AWS Machine Learning

FEBRUARY 19, 2024

For text generation, Amazon Bedrock provides the RetrieveAndGenerate API to create embeddings of user queries, and retrieves relevant chunks from the vector database to generate accurate responses. Boto3 makes it straightforward to integrate a Python application, library, or script with AWS services.

Chatbots 100

Chatbots APIs Engineering Enterprise 100

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 106

APIs Enterprise Scripts Accountability 106

JustCall

APRIL 12, 2023

Highlights of JustCall and Aircall Highlights of JustCall: JustCall is a SaaS VoIP application, which is typically used by the following industries: Marketing and Advertising (9.7%) Computer Software (9.3%) Real Estate (8.4%) Education Management (6.6%) Information Technology and Services (6.2%) Others (59.7% for Aircall.

Real estate 52

Real estate Interactive Voice Response CRM Call Center 52

AWS Machine Learning

MAY 8, 2023

In this post, we address these limitations by implementing the access control outside of the MLflow server and offloading authentication and authorization tasks to Amazon API Gateway , where we implement fine-grained access control mechanisms at the resource level using Identity and Access Management (IAM). Adds an IAM authorizer.

APIs 71

APIs Government Accountability Scripts 71

AWS Machine Learning

MARCH 13, 2024

Gemma model Gemma is a family of lightweight, state-of-the-art models built from the same research and technology used to create the Gemini models. The `if __name__ == "__main__"` block checks if the script is being run directly or imported. The complete notebook is available on GitHub.

Benchmark 108

Benchmark Scripts APIs Feedback 108

AWS Machine Learning

NOVEMBER 16, 2023

Our goal in this post is to inspire and demonstrate what is possible using this technology. script that matches the model’s expected input and output. IJCCI 2016-Proceedings of the 8th International Joint Conference on Computational Intelligence, 3, 62–68. As you read this, the mix of available VQA models may change.

Real estate 88

Real estate APIs Scripts Accountability 88

AWS Machine Learning

MARCH 14, 2024

Generative AI with AWS The emergence of FMs is creating both opportunities and challenges for organizations looking to use these technologies. More and more customers are building their own FMs using SageMaker, including Stability AI, AI21 Labs, Hugging Face, Perplexity AI, Hippocratic AI, LG AI Research, and Technology Innovation Institute.

Best practices 107

Best practices Engineering Chatbots Enterprise 107

AWS Machine Learning

JANUARY 30, 2024

script with llava_inference.py , and create a model.tar.gz script has additional code to allow reading an image file from Amazon S3 and running inference on it. Tip You can use OpenSearch Dashboards to interact with the OpenSearch API to run quick tests on your index and ingested data. file for this model. The model.tar.gz

Scripts 100

Scripts Enterprise Analytics APIs 100

JustCall

APRIL 5, 2023

Speech-enabled IVR – IVR technology allows customers to interact with an automated system with recorded messages to access information. Agent scripting – Agents can be provided with predetermined scripts to increase customer engagement. Call recording – Calls are recorded for quality and training.

voip 52

voip Interactive Voice Response APIs Contact Center 52

JustCall

MARCH 9, 2023

Conversation intelligence is an AI-powered technology used by customer-facing groups to gain valuable insights into every customer interaction. Using advanced technology solutions can make all the difference here. The global market for conversation intelligence platforms is projected to reach $18.4

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 67

Finance Scripts APIs Sales 67

Hodusoft

NOVEMBER 29, 2022

But after the introduction of the technology, customer service agents can handle customer interactions via a wide range of channels including phone calls, text messages, emails, live chats, and social media. 8×8 is a publicly traded contact center technology and VoIP company, which offers 8×8 Contact Center software.

Contact center software 40

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

JustCall

FEBRUARY 13, 2023

Global conferencing – Global dial-in so teams from any location can be added to conference calls. month for up to 40k emails WhatsApp Business API – Starting at $0.0042 per WhatsApp Template message and $0.005 for session messages SMS, WhatsApp, Chat, and MMS – Starting at $0.05 5 Capterra– 4.6/5 5 TrustRadius– 8.5/10

Interactive Voice Response 52

Interactive Voice Response voip Enterprise APIs 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

NobelBiz

APRIL 21, 2022

Consumers have become more competitive and erratic as a result of the rise of social media and new emerging technologies. Contact centers are becoming more advanced and they are also being impacted by several new technologies. However, it wasn’t until the end of the decade that they were really known as a must-have technology.

Contact Center 52

Contact Center Interactive Voice Response CRM Call Center 52

iCiDIGITAL

JUNE 20, 2018

From there, user interactions and data are stored in a dedicated data layer, then mapped to events or variables in different marketing technologies like Adobe Analytics, Adobe Target, Adobe Audience Manager, Adobe Campaign, Adobe Advertising cloud, Clicktale, Facebook Pixel, Doubleclick, and many more!

Analytics 40

Analytics Scripts APIs Advertising 40

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 94

APIs Engineering Construction Scripts 94