SEMBLE

Summary from the TLDR Dev newsletter

Semble is a high-performance code search library designed to help AI agents find specific code snippets via natural language, improving efficiency by using approximately 98% fewer tokens while maintaining quality. Running entirely on a CPU with no need for external hardware, this system provides near-instant indexing and sub-millisecond responses and can be integrated through an MCP server, CLI, or Python API.