Tag
#rag
4posts
AI & Agents10 min read
Hindsight: Beyond RAG, How AI Agents Build Long-Term Memory That Learns
What is Hindsight? Deep dive into vectorize-io/hindsight: the open-source biomimetic agent memory engine replacing naive RAG with Retain, Recall, and Reflect.
#ai-agents#mcp#rag
AI & Agents11 min read
Khoj AI: What It Is, Self-Host Personal Second Brain & Setup Guide
Khoj AI: self-hosted second brain for devs. Index Obsidian, Notion and PDFs, chat with local LLMs via Ollama, and run autonomous agents - 100% private.
#ai#llm#rag
AI & Agents7 min read
Fine-tuning vs RAG: The 'Teaching vs. Memorizing' Mental Model
When should you fine-tune a model vs. use RAG? A mastery guide to LoRA, PEFT, and the decision framework that saves you from wasting $10,000 GPU hours.
#ai#fine-tuning#rag
AI & Agents5 min read
LLM & RAG: The 'Smart Librarian' Mental Model
Why do LLMs hallucinate? A mastery guide to Retrieval Augmented Generation (RAG) - the architecture powering every serious AI product in 2026.
#ai#llm#rag