Vartovii Changelog

Release digest

Added

• AI Feedback Learning System 🧠 - Self-improving AI through user feedback
  • Auto-Classification: AI analyzes 👎 feedback to identify root causes (wrong_data, wrong_language, etc.)
  • Knowledge Gap Detection: Automatically identifies missing information in AI's knowledge base
  • Learning Documents: Creates structured docs in knowledge-base/docs/ai-agent/learnings/
  • Admin Panel UI: Stats dashboard, category badges, Action/Dismiss buttons
  • Batch Processing: "Auto-Classify All" button for processing pending feedback
• Knowledge Base API 📚 - New endpoints for managing AI learnings
  • GET /api/admin/knowledge/learnings - List auto-generated documents
  • POST /api/admin/knowledge/sync - Trigger RAG synchronization
  • POST /api/admin/knowledge/create - Manual document creation
• Feedback Workflow Fields 🗄️ - Migration 013
  • review_status: pending → auto_reviewed → actioned/dismissed
  • feedback_category, is_actionable, reviewed_at, notes

Fixed

• AI Language Matching 🌍 - Bot now strictly responds in user's language
  • Updated system prompt to enforce language matching
  • English query → English response (no more Ukrainian defaults)
• Crypto Project Search 🔍 - Improved fuzzy matching
  • "Enso Finance" now correctly finds "Enso"
  • Searches across name, symbol, AND slug fields
• Database-First Analysis 🎯 - Fixed crypto analysis for known projects
  • System now checks database before doing web search
  • No more "simulated data" for projects already in DB
• Admin Panel Tab Switching 🔧 - Fixed data overwriting bug
  • Feedback tab no longer shows Companies content
  • Polling now respects active tab state

Internal

• Added knowledge-base/docs/ai-agent/feedback-learning.md (user-facing)
• Added .agent/docs/feedback-learning-system.md (internal)
• Updated sidebars.js with AI Learnings section

Technical notes