BestHub
Sign in
Amazon Cloud Developers
Author

Amazon Cloud Developers

Official technical community of Amazon Cloud. Shares practical AI/ML, big data, database, modern app development, IoT content, offers comprehensive learning resources, hosts regular developer events, and continuously empowers developers.

97
Articles
0
Likes
35
Views
0
Comments
Recent Articles

Latest from Amazon Cloud Developers

97 recent articles
Amazon Cloud Developers
Amazon Cloud Developers
Sep 16, 2025 · Artificial Intelligence

Elegant Solution to Prompt Bloat: Semantic Retrieval of Tools for Efficient LLM Inference

The article explains how the limited context window of large language models causes prompt bloat when many tool descriptions are embedded, and presents the RAG‑MCP architecture that stores tool metadata in a vector database, uses semantic retrieval to select only the most relevant tools, dramatically shortens prompts, and improves inference speed and tool‑call accuracy.

Amazon BedrockLLMMCP
0 likes · 25 min read
Elegant Solution to Prompt Bloat: Semantic Retrieval of Tools for Efficient LLM Inference
Amazon Cloud Developers
Amazon Cloud Developers
Sep 15, 2025 · Artificial Intelligence

Amazon Bedrock Enables One‑Stop SEO: From Keyword Mining to AI‑Generated Content

This article walks through a complete, low‑cost SEO pipeline built on Amazon Bedrock’s generative AI, covering automated keyword extraction, search‑intent analysis, product‑vector matching with FAISS, and AI‑driven content creation within a serverless, event‑driven architecture that scales efficiently while reducing manual effort.

Amazon BedrockFAISSGenerative AI
0 likes · 16 min read
Amazon Bedrock Enables One‑Stop SEO: From Keyword Mining to AI‑Generated Content
Amazon Cloud Developers
Amazon Cloud Developers
Sep 12, 2025 · Artificial Intelligence

Fine‑Tune Amazon Nova Canvas in 12 Hours for Consistent, Cohesive AI Storyboards (Part 2)

This guide shows how to fine‑tune the Amazon Nova Canvas foundation model on Amazon Bedrock using a 12‑hour workflow that extracts character frames from video with Amazon Rekognition, prepares labeled data, configures hyper‑parameters, creates a custom model, deploys it with provisioned throughput, and tests the model to generate coherent storyboard images, while also covering cleanup steps to avoid ongoing costs.

AI storyboardAmazon BedrockAmazon Nova Canvas
0 likes · 17 min read
Fine‑Tune Amazon Nova Canvas in 12 Hours for Consistent, Cohesive AI Storyboards (Part 2)
Amazon Cloud Developers
Amazon Cloud Developers
Sep 11, 2025 · Artificial Intelligence

Achieving Consistent Characters and Cohesive Styles in AI Storyboards with Amazon Nova – Part 1

The article explains how to maintain character consistency and visual style across AI‑generated storyboard scenes by using structured prompt engineering, seed and cfgScale parameters, and a workflow that combines Amazon Nova Lite, Canvas, and Reel, while also showing concrete examples and limitations.

AI storyboardAmazon NovaPrompt Engineering
0 likes · 14 min read
Achieving Consistent Characters and Cohesive Styles in AI Storyboards with Amazon Nova – Part 1
Amazon Cloud Developers
Amazon Cloud Developers
Sep 9, 2025 · Big Data

Build an Intelligent Data Quality Monitoring System with Strands Agents

The article explains why data quality is critical for modern businesses, outlines the challenges data engineers face when monitoring hundreds of models, and provides a step‑by‑step guide to constructing an automated, AI‑driven data quality monitoring system using Strands Agents, Amazon Bedrock, dbt and Amazon Redshift, including code examples, workflow orchestration, security hardening, containerized deployment and observability.

AI agentsAmazon RedshiftStrands Agents
0 likes · 14 min read
Build an Intelligent Data Quality Monitoring System with Strands Agents
Amazon Cloud Developers
Amazon Cloud Developers
Sep 5, 2025 · Artificial Intelligence

Cut Search Time by 30% and Boost Accuracy 80% with Amazon Bedrock for Financial Data Retrieval

Amazon Finance built an AI assistant that combines Amazon Bedrock, Claude 3 Sonnet, and Amazon Kendra to let analysts query financial data in natural language, achieving a 30% reduction in search time, an 80% increase in accuracy, and high precision and recall across data‑discovery and document‑search tasks.

AI AssistantAmazon BedrockAmazon Kendra
0 likes · 20 min read
Cut Search Time by 30% and Boost Accuracy 80% with Amazon Bedrock for Financial Data Retrieval