Codebase

Ask for behaviour, not for a string

Functions, classes, methods and interfaces are embedded and stored in a vector index alongside the graph. An agent asking "where do we verify a webhook signature" gets the functions that do it, ranked by similarity and by how central each one is, not a list of files containing the word "verify". Unchanged symbols are never re-embedded, so re-indexing a quiet repository costs nothing.

• semantic_code_search, selectable on any agent
• 1024-dimension embeddings in an HNSW cosine index
• Vector similarity retrieves; graph structure ranks
• Embeddings cached by content hash and model across commits
• Requires a ready Code Map index for the repository

1024embedding dimensions

1. Code MapA tree-sitter index of every symbol and the edges between them, ranked by PageRank and browsable from components down to individual functions.