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 136

Best practices Engineering Chatbots Enterprise 136

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 130

APIs Healthcare Scripts Engineering 130

AWS Machine Learning

AUGUST 30, 2023

Powered by Amazon Lex , the QnABot on AWS solution is an open-source, multi-channel, multi-language conversational chatbot. This includes automatically generating accurate answers from existing company documents and knowledge bases, and making their self-service chatbots more conversational. Search string: "Is it fast?

Self service 135

Self service APIs Transportation Contact Center 135

AWS Machine Learning

DECEMBER 13, 2024

It evaluates each user query to determine the appropriate course of action, whether refusing to answer off-topic queries, tapping into the LLM, or invoking APIs and data sources such as the vector database. For instance, if the question is related to audience forecasting, the agent will invoke Amazon internal Audience Forecasting API.

Sales 83

Sales Advertising Engineering APIs 83

AWS Machine Learning

MARCH 14, 2024

Given the data sources, LLMs provided tools that would allow us to build a Q&A chatbot in weeks, rather than what may have taken years previously, and likely with worse performance. He has an MBA in Finance from UConn and a doctorate from Iowa State University. The following figure illustrates this architecture.

Engineering 134

Engineering APIs Technology Finance 134

Aspect

DECEMBER 24, 2018

This year, we’ve brought a number of new customers onboard and worked on some ground-breaking projects with innovative brands, such as the AI wine chatbot that we launched for Lidl. It also saw Lidl UK win the esteemed prize of Best Consumer Chatbot at the CogX 2018 Awards.

Chatbots 59

Chatbots Finance Self service APIs 59

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. The platform uses a framework to determine the most suitable multi-modal agent tool to answer the question.

Marketing 134

Marketing APIs Engineering Analytics 134

Hodusoft

MAY 31, 2020

Whatsapp may be tied to the intelligent chatbot and permit customers to receive answers to common queries. One example is Snapmint, a consumer finance company that lets people buy products on installments. Call in experts to integrate Whatsapp into existing solutions through API.

Contact Center 52

Contact Center Contact center software Customer Experience APIs 52

AWS Machine Learning

APRIL 18, 2023

SEC filing dataset SEC filings are critical for regulation and disclosure in finance. We make this possible in a few API calls in the JumpStart Industry SDK. Using the SageMaker API, we downloaded annual reports ( 10-K filings ; see How to Read a 10-K for more information) for a large number of companies.

Finance 88

Finance Scripts APIs Sales 88

AWS Machine Learning

SEPTEMBER 11, 2024

In terms of resulting speedups, the approximate order is programming hardware, then programming against PBA APIs, then programming in an unmanaged language such as C++, then a managed language such as Python. The CUDA API and SDK were first released by NVIDIA in 2007. GPU PBAs, 4% other PBAs, 4% FPGA, and 0.5%

Benchmark 113

Benchmark Banking Analytics Big data 113

Avaya

APRIL 3, 2017

From finance to retail to hospitality, it seems virtually every industry is grappling with above-average customer churn. This means an agent seeing that a customer communicated with a chatbot twice over the last two days about a billing error, for example. Integrated Data Views and Custom Agent Desktops.

Contact Center 57

Contact Center Journey mapping Finance APIs 57

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 133

Engineering Accountability Construction APIs 133

Balto

SEPTEMBER 18, 2023

AI solutions like advanced IVR (Interactive Voice Response) systems and AI chatbots are also capable of encouraging customers to use self-service solutions for recurring queries while routing customers to live agents for complex queries that require the intervention of human agents.

Interactive Voice Response 52

Interactive Voice Response Scripts Contact Center Coaching 52

AWS Machine Learning

APRIL 18, 2023

SEC filing dataset SEC filings are critical for regulation and disclosure in finance. We make this possible in a few API calls in the JumpStart Industry SDK. Using the SageMaker API, we downloaded annual reports ( 10-K filings ; see How to Read a 10-K for more information) for a large number of companies.

Finance 52

Finance Scripts APIs Sales 52

AWS Machine Learning

JUNE 18, 2024

By following the steps outlined in this post, you will be able to deploy your own secure and responsible chatbots, tailored to your specific needs and use cases. The following diagram illustrates this layered protection for generative AI chatbots. For example: “You’re a virtual travel agent. Only respond to questions about {topics}.

Engineering 132

Engineering Virtual Agent Finance Government 132

Hodusoft

JULY 3, 2024

Self-Service Options Enterprise contact center software solutions offer self-service options such as FAQs, knowledge bases, and automated chatbots to empower customers to find answers to common queries without agent assistance, reducing wait times and improving satisfaction. How To Handpick the Best Enterprise Contact Center Software?

Contact center software 52

Contact center software Enterprise Contact Center Interactive Voice Response 52

AWS Machine Learning

JULY 18, 2024

Using Anthropic’s Claude 3 Haiku on Amazon Bedrock , Lili developed an intelligent AccountantAI chatbot capable of providing on-demand accounting advice tailored to each customer’s financial history and unique business requirements. This process occurs over AWS PrivateLink for Amazon Bedrock , a protected and private connection in your VPC.

Chatbots 137

Chatbots APIs Accountability Finance 137

AWS Machine Learning

NOVEMBER 1, 2023

The TGI framework underpins the model inference layer, providing RESTful APIs for robust integration and effortless accessibility. Supplementing our auditory data processing, the Whisper ASR is also furnished with a RESTful API, enabling streamlined voice-to-text conversions.

APIs 128

APIs Engineering Construction Scripts 128

JustCall

JANUARY 29, 2024

JustCall is your restaurant with 100+ integrations for any CRM , webhook, or API – while Convoso serves up a mere 14 options. Moreover, you’ll need to justify the bucks you’ll ask your finance team to shell out. With over 100 connections to CRMs, data tools, and APIs, JustCall keeps things simple and helps your team work smoothly.

Sales 52

Sales Abandon rate APIs CRM 52

AWS Machine Learning

NOVEMBER 26, 2024

Remediating hallucinations is crucial for production applications that use LLMs, particularly in domains where incorrect information can have serious consequences, such as healthcare, finance, or legal applications. After an LLM generates a response, these workflows perform a check to see if hallucinations occurred.

APIs 122

APIs Chatbots Metrics Finance 122

Comm100

NOVEMBER 21, 2023

After US Senate scrutiny, a few policy changes, and a series of hefty fines, Meta added more restrictions and amended its advertiser and API policies. Politicians running for office can use AI-driven chatbot software which can tailor its approach to communications according to the demographics of each recipient.

Government 101

Government Chatbots Education Finance 101