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AI Assistant

ByteHide's AI Assistant provides intelligent analysis of your logs, helping you understand issues, identify patterns, and resolve problems faster.

AI Explanation Feature

Every log entry includes an "AI Explanation" button that provides instant analysis.

AI Assistant Button

How It Works

  1. Click AI Explanation: Select the sparkle icon next to any log entry
  2. Instant Analysis: The AI analyzes the log content, context, and metadata
  3. Detailed Explanation: Get a comprehensive breakdown of the log entry

AI Analysis Panel

AI Analysis Content

The AI provides detailed explanations including:

Log Classification

  • Log Type: Identifies the type of log (warning, error, info, etc.)
  • Severity Assessment: Evaluates the importance and urgency
  • Context Understanding: Interprets the business meaning

Technical Details

  • Source Information: Where the log was generated
  • Method Context: What method or process created the log
  • Application Context: Relevant application information like version

Example AI Analysis

For a database connection error, the AI provides:

The log message 'Database connection timeout after 30 seconds' is a critical error.

• It was generated by the ConnectionManager method in /src/Services/DatabaseService.cs at line 145.
• The application version is 2.1.4.
• The log level is Critical, indicating a system failure that requires immediate attention.
• This suggests the database server may be overloaded or experiencing connectivity issues.

When to Use AI Assistant

Debugging Errors

  • Get explanations for complex error messages
  • Understand exception stack traces
  • Identify root causes of failures

Performance Analysis

  • Interpret performance-related logs
  • Understand timing and resource usage
  • Identify bottlenecks and optimization opportunities

Security Investigations

  • Analyze security-related warnings
  • Understand authentication failures
  • Identify potential security threats

Business Logic Understanding

  • Interpret application-specific log messages
  • Understand workflow and process logs
  • Correlate business events with technical logs

AI Analysis Benefits

Faster Problem Resolution

  • Instant Understanding: No need to research error codes manually
  • Context Awareness: AI understands your application context
  • Pattern Recognition: Identifies common issues and solutions

Knowledge Transfer

  • Team Education: Helps junior developers understand complex logs
  • Documentation: Creates instant documentation for log entries
  • Best Practices: Suggests improvements and best practices

Comprehensive Analysis

  • Multi-faceted View: Considers technical and business aspects
  • Correlation: Links related information across log entries
  • Recommendations: Provides actionable next steps

AI Features

Intelligent Parsing

  • Automatically extracts key information
  • Identifies patterns and anomalies
  • Understands log structure and format

Context Awareness

  • Considers application metadata
  • Incorporates user and session information
  • Understands business domain context

Natural Language Explanations

  • Clear, human-readable explanations
  • Technical details in accessible language
  • Actionable recommendations

Access Methods

Individual Log Analysis

  • Click "AI Explanation" on any log entry
  • Get instant analysis in a popup modal
  • Copy explanations for sharing

Bulk Analysis

  • Select multiple logs for pattern analysis
  • Identify common issues across log groups
  • Generate summary reports

Tips for Better AI Analysis

Provide Rich Context

  • Use descriptive log messages
  • Include relevant metadata
  • Add appropriate tags and correlation IDs

Structured Logging

  • Use consistent log formats
  • Include structured data in context
  • Maintain clear log hierarchies

Regular Review

  • Use AI explanations for learning
  • Build team knowledge base
  • Improve logging practices based on insights

Integration with Other Features

Comments & Collaboration

  • Share AI explanations with team members
  • Add AI insights to collaborative discussions
  • Build knowledge base from AI analysis
  • Use AI insights to create better filters
  • Search for patterns identified by AI
  • Focus on AI-recommended log types

Privacy and Security

  • No Data Storage: AI analysis doesn't store your log data
  • Secure Processing: All analysis happens securely
  • Privacy Focused: No sensitive information is retained

Next Steps

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Comments & Collaboration