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: sport ### Message: Managing a team of sales people is a tough but rewarding job. Question: When was NLP Cloud founded?

Engineering 71

Engineering APIs Chatbots Scripts 71

AWS Machine Learning

OCTOBER 10, 2023

You can also do ASR using Amazon Transcribe ,a fully-managed and continuously trained automatic speech recognition service. As a SageMaker JumpStart model hub customer, you can use ASR without having to maintain the model script outside of the SageMaker SDK. The OpenAI Whisper model uses the huggingface-pytorch-inference container.

APIs 95

APIs Scripts Metrics Accountability 95

JustCall

APRIL 12, 2023

Useful features Call Routing Call Recording Call Management Blended Call Center Call Logging, Virtual Call Center, Call Reporting , etc. Useful features Call Routing Call Recording Call Management Blended Call Center Call Logging, Virtual Call Center, Call Reporting , etc.

Real estate 52

Real estate Interactive Voice Response CRM Call Center 52

AWS Machine Learning

FEBRUARY 19, 2024

In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service. Internally, Amazon Bedrock uses embeddings stored in a vector database to augment user query context at runtime and enable a managed RAG architecture solution.

Chatbots 102

Chatbots APIs Engineering Enterprise 102

AWS Machine Learning

APRIL 23, 2024

Here are some features which we will cover: AWS CloudFormation support Private network policies for Amazon OpenSearch Serverless Multiple S3 buckets as data sources Service Quotas support Hybrid search, metadata filters, custom prompts for the RetreiveAndGenerate API, and maximum number of retrievals.

APIs 108

APIs Enterprise Scripts Accountability 108

AWS Machine Learning

MAY 8, 2023

With Amazon SageMaker , you can manage the whole end-to-end machine learning (ML) lifecycle. It offers many native capabilities to help manage ML workflows aspects, such as experiment tracking, and model governance via the model registry. Now let’s dive deeper into the details.

APIs 70

APIs Government Accountability Scripts 70

AWS Machine Learning

AUGUST 11, 2023

The JumpStart APIs allow you to programmatically deploy and fine-tune a vast selection of pre-trained models on your own datasets. Optionally, you can specify security configurations like AWS Identity and Access Management (IAM) role, VPC settings, and AWS Key Management Service (AWS KMS) encryption keys.

Scripts 75

Scripts Finance Construction APIs 75

AWS Machine Learning

NOVEMBER 7, 2022

We explore two ways of obtaining the same result: via JumpStart’s graphical interface on Amazon SageMaker Studio , and programmatically through JumpStart APIs. The following sections provide a step-by-step demo to perform inference, both via the Studio UI and via JumpStart APIs. JumpStart overview. Solution overview.

APIs 78

APIs Scripts Enterprise Big data 78

AWS Machine Learning

AUGUST 26, 2022

We explore two ways of obtaining the same result: via JumpStart’s graphical interface on Amazon SageMaker Studio , and programmatically through JumpStart APIs. The following sections provide a step-by-step demo to perform semantic segmentation with JumpStart, both via the Studio UI and via JumpStart APIs. Solution overview.

APIs 77

APIs Scripts Enterprise Big data 77

AWS Machine Learning

NOVEMBER 7, 2022

We explore two ways of obtaining the same result: via JumpStart’s graphical interface on Amazon SageMaker Studio , and programmatically through JumpStart APIs. If you want to jump straight into the JumpStart API code we go through in this post, you can refer to the following sample Jupyter notebook: Introduction to JumpStart – Text to Image.

APIs 83

APIs Scripts Enterprise Big data 83

AWS Machine Learning

MARCH 13, 2024

In the AWS Management Console for SageMaker Studio, go to SageMaker JumpStart under Prebuilt and automated solutions. The `if __name__ == "__main__"` block checks if the script is being run directly or imported. He has published many papers in ACL, ICDM, KDD conferences, and Royal Statistical Society: Series A.

Benchmark 111

Benchmark Scripts APIs Feedback 111

AWS Machine Learning

OCTOBER 19, 2022

Alternatively, if you’re looking for a fully managed service to build customized fraud detection models without writing code, we recommend checking out Amazon Fraud Detector. JumpStart solutions are not available in SageMaker notebook instances, and you can’t access them through SageMaker APIs or the AWS Command Line Interface (AWS CLI).

APIs 66

APIs Metrics Calibration Accountability 66

AWS Machine Learning

NOVEMBER 16, 2023

script that matches the model’s expected input and output. The important thing is to review available VQA models, at the time you read this, and be prepared to deploy the model you choose, which will have its own API request and response contract. Journal of environmental economics and management , 5 (1), 81-102. 139:5583-5594.

Real estate 89

Real estate APIs Scripts Accountability 89

AWS Machine Learning

MARCH 14, 2024

Organizations must also carefully manage data privacy and security risks that arise from processing proprietary data with FMs. As a fully managed service, Amazon Bedrock offers a straightforward developer experience to work with a broad range of high-performing FMs.

Best practices 109

Best practices Engineering Chatbots Enterprise 109

AWS Machine Learning

NOVEMBER 17, 2022

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. To use a large language model in SageMaker, you need an inferencing script specific for the model, which includes steps like model loading, parallelization and more.

Scripts 95

Scripts APIs Government Engineering 95

AWS Machine Learning

JANUARY 30, 2024

Amazon OpenSearch Ingestion (OSI) – OSI is a fully managed, serverless data collector that delivers data to OpenSearch Service domains and OpenSearch Serverless collections. If the model is not available, enable access to the model by choosing Manage Model Access , selecting Titan Multimodal Embeddings G1 , and choosing Request model access.

Scripts 103

Scripts Enterprise Analytics APIs 103

JustCall

APRIL 5, 2023

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

voip Interactive Voice Response APIs Contact Center 52

JustCall

DECEMBER 23, 2022

Monitor, whisper, or barge – Managers can listen to live agent calls and/or guide agents with call whispering or speak directly with the customer using call barging. Performance management – Monitor live calls to help agents improve. Screen recording – Record screens and calls for quality training. per user per month.

voip 52

voip APIs CRM Enterprise 52

AWS Machine Learning

SEPTEMBER 20, 2022

Even if you already have a pre-trained model, it may still be easier to use its corollary in SageMaker and input the hyperparameters you already know rather than port it over and write a training script yourself. The training and inference scripts for the selected model or algorithm.

Scripts 69

Scripts Metrics Telecommunications APIs 69

JustCall

FEBRUARY 13, 2023

Workforce management tools – The tools to monitor quality, forecast, and accurately staff operations to improve agent performance. Provides additional features like calendar management and benchmarking. Global conferencing – Global dial-in so teams from any location can be added to conference calls. 5 Capterra– 4.1/5

Interactive Voice Response 52

Interactive Voice Response voip Enterprise APIs 52

Hodusoft

NOVEMBER 29, 2022

The Five9 Intelligent Cloud Contact Center is a subscription model contact center software that’s loaded with a wide range of features, making it one of the best customer experience management platforms. It can also integrate with several third-party applications including SugarCRM and Salesforce.

Contact center software 40

Contact center software Contact Center Interactive Voice Response contact center solutions 40

AWS Machine Learning

APRIL 18, 2023

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. We select Amazon’s SEC filing reports for years 2021–2022 as the training data to fine-tune the GPT-J 6B model.

Finance 66

Finance Scripts APIs Sales 66

JustCall

APRIL 5, 2023

Live call monitoring, call barging, and call whispering : As a manager, you can listen to live calls between your agent and your customer without any interference. Using Google Chat, your team can easily collaborate via text, build collaborative chat rooms, conduct web conferences, share documents, and deliver presentations.

voip 52

voip Enterprise Interactive Voice Response CRM 52

JustCall

MARCH 9, 2023

Conversational intelligence can simplify and enhance the operations of your management, marketing, and sales teams. They also receive expert guidance from their sales managers, who analyze recorded calls and identify where reps are doing well and where they can improve. It can save you a great deal of labor and time.

Coaching 52

Coaching Sales Chatbots Analytics 52

AWS Machine Learning

APRIL 18, 2023

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. We select Amazon’s SEC filing reports for years 2021–2022 as the training data to fine-tune the GPT-J 6B model.

Finance 52

Finance Scripts APIs Sales 52

Hodusoft

FEBRUARY 14, 2020

Users have expressed satisfaction with Genesys product performance and services that help them to integrate the system into their infrastructure with API, activity dashboard and CRM integration. It does offer open API to help users customize systems. The company offers phone and online support.

call center software 52

call center software Call Center Contact center software voip 52

NobelBiz

APRIL 21, 2022

When you link CTI to CRM tools, your contact center can use it to efficiently manage high-volume calls while monitoring all communication operations via CTI integration. Call Control: CTI technology allows you to initiate another call while on the current one, conference it, or transfer it.

Contact Center 52

Contact Center Interactive Voice Response CRM Call Center 52

iCiDIGITAL

JUNE 20, 2018

There’s a better way using tag management and a dedicated data layer. Now is a perfect time for it too, as Adobe just released their next-generation tag management system, Adobe Launch , for free – even if you don’t license any Adobe products. What is Tag Management? Data Control. Safe Preview. Role-based approval process.

Analytics 40

Analytics Scripts APIs Advertising 40

AWS Machine Learning

SEPTEMBER 12, 2023

This is a guest post from Scalable Capital , a leading FinTech in Europe that offers digital wealth management and a brokerage platform with a trading flat rate. Whenever new emails arrive in the CRM inbox, CRM invokes the API Gateway public endpoint, which in turn triggers the Lambda function to invoke the private SageMaker endpoint.

Management 100

Management APIs CRM Metrics 100

AWS Machine Learning

NOVEMBER 1, 2023

However, like other nascent technologies, obstacles remain in managing model intricacy, harmonizing diverse modalities, and formulating uniform evaluation metrics. The TGI framework underpins the model inference layer, providing RESTful APIs for robust integration and effortless accessibility.

APIs 96

APIs Engineering Construction Scripts 96