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Yami

Yami

5 posts
Understand AI via One Diagram: Build Handbook Chat with RAG
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Understand AI via One Diagram: Build Handbook Chat with RAG

Build an AI-powered Handbook Chat that answers employee questions with real citations and zero hallucinations. This practical guide breaks down the complete RAG (Retrieval-Augmented Generation) pipeline into one visual diagram — from document chunking to semantic search to guardrailed LLM responses
Yami
Yami
8 LLM Production Challenges: Problems, Solutions
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8 LLM Production Challenges: Problems, Solutions

Large Language Models (LLMs) like GPT and Claude are transforming how we build software—but they break in production in predictable, expensive ways.
Yami
Yami
Understanding OAuth: What Happens When You "Login with Google"
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Understanding OAuth: What Happens When You "Login with Google"

Learn how OAuth 2.0 securely handles "Login with Google." Understand authorization flows, tokens, PKCE, and best practices for modern app authentication.
Yami
Yami
How to build a local AI chatbot with Ollama: a step-by-step guide
AI
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How to build a local AI chatbot with Ollama: a step-by-step guide

Are you curious about creating your own AI chatbot but don't want to rely on external servers or worry about privacy concerns? With Ollama, a powerful open-source platform, you can build and run a local AI chatbot that keeps your data secure and functions offline.
Yami
Yami
How to enable TOTP software token MFA on Amazon Cognito
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How to enable TOTP software token MFA on Amazon Cognito

What is Amazon Cognito?Amazon Cognito is a AWS service provide authentication and authorization with various provider as email/password or social OAuth (Google, Facebook, ...) What is TOPT?TOPT is sho
Yami
Yami