Stop Burning Tokens: A 50-Line Python RAG for Claude Code

Large-scale codebase analysis often drains AI context windows prematurely through inefficient file reading. This DIY local RAG system demonstrates how semantic search at the method level can achieve 10x token efficiency without external API costs.