AWS Machine Learning

MARCH 29, 2024

For example, the following figure shows screenshots of a chatbot transitioning a customer to a live agent chat (courtesy of WaFd Bank). The associated Amazon Lex chatbot is configured with an escalation intent to process the incoming agent assistance request. The payload includes the conversation ID of the active conversation.

Cloud contact 112

Cloud contact Contact Center Chatbots APIs 112

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

Amazon Bedrock is a fully managed service that makes FMs from leading AI startups and Amazon available via an API, so one can choose from a wide range of FMs to find the model that is best suited for their use case. Prompt engineering Prompt engineering is crucial for the knowledge retrieval system.

Chatbots 122

Chatbots Engineering APIs Technology 122

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 122

Chatbots Banking APIs Enterprise 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? Let’s see what these can be.

Chatbots 140

Chatbots APIs Construction Best practices 140

AWS Machine Learning

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.

APIs 102

APIs Chatbots Engineering Accountability 102

AWS Machine Learning

OCTOBER 11, 2024

Agentic workflows are a fresh new perspective in building dynamic and complex business use case-based workflows with the help of large language models (LLMs) as their reasoning engine. Solution overview In this post, we explore a sample use case for an online retail chatbot. Provide a clear and concise agent instruction.

APIs 130

APIs Chatbots Accountability Feedback 130

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

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 116

Chatbots Engineering Enterprise Feedback 116

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

CSM Magazine

DECEMBER 11, 2023

In today’s digital landscape, chatbots have become an invaluable customer engagement and support tool for many businesses. According to Statista, the chatbot market is forecast to reach around 1.25 Moreover, the cost of developing a sophisticated chatbot with local teams can be prohibitively high for many companies. billion U.S.

Chatbots 52

Chatbots outsourcing APIs Wait times 52

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 87

Chatbots APIs Construction Education 87

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

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

TMP Direct

APRIL 14, 2021

If you’re looking for ways to spice up your customer service department, then it’s time to look into chatbots. Chatbots have proved their mettle when it comes to simple transactional tasks; and now brands are looking to create interactions that are also memorable and experiential.

Chatbots 52

Chatbots Engineering APIs Wait times 52

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

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

MARCH 27, 2024

In software engineering, there is a direct correlation between team performance and building robust, stable applications. The data community aims to adopt the rigorous engineering principles commonly used in software development into their own practices, which includes systematic approaches to design, development, testing, and maintenance.

Enterprise 107

Enterprise APIs Metrics Engineering 107

AWS Machine Learning

MARCH 14, 2024

We provide an overview of key generative AI approaches, including prompt engineering, Retrieval Augmented Generation (RAG), and model customization. Whether creating a chatbot or summarization tool, you can shape powerful FMs to suit your needs. With the right technique, you can build powerful and impactful generative AI solutions.

Best practices 123

Best practices Engineering Chatbots Enterprise 123

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

NOVEMBER 12, 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.

Analytics 104

Analytics APIs Engineering Technology 104

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. This is a custom API we have defined for our use case (see inference_api.py ).

APIs 83

APIs Engineering Chatbots Scripts 83

TechSee

SEPTEMBER 21, 2023

As a Generative AI enterprise platform, Sophie AI is built to secularly observe, learn and interact at scale, helping your agents, engineers and end-customers. These chatbots demanded a lot of effort from users and administrators. In contrast, Sophie AI is trained like today’s human agents and engineers.

Engineering 109

Engineering Enterprise Chatbots Self service 109

AWS Machine Learning

NOVEMBER 18, 2024

Amazon Bedrock provided the flexibility to explore various leading LLM models using a single API, reducing the undifferentiated heavy lifting associated with hosting third-party models. Leveraging this, InsuranceDekho developed the industry’s first Health Pro Genie with the most efficient engine.

Benchmark 84

Benchmark APIs Engineering Sales 84

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 use Streamlit for the sample demo application UI.

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. We will start by using the SageMaker Studio UI and then by using APIs.

Government 84

Government Management APIs Accountability 84

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. Note that the next action may or may not involve using a tool or API.

APIs 121

APIs Chatbots Engineering Management 121

AWS Machine Learning

JANUARY 4, 2024

We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) via a single API, enabling to easily build and scale Gen AI applications.

Best practices 134

Best practices Enterprise Engineering APIs 134

AWS Machine Learning

AUGUST 5, 2024

These systems, such as search engines and databases, typically work by indexing on keywords and fields contained in data files. Amazon Bedrock is a fully managed service that makes FMs from leading AI startups and Amazon available through an API. Included with Amazon Bedrock is Knowledge Bases for Amazon Bedrock.

APIs 105

APIs Engineering Chatbots Management 105

AWS Machine Learning

OCTOBER 16, 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.

Engineering 104

Engineering Metrics APIs Big data 104

AWS Machine Learning

SEPTEMBER 14, 2023

This means that controlling access to the chatbot is crucial to prevent unintended access to sensitive information. Amazon API Gateway hosts a REST API with various endpoints to handle user requests that are authenticated using Amazon Cognito. Amazon API Gateway 1M REST API Calls 3.5 2xlarge 676.8

APIs 114

APIs Healthcare Scripts Engineering 114

AWS Machine Learning

JANUARY 5, 2024

Wipro further accelerated their ML model journey by implementing Wipro’s code accelerators and snippets to expedite feature engineering, model training, model deployment, and pipeline creation. Wipro has used the input filter and join functionality of SageMaker batch transformation API.

Management 128

Management APIs Engineering Government 128

AWS Machine Learning

NOVEMBER 26, 2023

Gartner predicts that “by 2026, more than 80% of enterprises will have used generative AI APIs or models, or deployed generative AI-enabled applications in production environments, up from less than 5% in 2023.” Rishabh Agrawal is a Senior Software Engineer working on AI services at AWS. You can also use this for sequential chains.

Personalization 122

Personalization Customer Experience APIs Entertainment 122

AWS Machine Learning

OCTOBER 11, 2024

The workflow consists of the following steps: Either a user through a chatbot UI or an automated process issues a prompt and requests a response from the LLM-based application. The agent returns the LLM response to the chatbot UI or the automated process. The LLM response is passed back to the agent.

APIs 98

APIs Enterprise Engineering Government 98

AWS Machine Learning

NOVEMBER 15, 2024

Use cases we have worked on include: Technical assistance for field engineers – We built a system that aggregates information about a company’s specific products and field expertise. A chatbot enables field engineers to quickly access relevant information, troubleshoot issues more effectively, and share knowledge across the organization.

APIs 108

APIs Engineering Chatbots Construction 108

AWS Machine Learning

NOVEMBER 1, 2024

Overview of ACLs in Amazon Q Business In the context of knowledge management and generative AI chatbot applications, an ACL plays a crucial role in managing who can access information and what actions they can perform within the system. The Google Drive and Admin SDK APIs need to be enabled for Amazon Q to crawl Google Drive files.

Enterprise 110

Enterprise APIs Accountability Management 110

AWS Machine Learning

SEPTEMBER 24, 2024

Ecommerce recommendation engines, Just Walk Out technology, Alexa devices, and route optimizations are some examples. Your organization can use generative AI for various purposes like chatbots, intelligent document processing, media creation, and product development and design. These capabilities are built using the AWS Cloud.

Enterprise 101

Enterprise Engineering Chatbots APIs 101