rlm (Recursive Language Model)

Core Principle

Large content stays in the REPL environment, not in your context.

The REPL holds the full file in memory. You write Python to analyze it. Only your print() output returns to your context—never raw file content.

When to Use

• Files >100KB or >2000 lines
• Need to query the same large file multiple times in a session
• Structural or semantic analysis of logs, transcripts, codebases

Quick Start