Posts tagged "genai"

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Build Your Own AI Podcast Co-Host: Step-by-Step with Amazon Q CLI and Amazon Nova Sonic

Ever dreamed of launching a podcast but struggled to find the perfect co-host? You're not alone. While we all have great ideas for content, finding a reliable podcast partner to deliver these ideas ca...

08.04.2025 0 Read More

Llama 4 - 10M Context? Coding? Decent Follow-up?

Meta has brought the long-awaited Llama 4 models on Saturday, April 5. Llama 3 came out on April 26, 2024, so this year Meta came earlier, looks like a good sign. The newer models were retrained on (!...

08.04.2025 0 Read More

How to Create Vector Embeddings in Python

When you’re building a retrieval-augmented generation (RAG) app, the first thing you need to do is prepare your data. You need to: collect your unstructured data split it into chunks turn those chun...

08.04.2025 0 Read More

Standardizing AI Tooling with Model Context Protocol (MCP)

What is Model Context Protocol (MCP) ? MCP is like a USB-C port for your AI applications.Just as USB-C offers a standardized way to connect devices to various accessories, MCP standardizes ho...

09.04.2025 0 Read More

Hype or Hope - Is MCP The Missing Piece of the Puzzle?

By now you've heard about the Model Context Protocol - or MCP. The Generative AI hype train 🚂 is full-steam ahead, and MCP is claimed to be the missing piece of the puzzle 🧩 to help us create so...

09.04.2025 0 Read More

Create a Custom MCP Server for Working with AWS Services - Managing Your Resources

In my last post, I showed how the Model Context Protocol (MCP) can help us to create tools to solve domain specific problems with amazing results. Although this short series is focused on Amazon Inter...

09.04.2025 0 Read More

Create a Custom MCP Server for Working with AWS Services - Adding a RAG Knowledge Base and Utilities

In the last post, we built a custom server that uses the Model Context Protocol (MCP) to expose tools that give LLM clients direct insight into the Amazon Interactive Video Service (Amazon IVS) resour...

09.04.2025 0 Read More

Create a Custom MCP Client To Learn and Manage Your AWS Services and Resources

In the last few posts, we've learned how to create a custom MCP server that has deep knowledge of our Amazon Interactive Video Service (Amazon IVS) resources. The server exposes many tools to retrieve...

09.04.2025 0 Read More

How GPT Works Behind The Scene

Transformers: The Cool Trick Behind Chatty AI Hey, ever wonder how AI—like the one you’re talking to right now—seems to get you? How it can chat, translate, or even whip up a story with...

09.04.2025 0 Read More

My Kaggle Project - Making Huge Manuals Talk with Gen AI! (The Deep Dive)

Hello Dev community! 👋Today I want to share my capstone project I built for the Google Gen AI course on Kaggle. It was a great learning journey! My mission? To solve a problem many of us face with ...

10.04.2025 0 Read More

Build Your Own AI Podcast Co-Host: Step-by-Step with Amazon Q CLI and Amazon Nova Sonic

Llama 4 - 10M Context? Coding? Decent Follow-up?

How to Create Vector Embeddings in Python

Standardizing AI Tooling with Model Context Protocol (MCP)

Hype or Hope - Is MCP The Missing Piece of the Puzzle?

Create a Custom MCP Server for Working with AWS Services - Managing Your Resources

Create a Custom MCP Server for Working with AWS Services - Adding a RAG Knowledge Base and Utilities

Create a Custom MCP Client To Learn and Manage Your AWS Services and Resources

How GPT Works Behind The Scene

My Kaggle Project - Making Huge Manuals Talk with Gen AI! (The Deep Dive)

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