AI & ML
Building a Serverless RAG Pipeline with Amazon S3 Vectors and Amazon Bedrock
When I first learned about Retrieval-Augmented Generation (RAG), the architecture looked simple:
NNavindu · · 8 min read
Topic7 articles
AI & ML
Bedrock, SageMaker and Amazon Q: shipping models and agents on AWS without the hand-waving.
AI & ML
Amazon Bedrock AgentCore Explained for Developers
Amazon Bedrock AgentCore Explained for Developers What is Amazon Bedrock AgentCore? Most AI agent demos look strong for five minutes. Then the hard questions show up. Where does the agent run? How …
Binara Prabhanga · · 6 min read
AI & ML
Prompt Injection in AI-Powered Applications
Prompt Injection in AI-Powered Applications How to Test Against Prompt Injection in AI-Powered Applications? Introduction Every AI system operates on instructions. But what happens when someone slips …
Navindu · · 8 min read
AI & ML
What Is Amazon S3 Vectors? Use Cases, When to Use It, and Cost
What Is Amazon S3 Vectors? Use Cases, When to Use It, and Cost Amazon S3 Vectors is AWS’s managed service for storing and searching vector embeddings inside the S3 ecosystem. In simple terms, it …
Chameera Dulanga · · 8 min read
AI & ML
How to Build a RAG Knowledge Base with Amazon S3 Vectors and Amazon Bedrock
How to Build a RAG Knowledge Base with Amazon S3 Vectors and Amazon Bedrock Amazon Bedrock Knowledge Bases Explained: How Managed RAG Works on AWS Building AI for a business is not just about picking …
Chameera Dulanga · · 9 min read
AI & ML
How I Built a Full-Stack Application Using Kiro, Kiro Powers, and MCP Servers
How I Built a Full-Stack Application Using Kiro, Kiro Powers, and MCP Servers A Chrome Extension Backed by an AWS Serverless Architecture As a Solutions Architect, one of my day-to-day tasks is …
Manoj Fernando · · 9 min read
AI & ML
How to Build a Smart Personal Chatbot with Assistant API
How to Build a Smart Personal Chatbot with Assistant API Interested in building your own intelligent personal chatbot that’s fully under your control? With OpenAI’s Assistant API, you can develop …
Bhathiya Ranasinghe · · 3 min read