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.” FOX Corporation (FOX) produces and distributes news, sports, and entertainment content. “We

Personalization 123

Personalization Customer Experience APIs Entertainment 123

Pointillist

FEBRUARY 19, 2018

Most leading SaaS platforms have APIs and consider 3rd-party integrations to be a critical component of their value proposition. The world would be a beautiful place if all touchpoint data was available through APIs. Here’s how AI applications are giving customer service a makeover: Chatbots. Business Context.

Customer Experience 111

Customer Experience Analytics APIs B2B 111

AWS Machine Learning

MAY 14, 2024

You can build such chatbots following the same process. You can easily build such chatbots following the same process. UI and the Chatbot example application to test human-workflow scenario. In our example, we used a Q&A chatbot for SageMaker as explained in the previous section.

Chatbots 121

Chatbots Feedback Engineering Entertainment 121

AWS Machine Learning

NOVEMBER 1, 2023

Their use cases span various domains, from media entertainment to medical diagnostics and quality assurance in manufacturing. The TGI framework underpins the model inference layer, providing RESTful APIs for robust integration and effortless accessibility.

APIs 121

APIs Engineering Construction Scripts 121

AWS Machine Learning

MARCH 27, 2024

Text-to-image models also enhance your customer experience by allowing for personalized advertising as well as interactive and immersive visual chatbots in media and entertainment use cases. The data remains in the same Region where the API call is processed. This process can be done both via the Amazon Bedrock console or APIs.

Accountability 123

Accountability APIs Engineering Entertainment 123

AWS Machine Learning

NOVEMBER 30, 2023

Clariant is empowering its team members with an internal generative AI chatbot to accelerate R&D processes, support sales teams with meeting preparation, and automate customer emails. With Amazon Bedrock, customers are only ever one API call away from a new model. Meta Llama 2 70B, and additions to the Amazon Titan family.

APIs 145

APIs Enterprise Best practices Technology 145

AWS Machine Learning

SEPTEMBER 19, 2023

The steps involved are as follows: The financial analyst poses questions via a platform such as chatbots. Large language models – The large language models (LLMs) are available via Amazon Bedrock, SageMaker JumpStart, or an API. By moving into groceries, healthcare, and entertainment, Amazon can diversify their offerings.

Marketing 134

Marketing APIs Engineering Analytics 134

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

AUGUST 2, 2023

After ingestion, images can be searched via the Amazon Kendra search console, API, or SDK. You can then search for images using natural language queries, such as “Find images of red roses” or “Show me pictures of dogs playing in the park,” through the Amazon Kendra console, SDK, or API.

Enterprise 98

Enterprise Healthcare APIs Big data 98

AWS Machine Learning

MARCH 28, 2024

medium instance to demonstrate deploying LLMs via SageMaker JumpStart, which can be accessed through a SageMaker-generated API endpoint. You can request service quota increases through the console, AWS Command Line Interface (AWS CLI), or API to allow access to those additional resources. We use an ml.t3.medium

Telecommunications 135

Telecommunications Transportation Healthcare Accountability 135

AWS Machine Learning

SEPTEMBER 1, 2023

Main use cases are around human-like chatbots, summarization, or other content creation such as programming code. In this scenario, the generative AI application, designed by the consumer, must interact with the fine-tuner backend via APIs to deliver this functionality to the end-users. 15K available FM reference Step 1.

Engineering 126

Engineering Accountability Construction APIs 126

JivoChat

JUNE 15, 2021

Rules-based or AI chatbots can assist customers in a real-time chat as they search for products, suggest complementary products, and answer common questions. When live agents are available, the JivoChat chatbot can transfer a chat to an agent, should a customer need a greater degree of assistance. Gameball: Loyalty & Rewards.

Upselling 52

Upselling Analytics Sales Marketing 52

AWS Machine Learning

JANUARY 26, 2024

Consider inserting AWS Web Application Firewall (AWS WAF) in front to protect web applications and APIs from malicious bots , SQL injection attacks, cross-site scripting (XSS), and account takeovers with Fraud Control. Your LLM application may have more or fewer definable trust boundaries.

Best practices 137

Best practices Government Engineering Accountability 137

AWS Machine Learning

MARCH 20, 2025

The benefits of using Amazon Bedrock Data Automation Amazon Bedrock Data Automation provides a single, unified API that automates the processing of unstructured multi-modal content, minimizing the complexity of orchestrating multiple models, fine-tuning prompts, and stitching outputs together.

APIs 117

APIs Analytics Advertising Enterprise 117