Learn how to build a private RAG (Retrieval-Augmented Generation) system using a locally deployed Llama model. This step-by-step guide covers document processing, embeddings, vector databases, semantic search, and prompt construction to help an AI assistant answer questions using sensitive internal documents without sending data to external AI services.
Tag: ai
“Attention is all you need” – Paper Explained
The paper behind ChatGPT and Gemini, explained step by step: self-attention, queries, keys and values, and how the Transformer architecture actually works.
AI Energy Consumption: The Hidden Cost Behind Artificial Intelligence
Learn about how much electricity AI is consuming
How To Compete Against AI As A Content Creator ?
AI can produce endless average content. Learn what writing AI cannot copy, from lived experience to original research, and how creators can stay worth reading.
Prompt Injection Attacks: How Hackers Use Your AI System to Hack You
Learn why AI is also an attack surface
AI Overuse: Risks, Consequences, and How To Avoid AI Dependency
Side Effects Of Using AI Too Much
How To Compete With Generative AI As A Software Engineer ?
Generative AI writes code fast, but not judgement. Learn the engineering skills AI cannot replace and how to build a career that gets stronger as AI improves.
AI Prerequisites: What You Need to Know Before Learning LLMs
What Do You Need to Know Before Learning LLMs?