[rbitar]

Excited to try this out, it will solve two problems we’ve had: applying a code diff reliably and selecting which files from a large codebase to use for context.

We quickly discovered that RAG using a similarity search over embedded vectors can easily miss relevant files, unless we cast a very wide net during retrieval.

We’ve also had trouble getting any LLM to generate a diff format (such as universal diff) reliably so your approach to applying a patch is exciting.