Tag: faang

Today, we are excited to announce that the Jina Embeddings v2 model, developed by Jina AI, is available for customers through Amazon SageMaker JumpStart to deploy with one click for running model inference. This state-of-the-art model supports an impressive 8,192-tokens context length. You can deploy this model with SageMaker JumpStart, a machine learning (ML) hub …

Read more “Build RAG applications using Jina Embeddings v2 on Amazon SageMaker JumpStart”

Sentiment analysis is a powerful tool that uses natural language processing (NLP) to uncover the underlying emotions (positive, negative, neutral) within text such as customer reviews. This analysis can offer valuable insight into how customers perceive your products, services, and brand overall. Furthermore, by utilizing techniques like topic modeling and keyword extraction, you can identify …

Read more “Hands on with Gemini models in BigQuery: Decoding sentiment in customer reviews”

Phishing is the process of attempting to acquire sensitive information such as usernames, passwords and credit card details by masquerading as a trustworthy entity using email, telephone or text messages. There are many types of phishing based on the mode of communication and targeted victims. In an Email phishing attempt, an email is sent as …

Read more “Detect email phishing attempts using Amazon Comprehend”

Posted by Lizao (Larry) Li, Software Engineer, and Rob Carver, Research Scientist, Google Research Accurate weather forecasts can have a direct impact on people’s lives, from helping make routine decisions, like what to pack for a day’s activities, to informing urgent actions, for example, protecting people in the face of hazardous weather conditions. The importance …

Read more “Generative AI to quantify uncertainty in weather forecasting”

Posted by Lizao (Larry) Li, Software Engineer, and Rob Carver, Research Scientist, Google Research Accurate weather forecasts can have a direct impact on people’s lives, from helping make routine decisions, like what to pack for a day’s activities, to informing urgent actions, for example, protecting people in the face of hazardous weather conditions. The importance …

Read more “Generative AI to quantify uncertainty in weather forecasting”

As customers seek to incorporate their corpus of knowledge into their generative artificial intelligence (AI) applications, or to build domain-specific models, their data science teams often want to conduct A/B testing and have repeatable experiments. In this post, we discuss a solution that uses infrastructure as code (IaC) to define the process of retrieving and …

Read more “Streamline custom model creation and deployment for Amazon Bedrock with Provisioned Throughput using Terraform”

What is a Session Timeout? Once your webhook service receives a webhook request, it needs to send a webhook response. The following limitations apply to your response: The response must occur within a timeout (max 30 seconds) that you configure when creating the webhook resources, otherwise, the request will time out. The response must be less than …

Read more “Extend Session Timeout For Dialogflow CX”