Generative AI, Lambda and Workshop

Amazon Q Business simplifies integration of enterprise knowledge bases at scale

AWS Machine Learning - AI

FEBRUARY 11, 2025

In this new era of emerging AI technologies, we have the opportunity to build AI-powered assistants tailored to specific business requirements. Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely.

Knowledge Base

Knowledge Base Lambda Enterprise AWS

Building a virtual meteorologist using Amazon Bedrock Agents

AWS Machine Learning - AI

FEBRUARY 11, 2025

The integration of generative AI capabilities is driving transformative changes across many industries. This solution demonstrates how to create an AI-powered virtual meteorologist that can answer complex weather-related queries in natural language.

Virtualization

Virtualization Lambda AWS Authentication

How Infosys improved accessibility for Event Knowledge using Amazon Nova Pro, Amazon Bedrock and Amazon Elemental Media Services

AWS Machine Learning - AI

APRIL 22, 2025

Workshops, conferences, and training sessions serve as platforms for collaboration and knowledge sharing, where the attendees can understand the information being conveyed in real-time and in their preferred language. A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing.

Media

Media Knowledge Base AWS Systems Review

Webinars

Agent Tooling: Connecting AI to Your Tools, Systems & Data

Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

MORE WEBINARS

Build RAG-based generative AI applications in AWS using Amazon FSx for NetApp ONTAP with Amazon Bedrock

AWS Machine Learning - AI

SEPTEMBER 17, 2024

This data is used to enrich the generative AI prompt to deliver more context-specific and accurate responses without continuously retraining the FM, while also improving transparency and minimizing hallucinations. The RAG Retrieval Lambda function stores conversation history for the user interaction in an Amazon DynamoDB table.

Generative AI

Generative AI AWS Applications Serverless

Automate the process to change image backgrounds using Amazon Bedrock and AWS Step Functions

AWS Machine Learning - AI

MARCH 7, 2024

Amazon Bedrock offers the generative AI foundation model Amazon Titan Image Generator G1 , which can automatically change the background of an image using a technique called outpainting. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow.

AWS

AWS Lambda Generative AI Report

Analyze customer reviews using Amazon Bedrock

AWS Machine Learning - AI

AUGUST 21, 2024

This post discusses how LLMs can be accessed through Amazon Bedrock to build a generative AI solution that automatically summarizes key information, recognizes the customer sentiment, and generates actionable insights from customer reviews. The function then invokes an FM of choice on Amazon Bedrock.

Technical Review

Technical Review Software Review Systems Review Lambda

Automate the insurance claim lifecycle using Agents and Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. These agents excel at automating a wide range of routine and repetitive tasks, such as data entry, customer support inquiries, and content generation. The schema allows the agent to reason around the function of each API.

Knowledge Base

Knowledge Base Insurance Lambda AWS

Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning - AI

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

Generative AI

Generative AI Artificial Inteligence Security Applications

Secure a generative AI assistant with OWASP Top 10 mitigation

AWS Machine Learning - AI

JANUARY 24, 2025

A common use case with generative AI that we usually see customers evaluate for a production use case is a generative AI-powered assistant. If there are security risks that cant be clearly identified, then they cant be addressed, and that can halt the production deployment of the generative AI application.

Generative AI

Generative AI Artificial Inteligence Lambda AWS

Best practices for building robust generative AI applications with Amazon Bedrock Agents – Part 2

AWS Machine Learning - AI

OCTOBER 21, 2024

Amazon Bedrock Agents help you accelerate generative AI application development by orchestrating multistep tasks. Either way, you can use the Amazon Bedrock console to quickly create a default AWS Lambda function to get started implementing your actions or tools. Sonnet or Anthropic’s Claude 3 Opus.

Generative AI

Generative AI Artificial Inteligence Applications AWS

Deploy a serverless web application to edit images using Amazon Bedrock

AWS Machine Learning - AI

OCTOBER 21, 2024

Generative AI adoption among various industries is revolutionizing different types of applications, including image editing. We use AWS Amplify , Amazon Cognito , Amazon API Gateway , AWS Lambda , and Amazon Bedrock with the Amazon Titan Image Generator G1 model to build an application to edit images using prompts.

Serverless

Serverless Applications Lambda AWS

Automate cloud security vulnerability assessment and alerting using Amazon Bedrock

AWS Machine Learning - AI

NOVEMBER 18, 2024

The Step Functions state machine invokes AWS Lambda functions to get a findings summary and remediation steps through Amazon Bedrock. By using generative AI FMs on Amazon Bedrock, users can quickly analyze vast amounts of security data to identify patterns and anomalies that may indicate potential threats or breaches.

Lambda

Lambda Cloud AWS Generative AI

Build an Amazon Bedrock based digital lending solution on AWS

AWS Machine Learning - AI

JANUARY 9, 2025

In this post, we propose a solution using DigitalDhan , a generative AI-based solution to automate customer onboarding and digital lending. Generative AI assistants excel at handling these challenges. The notification Lambda function emails information about the loan application to the customer.

AWS

AWS Knowledge Base Lambda Generative AI

Fine-tune large language models with reinforcement learning from human or AI feedback

AWS Machine Learning - AI

APRIL 4, 2025

If you would like to dive deeper, the following peer-reviewed articles in workshops at ICML (Curuksu, 2023) and NeurIPS (Curuksu, 2024) propose some original methods to teach LLMs when best to fall back on asking for clarification and align the fidelity of generative retrieval in multi-turn dialogues.

Artificial Inteligence

Artificial Inteligence Training Systems Review Software Review

CTO Universe

Amazon Q Business simplifies integration of enterprise knowledge bases at scale

Building a virtual meteorologist using Amazon Bedrock Agents

How Infosys improved accessibility for Event Knowledge using Amazon Nova Pro, Amazon Bedrock and Amazon Elemental Media Services

Webinars

Build RAG-based generative AI applications in AWS using Amazon FSx for NetApp ONTAP with Amazon Bedrock

Automate the process to change image backgrounds using Amazon Bedrock and AWS Step Functions

Analyze customer reviews using Amazon Bedrock

Automate the insurance claim lifecycle using Agents and Knowledge Bases for Amazon Bedrock

Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

Secure a generative AI assistant with OWASP Top 10 mitigation

Best practices for building robust generative AI applications with Amazon Bedrock Agents – Part 2

Deploy a serverless web application to edit images using Amazon Bedrock

Automate cloud security vulnerability assessment and alerting using Amazon Bedrock

Build an Amazon Bedrock based digital lending solution on AWS

Fine-tune large language models with reinforcement learning from human or AI feedback

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