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[Feature] AI-Powered Auto-Configuration for Log Collection and Parsing #650

@xs3508198

Description

@xs3508198

Problem

Manual configuration of log paths and Grok/Regex patterns is error-prone and time-consuming. When a new service is deployed, users often struggle to define the correct parsing rules for complex Java stack traces or JSON logs.

Proposed Solution

Integrate Hera Agent to automate the onboarding process:

  • Log Discovery: AI automatically scans the container/node to identify potential log files.
  • Pattern Inference: Using LLM to analyze a sample of log lines and automatically generate the optimal Regex or parsing template.
  • One-Click Setup: Automatically push the generated configuration to Nacos/Log-Agent without manual intervention.

Expected Outcome

Reduce the onboarding time for new services from minutes to seconds and eliminate configuration errors.

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