#bedrock Development Tutorials & Tips | Roast Dev

Amazon Bedrock Session Management APIs: Persistencia de Estado en Conversaciones de IA Generativa 🧠

Hace unas semanas, mientras conversaba sobre los agentes de GenAI en el sector financiero, me encontré con un problema que cualquier desarrollador de IA conversacional reconocerá: un usuario describ...

10.03.2025 0 Read More

DeepSeek-R1がBedrockでサーバレスモデルとして利用できるようになった

Bedrockを活用したAI生成モデルの利活用は進んでいますか？DeepSeekが3/10にBedrockでサーバレスモデルとして利用できるようになりました。今までは、Bedr...

12.03.2025 0 Read More

How to Train Your ̶D̶r̶a̶g̶o̶n̶ ̶ Model

In one of my previous posts, we’ve discussed how we can utilize the AWS Bedrock suite of services to provision and run Agents that are 100% serverless.We were able to achieve it because AWS was kind...

05.05.2025 0 Read More

The Gift of Reasoning: Enhancing Amazon Nova Lite with VoltAgent for Character Quirks

Look, for a minute there, Amazon Nova Lite felt kinda stuck – amazing at patterns, sure, spitting facts like it was nothing, but the real thinking part, the deep logic that makes a personality click...

06.05.2025 0 Read More

Amazon Bedrock Agents "PowerPoint Generator" Hands-On!

Overview of this Hands-on Workshop The generative AI boom shows no signs of slowing down, but many of you may have already experimented enough with RAG systems. The next trend appears to be "...

20.03.2025 0 Read More

Memory Cache vs Semantic Cache en AI Agentics: ¿Cuál usar y cuándo?

Introducción En el mundo de los agentes inteligentes (AI Agentics), la velocidad y la relevancia de las respuestas son factores clave para ofrecer una experiencia satisfactoria. Para lograrl...

21.03.2025 0 Read More

AWS Serverless: Deploying DeepSeek R1 Distilled Model with Amazon Bedrock, Lambda, and API Gateway

“The more I learn, the more I realize how much I don't know.” ― Albert EinsteinDid you know that you can use the DeepSeek R1 Distilled variations without the need for any infrastructure or serve...

22.03.2025 0 Read More

Making Sense of Congressional Data with LightRAG, Amazon Bedrock, and Ollama

Large language models (LLMs) are great, but sometimes they need a little help finding the right answer. Enter retrieval-augmented generation (RAG) systems and knowledge graphs. Today, I’m sharing ho...

22.03.2025 0 Read More

Intelligent Prompt Routing en Amazon Bedrock - Optimizando la elección del modelo fundacional ideal

Introducción En el cambiante universo de la inteligencia artificial generativa, uno de los grandes retos para desarrolladores y arquitectos de soluciones es decidir qué modelo fundacional (...

26.03.2025 0 Read More

AWS Serverless: Intelligent Prompt Routing in Amazon Bedrock – Part 2 (Bedrock, API & Lambda Integration)

In my previous article, I explained Amazon Bedrock's Intelligent Prompt Routing and how it selects the most suitable model based on the prompt. I demonstrated this feature using the Amazon Bedrock Pla...

28.03.2025 0 Read More