Cloud That

NOVEMBER 16, 2022

Permissions Required to Perform the Task. Steps to Create a Lambda Function. We can do it through a single click by creating a function in AWS lambda. In this post, I will cover how to call instances of meta-data using Lambda. Without any additional configuration, AWS Lambda scales the infrastructure without difficulty.

Lambda 77

Lambda AWS Policies Resources 77

AWS Machine Learning - AI

AUGUST 13, 2024

Handling large volumes of data, extracting unstructured data from multiple paper forms or images, and comparing it with the standard or reference forms can be a long and arduous process, prone to errors and inefficiencies. The SQS message invokes an AWS Lambda The Lambda function is responsible for processing the new form data.

Healthcare 128

Healthcare Artificial Inteligence Analysis Lambda 128

AWS Machine Learning - AI

NOVEMBER 7, 2024

The agents also automatically call APIs to perform actions and access knowledge bases to provide additional information. The Lambda function runs the database query against the appropriate OpenSearch Service indexes, searching for exact matches or using fuzzy matching for partial information.

Lambda 126

Lambda Enterprise Automotive Knowledge Base 126

Hacker Earth Developers Blog

MARCH 3, 2020

This operation can be performed by using the following line of code: data class User(val name: String, val email: String, val address: String). It distinguishes between references that can hold null (known as nullable references) and those that cannot hold null values (known as non-null references). val name: String?

Software Review 49

Software Review Systems Review Exercises Course 49

AWS Machine Learning - AI

NOVEMBER 26, 2024

In essence, the read-through semantic cache isn’t just a go-between; it’s a strategic tool for optimizing system performance based on the specific demands of different applications. The Lambda function, acting as the cache manager, prompts an LLM for a new generation due to a lack of cache hits given the similarity threshold.

Artificial Inteligence 120

Artificial Inteligence Serverless Lambda Generative AI 120

Xebia

AUGUST 1, 2023

Caching is a useful technique to improve performance or avoid overload of services. In this blog I will show how to implement a cache using DynamoDB and a lambda written in TypeScript. In a follow-up blog I’ll show another technique to improve the performance of queries on largish datasets. y CacheBlogStack: destroying. [1/1]

Lambda 130

Lambda AWS Infrastructure Performance 130

Linux Academy

APRIL 13, 2019

A simple way to achieve this is to use an Amazon CloudWatch Events rule to trigger an AWS Lambda function daily. In this hands-on AWS lab, you will write a Lambda function in Python using the Boto3 library. Setting this up requires configuring an IAM role, setting a CloudWatch rule, and creating a Lambda function. every 1 day).

Lambda 68

Lambda Backup AWS Software Review 68

AWS Machine Learning - AI

MARCH 15, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Generative AI 137

Generative AI Lambda AWS Artificial Inteligence 137

AWS Machine Learning - AI

NOVEMBER 27, 2024

The Amazon Bedrock agent forwards the details to an action group that invokes a Lambda function. Upon completion, the action group (Lambda function) sends the information back to the Amazon Bedrock agent, which then displays the status to the user. This gives your agent access to required services, such as Lambda.

Software Review 105

Software Review Lambda Generative AI Artificial Inteligence 105

AWS Machine Learning - AI

AUGUST 21, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing FMs from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Technical Review 123

Technical Review Software Review Systems Review Generative AI 123

O'Reilly Media - Ideas

DECEMBER 8, 2020

Many ideas in functional programming came from Alonzo Church’s Lambda Calculus, which significantly predates anything that looks remotely like a modern computer. Yes, the Lambda Calculus has significant ties to set theory, logic, category theory, and many other branches of mathematics. What kind of math? But is that claim useful?

Programming 145

Programming Lambda Engineering Exercises 145

AWS Machine Learning - AI

FEBRUARY 9, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Lambda 144

Lambda Generative AI AWS Microservices 144

AWS Machine Learning - AI

JULY 3, 2024

These models demonstrate impressive performance in question answering, text summarization, code, and text generation. Amazon Lambda : to run the backend code, which encompasses the generative logic. In step 3, the frontend sends the HTTPS request via the WebSocket API and API gateway and triggers the first Amazon Lambda function.

Artificial Inteligence 127

Artificial Inteligence Generative AI Lambda Healthcare 127

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Integrating it with the range of AWS serverless computing, networking, and content delivery services like AWS Lambda , Amazon API Gateway , and AWS Amplify facilitates the creation of an interactive tool to generate dynamic, responsive, and adaptive logos. This API will be used to invoke the Lambda function.

Lambda 126

Lambda AWS Generative AI Resources 126

AWS Machine Learning - AI

FEBRUARY 11, 2025

Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely. The workflow includes the following steps: The Prepare Map Input Lambda function prepares the required input for the Map state. The fetched data is put into an S3 data store bucket for processing.

Knowledge Base 92

Knowledge Base Lambda Enterprise AWS 92

AWS Machine Learning - AI

APRIL 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon with a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

AWS 126

AWS Applications Lambda Knowledge Base 126

The Agile Monkey

JULY 1, 2019

We got super excited when we released the AWS Lambda Haskell runtime, described in one of our previous posts , because you could finally run Haskell in AWS Lambda natively. There are few things better than running Haskell in AWS Lambda, but one is better for sure: Running it 12 times faster! and bootstrap?—?faster.

Lambda 58

Lambda AWS Serverless Software Review 58

Dzone - DevOps

JUNE 21, 2023

Each microservice performs a specific function within the application and can be developed, deployed, and scaled independently. The secondary container or process is referred to as the sidecar container or sidecar process.

Microservices 98

Microservices Architecture Lambda AWS 98

AWS Machine Learning - AI

SEPTEMBER 6, 2024

For example, insights from creative data (advertising analytics) using campaign performance can not only uncover which creative works best but also help you understand the reasons behind its success. The central goal is to empower customers to directly query and analyze their creative performance data through a chat interface.

Generative AI 119

Generative AI Artificial Inteligence Data AWS 119

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda 52

Lambda Software Review AWS Serverless 52

AWS Machine Learning - AI

FEBRUARY 11, 2025

Additionally, we use various AWS services, including AWS Amplify for hosting the front end, AWS Lambda functions for handling request logic, Amazon Cognito for user authentication, and AWS Identity and Access Management (IAM) for controlling access to the agent. The function uses a geocoding service or database to perform this lookup.

Virtualization 79

Virtualization Lambda AWS Authentication 79

AWS Machine Learning - AI

MARCH 7, 2024

The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. The Step Functions workflow invokes a Lambda function to generate a status report. Image processing workflow When the DynamoDB table is updated, DynamoDB Streams triggers a Lambda function to start a new Step Functions workflow.

AWS 140

AWS Lambda Generative AI Report 140

AWS Machine Learning - AI

JULY 10, 2024

To address these performance issues, several factors can be controlled. Some of the benefits include: Efficient retrieval : The hierarchical structure allows faster and more targeted retrieval of relevant information; first by performing semantic search on the child chunk and then returning the parent chunk during retrieval.

Knowledge Base 133

Knowledge Base Artificial Inteligence Lambda Applications 133

AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. Shared components refer to the functionality and features shared by all tenants. If it leads to better performance, your existing default prompt in the application is overridden with the new one.

Generative AI 110

Generative AI AWS Artificial Inteligence Enterprise 110

AWS Machine Learning - AI

NOVEMBER 27, 2024

Custom orchestrator overview Implemented by users as an AWS Lambda function, the Amazon Bedrock Agents custom orchestrator offers granular control over task planning, completion, and verification. After a custom orchestrator is created, it can be reused across multiple agents by updating a single reference when configuring new agents.

Lambda 108

Lambda Generative AI AWS Knowledge Base 108

AWS Machine Learning - AI

FEBRUARY 6, 2024

The WebSocket triggers an AWS Lambda function, which creates a record in Amazon DynamoDB. Another Lambda function gets triggered with a new message in the SQS queue. The Lambda function reads the job ID and invokes an AWS Step Functions workflow for processing data files. The response data is stored in DynamoDB.

Generative AI 127

Generative AI AWS Lambda Technical Review 127

AWS Machine Learning - AI

NOVEMBER 13, 2024

The solution also uses Amazon Cognito user pools and identity pools for managing authentication and authorization of users, Amazon API Gateway REST APIs, AWS Lambda functions, and an Amazon Simple Storage Service (Amazon S3) bucket. Authentication is performed against the Amazon Cognito user pool.

Generative AI 128

Generative AI AWS Lambda Authentication 128

AWS Machine Learning - AI

FEBRUARY 19, 2024

For more details, refer to the Primer on Retrieval Augmented Generation, Embeddings, and Vector Databases section in Preview – Connect Foundation Models to Your Company Data Sources with Agents for Amazon Bedrock. For more information, refer to Model access. You will use this Lambda layer code later to create the Lambda function.

Knowledge Base 125

Knowledge Base Artificial Inteligence Applications Lambda 125

AWS Machine Learning - AI

NOVEMBER 26, 2024

At the forefront of this evolution sits Amazon Bedrock , a fully managed service that makes high-performing foundation models (FMs) from Amazon and other leading AI companies available through a single API. These actions can be implemented in the cloud using AWS Lambda , or you can use local business logic with return of control.

Lambda 102

Lambda Virtualization AWS Generative AI 102

AWS Machine Learning - AI

NOVEMBER 18, 2024

The newly announced Amazon Titan Image Generator G1 v2 expands its initial version by allowing you to guide image creation using reference images, edit existing visuals, remove backgrounds, generate image variations, and securely customize the model to maintain brand style and subject consistency. Anthropic Claude 3.5 Anthropic’s Claude 3.5

Lambda 104

Lambda AWS Generative AI Artificial Inteligence 104

AWS Machine Learning - AI

MAY 17, 2024

They’re capable of performing a wide variety of general tasks with a high degree of accuracy based on input prompts. While LLMs are good at following instructions in the prompt, as a task gets complex, they’re known to drop tasks or perform a task not at the desired accuracy. Large language models (LLMs) are one class of FMs.

Generative AI 134

Generative AI Artificial Inteligence Systems Review Software Review 134

Hacker Earth Developers Blog

MARCH 3, 2020

This operation can be performed by using the following line of code: data class User(val name: String, val email: String, val address: String). It distinguishes between references that can hold null (known as nullable references) and those that cannot hold null values (known as non-null references). val name: String?

Software Review 189

Software Review Systems Review Exercises Course 189

AWS Machine Learning - AI

FEBRUARY 8, 2024

At the forefront of this evolution sits Amazon Bedrock , a fully managed service that makes high-performing foundation models (FMs) from Amazon and other leading AI companies available through an API. This method allows you to enhance the model’s performance by providing labeled examples associated with a particular task.

Knowledge Base 139

Knowledge Base Insurance Lambda AWS 139

AWS Machine Learning - AI

SEPTEMBER 20, 2024

Amazon Bedrock agents use the power of large language models (LLMs) to perform complex reasoning and action generation. If required, the agent invokes one of two Lambda functions to perform a web search: SerpAPI for up-to-date events or Tavily AI for web research-heavy questions.

Generative AI 104

Generative AI Lambda Applications AWS 104

Xebia

MAY 21, 2024

Modernizing on AWS refers to migrating and transforming traditional applications, workloads, and infrastructure to leverage the benefits of cloud computing and AWS services. Companies are modernizing the cloud through various strategies and approaches.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

NOVEMBER 21, 2024

When creating a scene of a person performing a sequence of actions, factors like the timing of movements, visual consistency, and smoothness of transitions contribute to the quality. Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow.

Video 97

Video Lambda AWS Generative AI 97

AWS Machine Learning - AI

DECEMBER 22, 2023

Diagram 1: Solution Architecture Overview The agent’s response workflow includes the following steps: Users perform natural language dialog with the agent through their choice of web, SMS, or voice channels. Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment. ConversationTable – Stores conversation history.

Generative AI 122

Generative AI Lambda AWS Technical Review 122