SOTA RAG & Memory without the database: Files, Git, and simple folders

Table of Contents 1. The amnesia problem 2. Learning from failure: AI Journal 3. How I studied SOTA: clone, read, re-implement 4. The dependency problem: why ONNX over PyTorch 5. RAG: just let me grep it (kind of) The architecture: OpenAI compatibility Two-stage retrieval: the SOTA approach 6. Memory: files over databases Git integration: versioning memory 🕰️ The reconciliation loop The tiny…