Tag: ai/ml

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”

In today’s data-driven world, industries across various sectors are accumulating massive amounts of video data through cameras installed in their warehouses, clinics, roads, metro stations, stores, factories, or even private facilities. This video data holds immense potential for analysis and monitoring of incidents that may occur in these locations. From fire hazards to broken equipment, …

Read more “Implement serverless semantic search of image and live video with Amazon Titan Multimodal Embeddings”

The ability of large language models (LLMs) to process and generate human language continues to revolutionize many aspects of business. But an LLM’s knowledge is limited to the data it was trained on, which can cause drawbacks when dealing with specific company information or nuanced industry contexts. Retrieval-augmented generation (RAG) offers a powerful solution to …

Read more “Getting started with retrieval augmented generation on BigQuery with LangChain”