v1.0.0.3 - Memory Feedback System

What's New

Memory Feedback System 📊

Aiana now learns from Claude's usage patterns! The new feedback system allows Claude to rate recalled memories, enabling continuous improvement of retrieval quality.

New MCP Tools

• memory_feedback - Rate memories as helpful/not helpful/harmful after use
• feedback_summary - View aggregate feedback statistics and patterns

Storage Updates

• New memory_feedback SQLite table for storing ratings
• Feedback data includes: memory_id, source, query, rating, reason, timestamp

Architecture Updates

• New animated SVG diagram showing feedback loop
• Updated mermaid diagram with Feedback Processor component
• Historical v1.0.0.2 diagram preserved for evolution reference

How It Works

Claude recalls memory → Uses it to answer → Rates helpfulness → Aiana learns

Rating values:

• 1 = Helpful (answered the question)
• 0 = Not helpful (irrelevant)
• -1 = Harmful (wrong or misleading)

This creates a learning loop: better memories surface more often, irrelevant ones get demoted.

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Full Changelog: v1.0.0.2...v1.0.0.3

v1.0.0.2 - Documentation & Visuals Update

📚 Documentation

• Added animated SVG data flow diagram with glowing effects
• Replaced ASCII architecture with interactive Mermaid flowchart
• Added LinkedIn post template for sharing

🎨 Visuals

• aiana-flow.svg: Animated diagram showing Claude Code → Aiana → Storage flow
  • Pulsing data packets with color-coded paths
  • Context injection return loop animation
  • Version badge overlay

🔧 Maintenance

• Removed deprecated version attribute from docker-compose examples
• Updated version badges across README and SVG

📊 Security

• Full scan: 0 vulnerabilities

v1.0.0.1 - Qdrant API Compatibility Fix

🔧 Bug Fixes

• fix(qdrant): Updated get_stats() method for qdrant-client 1.16.x API compatibility

  • Removed deprecated vectors_count attribute from CollectionInfo
  • Added fallback for indexed_vectors_count to prevent AttributeError

• chore(docker): Removed deprecated version attribute from docker-compose.yml

📊 Security

• Full security scan: 0 vulnerabilities

🐳 Docker

All three containers (aiana, redis, qdrant) running healthy with this release.