소개
Log Essence is a powerful tool designed to optimize log analysis for large language models (LLMs). It intelligently processes raw log files by applying template extraction and semantic clustering to identify patterns and group similar messages, resulting in highly compressed, token-efficient summaries. A key differentiator is its robust, correlation-preserving secret and PII redaction, ensuring sensitive data never leaves your machine unmasked. Available via CLI, a user-friendly Web UI, and as an MCP server, Log Essence enables developers and operations teams to quickly diagnose issues, monitor system health, and leverage LLMs for deep insights into their logs with natural language queries.
