Remove Accountability Remove APIs Remove Conference Remove Scripts
article thumbnail

Build a powerful question answering bot with Amazon SageMaker, Amazon OpenSearch Service, Streamlit, and LangChain

AWS Machine Learning

We implement the RAG functionality inside an AWS Lambda function with Amazon API Gateway to handle routing all requests to the Lambda. We implement a chatbot application in Streamlit which invokes the function via the API Gateway and the function does a similarity search in the OpenSearch Service index for the embeddings of user question.

APIs 77
article thumbnail

GPT-NeoXT-Chat-Base-20B foundation model for chatbot applications is now available on Amazon SageMaker

AWS Machine Learning

As a JumpStart model hub customer, you get improved performance without having to maintain the model script outside of the SageMaker SDK. The inference script is prepacked with the model artifact. nYou can access Amazon Comprehend document analysis capabilities using the Amazon Comprehend console or using the Amazon Comprehend APIs.

Insiders

Sign Up for our Newsletter

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

article thumbnail

Incremental training with Amazon SageMaker JumpStart

AWS Machine Learning

Recently, we also announced the launch of easy-to-use JumpStart APIs as an extension of the SageMaker Python SDK, allowing you to programmatically deploy and fine-tune a vast selection of JumpStart-supported pre-trained models on your own datasets. The dataset has been downloaded from TensorFlow. Walkthrough overview.

Scripts 67
article thumbnail

Top 8×8 Alternatives & Competitors in 2022

JustCall

You need to take various parameters into account, such as ease of use, cost, support quality, your use case and product features and capabilities. per user per month Premium – Message, video, and phone features and an open API at $33.74 per user, per month for a customized UCaaS platform with dashboards, analytics, and open APIs.

voip 52
article thumbnail

Identify key insights from text documents through fine-tuning and HPO with Amazon SageMaker JumpStart

AWS Machine Learning

2xlarge instances, so you should raise a service limit increase request if your account requires increased limits for this type. This notebook demonstrates how to use the JumpStart API for text classification. max_jobs = 6 # Change parallel training jobs run by AMT to reduce total training time, constrained by your account limits. #

Scripts 72
article thumbnail

Instruction fine-tuning for FLAN T5 XL with Amazon SageMaker Jumpstart

AWS Machine Learning

Prerequisites To get started, all you need is an AWS account in which you can use Studio. Use the following code to point to the location of the data and set up the output location in a bucket in your account: from sagemaker.s3 We only use the unanswerable questions. import S3Downloader # We will use the train split of SQuAD2.0

APIs 90
article thumbnail

Top 9 Talkdesk Alternatives & Competitors in 2023

JustCall

Agent scripting – Agents can be provided with predetermined scripts to increase customer engagement. 8×8 provides solutions for VoIP calls, video conferencing, APIs for SMS and chat, and so on, and also integrates with third-party solutions like Microsoft Teams, Salesforce, Google Workspace, and Freshdesk.

voip 52