generative ai

How Lumi streamlines loan approvals with Amazon SageMaker AI

How Lumi streamlines loan approvals with Amazon SageMaker AI

How Lumi streamlines loan approvals with Amazon SageMaker AI

Deven Goratela 7 April 2025

This post is co-written with Paul Pagnan from Lumi. Lumi is a leading Australian fintech lender empowering...

Model Context Protocol(MCP) with Google Gemini 2.5 Pro – Deep Dive , Google Cloud Gen AI | Google Cloud

Model Context Protocol(MCP) with Google Gemini 2.5 Pro – Deep Dive , Google Cloud Gen AI | Google Cloud

Model Context Protocol(MCP) with Google Gemini 2.5 Pro – Deep Dive , Google Cloud Gen AI | Google Cloud

Deven Goratela 7 April 2025

A step-by-step guide with code, architecture, and real-world use case As Large Language Models (LLMs) like GPT-4,...

Encoding graphs for large language models

Encoding graphs for large language models

Encoding graphs for large language models

Deven Goratela 7 April 2025

GraphQA focuses on simple tasks related to graphs, like checking if an edge exists, calculating the number...

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

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

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

Deven Goratela 6 April 2025

Large language models (LLMs) can be used to perform natural language processing (NLP) tasks ranging from simple...

Evaluate models or RAG systems using Amazon Bedrock Evaluations – Now generally available

Evaluate models or RAG systems using Amazon Bedrock Evaluations – Now generally available

Evaluate models or RAG systems using Amazon Bedrock Evaluations – Now generally available

Deven Goratela 4 April 2025

Organizations deploying generative AI applications need robust ways to evaluate their performance and reliability. When we launched...

How AWS Sales uses generative AI to streamline account planning

How AWS Sales uses generative AI to streamline account planning

How AWS Sales uses generative AI to streamline account planning

Deven Goratela 3 April 2025

Every year, AWS Sales personnel draft in-depth, forward looking strategy documents for established AWS customers. These documents...

AWS Weekly Roundup: Anthropic Claude 3.7, JAWS Days, cross-account access, and more (March 3, 2025)

AWS Weekly Roundup: Anthropic Claude 3.7, JAWS Days, cross-account access, and more (March 3, 2025)

AWS Weekly Roundup: Anthropic Claude 3.7, JAWS Days, cross-account access, and more (March 3, 2025)

Deven Goratela 3 April 2025

I have fond memories of the time I built an application live at the AWS GenAI Loft...

Introducing AWS MCP Servers for code assistants (Part 1)

Introducing AWS MCP Servers for code assistants (Part 1)

Introducing AWS MCP Servers for code assistants (Part 1)

Deven Goratela 2 April 2025

We’re excited to announce the open source release of AWS MCP Servers for code assistants — a...

AWS App Studio introduces a prebuilt solutions catalog and cross-instance Import and Export

AWS App Studio introduces a prebuilt solutions catalog and cross-instance Import and Export

AWS App Studio introduces a prebuilt solutions catalog and cross-instance Import and Export

Deven Goratela 1 April 2025

AWS App Studio is a generative AI-powered service that uses natural language to build business applications, empowering...

Enable Amazon Bedrock cross-Region inference in multi-account environments

Enable Amazon Bedrock cross-Region inference in multi-account environments

Enable Amazon Bedrock cross-Region inference in multi-account environments

Deven Goratela 31 March 2025

Amazon Bedrock cross-Region inference capability that provides organizations with flexibility to access foundation models (FMs) across AWS...