Iteratively parse unstructured logs into structured data. Automates the creation of regex parsers for log files using LLM-driven pattern discovery.
Automatically samples data and uses LLMs to discover regex patterns, handling complex log formats without manual rule writing.
Iteratively targets unparsed lines to ensure high coverage, refining patterns until the threshold is met.
Generates JSONL data, a pattern registry, and a CSV index linking data back to source lines for full traceability.
Convert messy server logs into structured databases for SQL querying and analytics.
Parse old, undocumented flat files into modern formats during system upgrades.