AWS Machine Learning

JULY 17, 2024

In this post, we’re using the APIs for AWS Support , AWS Trusted Advisor , and AWS Health to programmatically access the support datasets and use the Amazon Q Business native Amazon Simple Storage Service (Amazon S3) connector to index support data and provide a prebuilt chatbot web experience. Test the solution through chat.

Scripts 119

Scripts APIs Enterprise Accountability 119

Inbenta

SEPTEMBER 4, 2018

Inbenta has extensive experience deploying intelligent, conversational chatbots throughout large enterprises. After a more recent in-depth review, we’ve outlined the following best practices for securely deployed your AI-based chatbot onto your site. When possible, include and host all necessary scripts in your secured web server.

Chatbots 58

Chatbots APIs Scripts Enterprise 58

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 88

APIs Engineering Chatbots Scripts 88

AWS Machine Learning

APRIL 23, 2024

With Knowledge Bases for Amazon Bedrock, you can quickly build applications using Retrieval Augmented Generation (RAG) for use cases like question answering, contextual chatbots, and personalized search. It calls the CreateDataSource and DeleteDataSource APIs.

APIs 129

APIs Enterprise Scripts Accountability 129

Inbenta

SEPTEMBER 4, 2018

Inbenta has extensive experience deploying intelligent, conversational chatbots throughout large enterprises. After a more recent in-depth review, we’ve outlined the following best practices for securely deployed your AI-based chatbot onto your site. When possible, include and host all necessary scripts in your secured web server.

Chatbots 40

Chatbots APIs Scripts Enterprise 40

AWS Machine Learning

DECEMBER 22, 2023

Amazon Bedrock is a fully managed service that makes leading FMs from AI companies available through an API along with developer tooling to help build and scale generative AI applications. The web channel includes an Amplify hosted website with an Amazon Lex embedded chatbot for a fictitious customer.

Scripts 124

Scripts Chatbots Accountability Multi-channel support 124

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 91

Government Management APIs Accountability 91

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. The web application front-end is hosted on AWS Amplify.

APIs 121

APIs Healthcare Scripts Engineering 121

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. This API allows the model to respond as a stream of parts of the full response payload.

APIs 115

APIs Chatbots Engineering Best practices 115

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. Implementation on AWS A RAG chatbot can be set up in a matter of minutes using Amazon Bedrock Knowledge Bases. doc,pdf, or.txt).

Chatbots 84

Chatbots Metrics Scripts APIs 84

AWS Machine Learning

JANUARY 5, 2024

Continuous integration and continuous delivery (CI/CD) pipeline – Using the customer’s GitHub repository enabled code versioning and automated scripts to launch pipeline deployment whenever new versions of the code are committed. Wipro has used the input filter and join functionality of SageMaker batch transformation API.

Management 133

Management APIs Engineering Government 133

AWS Machine Learning

SEPTEMBER 30, 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.

APIs 89

APIs Real estate Accountability Metrics 89

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.” However, scripting appealing subject lines can often be tedious and time-consuming.

Personalization 126

Personalization Customer Experience APIs Entertainment 126

AWS Machine Learning

APRIL 29, 2024

Dataset collection We followed the methodology outlined in the PMC-Llama paper [6] to assemble our dataset, which includes PubMed papers sourced from the Semantic Scholar API and various medical texts cited within the paper, culminating in a comprehensive collection of 88 billion tokens. Create and launch ParallelCluster in the VPC.

APIs 126

APIs Healthcare Scripts Enterprise 126

COPC

OCTOBER 26, 2023

Related A Foundation for Exceptional Digital Self-Service Design Learn proven guidelines for the successful design and performance of IVR systems, chatbots and other self-service models of customer care. But it’s much more than enlisting engineers to call LLM APIs.

Technology 78

Technology Customer Experience APIs Consulting 78

AWS Machine Learning

MARCH 14, 2024

Whether creating a chatbot or summarization tool, you can shape powerful FMs to suit your needs. 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 via a single API.

Best practices 129

Best practices Engineering Chatbots Enterprise 129

AWS Machine Learning

MAY 25, 2023

Amazon Lex provides the framework for building AI based chatbots. We implement the RAG functionality inside an AWS Lambda function with Amazon API Gateway to handle routing all requests to the Lambda. The Streamlit application invokes the API Gateway endpoint REST API. The API Gateway invokes the Lambda function.

APIs 89

APIs Enterprise Accountability Chatbots 89

AWS Machine Learning

MAY 3, 2023

With Amazon Bedrock , you will be able to choose Amazon Titan , Amazon’s own LLM, or partner LLMs such as those from AI21 Labs and Anthropic with APIs securely without the need for your data to leave the AWS ecosystem. Kendra ChatBot provides answers along with source links and has the capability to summarize longer answers.

Enterprise 85

Enterprise Chatbots APIs Government 85

AWS Machine Learning

JUNE 12, 2024

The workflow includes the following steps: The user accesses the chatbot application, which is hosted behind an Application Load Balancer. Amazon Q uses the chat_sync API to carry out the conversation. You can also find the script on the GitHub repo. The following diagram illustrates the solution architecture.

APIs 131

APIs Enterprise Accountability Feedback 131

AWS Machine Learning

OCTOBER 2, 2024

Whether you are developing a customer service chatbot or a virtual assistant, there are numerous considerations to keep in mind, from defining the agent’s scope and capabilities to architecting a robust and scalable infrastructure. In Part 1, we focus on creating accurate and reliable agents.

Best practices 98

Best practices APIs Metrics Accountability 98

AWS Machine Learning

DECEMBER 6, 2023

Another driver behind RAG’s popularity is its ease of implementation and the existence of mature vector search solutions, such as those offered by Amazon Kendra (see Amazon Kendra launches Retrieval API ) and Amazon OpenSearch Service (see k-Nearest Neighbor (k-NN) search in Amazon OpenSearch Service ), among others.

Analytics 127

Analytics APIs Engineering Construction 127

AWS Machine Learning

NOVEMBER 17, 2022

You can use AlexaTM 20B for a wide range of industry use-cases, from summarizing financial reports to question answering for customer service chatbots. In this post, we provide an overview of how to deploy and run inference with the AlexaTM 20B model programmatically through JumpStart APIs, available in the SageMaker Python SDK.

Scripts 103

Scripts APIs Government Engineering 103

AWS Machine Learning

MAY 4, 2023

We use the GPT4ALL-J , a fine-tuned GPT-J 7B model that provides a chatbot style interaction. The Neuron runtime consists of kernel driver and C/C++ libraries, which provide APIs to access AWS Inferentia and Trainium Neuron devices. Bring your own script – In this approach, you have the option to create your own model.py

APIs 93

APIs Scripts Engineering Chatbots 93

Balto

SEPTEMBER 18, 2023

On top of that, artificial intelligence provides agents with real-time assistance during calls for faster resolutions, automates note-taking, eliminates routine post-call work, and spots compliance and script deviations. This creates a more personalized and consistent customer service experience.

Interactive Voice Response 52

Interactive Voice Response Scripts Contact Center Coaching 52

Balto

NOVEMBER 2, 2023

Evolution of Contact Centers in Enterprises Contact centers have been there since the 60s, but what started as a simple office model for handling inbound and outbound customer calls has evolved drastically over the years to include omnichannel support that covers email, social media, live chat, and more recently, AI chatbots.

contact center solutions 52

contact center solutions Enterprise Contact Center Agent burnout 52

Netomi

JANUARY 5, 2023

Authentic intelligence in 2023 is at the heart of an advanced CX solution, using inputs from systems and APIs, historical data, customer profiles, and cutting-edge conversational design. Conversational AI should not be confused with a chatbot, which does not provide the CX agent with the same powerful detection of nuance and context.

Chatbots 52

Chatbots Scripts Airlines Customer Support 52

The Northridge Group

MAY 2, 2023

The most recent version of ChatGPT, which is based on GPT-4 and was released in March 2023, is OpenAI’s latest and most advanced chatbot. It can also be easily integrated via APIs with popular apps such as Slack, Instacart, Snapchat, or Facebook Messenger for easy access across multiple platforms.

Contact Center 67

Contact Center B2C Chatbots B2B 67

JustCall

FEBRUARY 28, 2024

And when you think about the range of features the latter offers at $49 per user per month — all 3 dialers, bulk SMS campaigns and workflows, live call monitoring , advanced analytics and reporting, API and webhooks, live call monitoring, and so much more, it is simply astounding. How are JustCall’s Sales Dialer and Mojo Dialer different?

Real estate 52

Real estate CRM APIs Sales 52

IdeasUnlimited

JULY 28, 2022

It is important to make use of APIs and integration to know where the customer is coming from, what the context is and where to take them ahead. Agents need to have access to information in a way that it is easily searchable and not just in the form of a memorized script.

Customer Service 59

Customer Service Virtual Agent Call Center Abandon rate 59

AWS Machine Learning

JANUARY 19, 2024

Another example might be a healthcare provider who uses PLM inference endpoints for clinical document classification, named entity recognition from medical reports, medical chatbots, and patient risk stratification. Then the payload is passed to the SageMaker endpoint invoke API via the BotoClient to simulate real user requests.

Metrics 122

Metrics Scripts Benchmark Enterprise 122

JustCall

JANUARY 29, 2024

Explore The Solution Used By Thousands For Successful Sales Teams Start your 14 day Free Trial Start Free Trial JustCall vs Kixie: Integrations Both JustCall and Kixie offer an extensive range of integrations, webhooks, and APIs. Invariably, both platforms share common features that get the job done well. Let’s look at what these are.

Sales 52

Sales APIs Analytics Abandon rate 52

aircall

JUNE 11, 2021

2015 — An open API (applied programming interface) technology was invented to allow software applications to sync and share data between them. A discussion of voice communications isn’t complete without VoIP (voice over internet protocol) and an open API (applied programming interface) technology. Telecommunication Now.

voip 62

voip Call Center APIs Telecommunications 62

AWS Machine Learning

AUGUST 14, 2023

Answer: 2021 ### Context: NLP Cloud developed their API by mid-2020 and they added many pre-trained open-source models since then. Answer: API ### Context: All plans can be stopped anytime. Topic: Topic: food Chatbot and conversational AI This is a discussion between a [human] and a [robot]. Question: When was NLP Cloud founded?

Engineering 84

Engineering APIs Chatbots Scripts 84

AWS Machine Learning

JUNE 12, 2023

Transformers-based models can be applied across different use cases when dealing with text data, such as search, chatbots, and many more. The Hugging Face transformers , tokenizers , and datasets libraries provide APIs and tools to download and predict using pre-trained models in multiple languages.

Best practices 78

Best practices APIs Engineering Analytics 78

AWS Machine Learning

AUGUST 1, 2023

Furthermore, proprietary models typically come with user-friendly APIs and SDKs, streamlining the integration process with your existing systems and applications. It offers an easy-to-use API and Python SDK, balancing quality and affordability. Popular uses include generating marketing copy, powering chatbots, and text summarization.

Healthcare 87

Healthcare APIs Scripts Best practices 87

NobelBiz

APRIL 23, 2024

RELATED ARTICLE CRM Key Features For Customer Service Preparing for the Future: Advanced Technologies and Training Emerging technologies like artificial intelligence (AI) and chatbots are going to play a significant role in the collections industry.

Customer centricity 94

Customer centricity Contact Center Technology Telemarketing 94

JivoChat

MAY 18, 2021

Use canned messages, triggered auto-replies, and chatbots. CRM Integrations, API, and Webhooks: Position a live chat widget where you want with the Webhooks API, change the widget’s behavior with JS API, and integrate your CRM with Webhooks. Quick site loading time: Jivo scripts are loaded asynchronously.

APIs 52

APIs CRM Chatbots Analytics 52