Replaces static regex-based log parsers with an LLM-enhanced pipeline using Drain3. Automatically structures multi-format raw logs into JSON while learning from previously unseen patterns to reduce manual rule creation.
Tech Stack
PythonMonitoring & Logs
Why adaptive-log-parser?
• Reduces manual regex
• Handles multi-format logs
• Continuous learning
Limitations
• LLM latency in parsing
• High compute overhead
• Complex pipeline setup
8/20/2025
Last Update
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Issues
MIT
License
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