Docdex is a local-first indexing daemon for code and documentation. It combines ranked full-text search (Tantivy), AST-based symbol indexing, and a directed dependency graph to answer impact questions like “what breaks if this changes?”. It runs as a single lightweight service, supports multiple repos, integrates with local models via Ollama, and helps reduce LLM token usage by providing structured, persistent context.