Remove resources faqs
article thumbnail

Automate and implement version control for Amazon Kendra FAQs

AWS Machine Learning Blog

Amazon Kendra FAQs allow users to upload frequently asked questions with their corresponding answers. As of this writing, when you want to update FAQs, you must delete the FAQ and create it again. In this post, we present a simpler, faster approach for updating your Amazon Kendra FAQs (with versioning enabled).

AWS 68
article thumbnail

Get your Verizon administrative charges settlement compensation

Dataconomy

The timeline for receiving your settlement money from the Verizon administrative charges settlement is outlined in the settlement FAQ ( Image credit ) When will you get compensation money from Verizon? The timeline for receiving your settlement money from the Verizon administrative charges settlement is outlined in the settlement FAQ.

184
184
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Enhance Amazon Lex with LLMs and improve the FAQ experience using URL ingestion

AWS Machine Learning Blog

This blog post explores an innovative solution to build a question and answer chatbot in Amazon Lex that uses existing FAQs from your website. Single URL ingestion Many enterprises have a published set of answers for FAQs for their customers available on their website. and get the answers directly from our FAQs on the website.

AWS 75
article thumbnail

Enhance Amazon Lex with conversational FAQ features using LLMs

AWS Machine Learning Blog

These methods are effective, but require developer resources making getting started difficult. This blog post introduces a powerful solution for augmenting Amazon Lex with LLM-based FAQ features using the Retrieval Augmented Generation (RAG). Let’s explore how we can integrate RAG based on LlamaIndex into an Amazon Lex bot.

AWS 79
article thumbnail

Fine-tune Falcon 7B and other LLMs on Amazon SageMaker with @remote decorator

AWS Machine Learning Blog

Prerequisites An AWS account is needed with an AWS Identity and Access Management (AWS IAM) role that has permissions to manage resources created as part of the solution. Preprocess the dataset containing AWS services FAQs Next step is to load and preprocess the dataset to make it ready for training job. image and a ml.t3.medium

AWS 102
article thumbnail

Google Gemma AI offers lightweight models with powerful results

Dataconomy

Gemma 2B makes these scenarios possible by delivering powerful AI capabilities within the constraints of resource-limited hardware. This could revolutionize customer service chatbots, providing more nuanced and helpful interactions that go beyond simple FAQ responses. TensorFlow backend). Featured image credit : Google.

AI 164
article thumbnail

Elevate your self-service assistants with new generative AI features in Amazon Lex

AWS Machine Learning Blog

As the demand for conversational AI continues to grow, developers are seeking ways to enhance their chatbots with human-like interactions and advanced capabilities such as FAQ handling. In today’s fast-paced world, we expect quick and efficient customer service from every business.

AI 94