatbots Management 105

Solvvy

AUGUST 21, 2020

The Time is Right for a Customer Support Chatbot. The real difference, however, comes from encouraging customers to self-service with a conversational, next-gen customer support chatbot – far and away the best and most cost-effective way to resolve issues quickly and accurately without bogging down your support team. .

Chatbots 62

Chatbots Customer Support Self service B2C 62

AWS Machine Learning

FEBRUARY 6, 2024

Conversational AI (or chatbots) can help triage some of these common IT problems and create a ticket for the tasks when human assistance is needed. Chatbots quickly resolve common business issues, improve employee experiences, and free up agents’ time to handle more complex problems.

Chatbots 122

Chatbots APIs Self service Banking 122

AWS Machine Learning

SEPTEMBER 1, 2023

Now you can continuously stream inference responses back to the client when using SageMaker real-time inference to help you build interactive experiences for generative AI applications such as chatbots, virtual assistants, and music generators. We chose Falcon 7B as an example, but any model can take advantage of this new streaming feature.

APIs 109

APIs Chatbots Engineering Best practices 109

AWS Machine Learning

NOVEMBER 14, 2024

Customers can use the SageMaker Studio UI or APIs to specify the SageMaker Model Registry model to be shared and grant access to specific AWS accounts or to everyone in the organization. With this launch, customers can now seamlessly share and access ML models registered in SageMaker Model Registry between different AWS accounts.

Government 88

Government Management APIs Accountability 88

AWS Machine Learning

SEPTEMBER 13, 2024

For instance, in a typical chatbot scenario, users initiate the conversation by providing a multimedia file or a link as input payload, followed by a back-and-forth dialogue, asking questions or seeking information related to the initial input. We use TorchServe as our model server for this example.

APIs 84

APIs Engineering Chatbots Scripts 84