✓ ReleasedShipped
◉ CurrentLatest stable
🔜 NextIn development
📋 PlannedOn the roadmap
🎯 MilestoneMajor milestone
Parsica Memory — Version History & Roadmap
v3.0–3.3 — Segmented Storage
✅ SHIPPED
Hot/cold segments, atomic manifest, crash-safe persistence, integrity validation, repair tooling, verified snapshots, CLI tooling. 21× first-search performance fix. 500+ tests.
v3.4 — Ambient Awareness
🔨 IN PROGRESS
Ambient Cross-Session Awareness — agents that remember across every channel, platform, and session. One memory store, full continuity, zero duplication.
Trigger-Based Sessions
Event-driven spotlights — no timers, no polling. Sessions activate on inbound messages, idle on response. Multiple concurrent spotlights for parallel work.
Configurable Write Gate
Three modes: OFF (classic), OPEN (awareness + dedup), CLOSED (strict enforcement). Pick your security posture. No one is forced into it.
Cross-Session Dedup
Fuzzy Jaccard matching with guardrails for numbers, negation, and proper nouns. Prevents memory pollution from duplicate cross-session content.
Cross-Platform Recall
Context follows the user, not the channel. Discord to WhatsApp to iMessage — seamless continuity. Platform-agnostic by design.
v3.5 — Background Workers
📋 PLANNED
Job journal, channel observer, background enrichment and compaction. Enables passive context capture for multi-agent environments.
v3.6 — Multi-Agent Awareness
📋 PLANNED
Agent-scoped sessions, cross-agent ambient context. Teams of agents sharing one memory store with independent spotlights.
v4.0 — Retrieval Modes + Auto Mode
📋 PLANNED
Named retrieval modes (default, recent, precision, evidence, deep). SearchPlan query planner. Auto mode selects the best retrieval strategy per query. Parsica Search launch.
Architecture: Zero external dependencies · Pure Python · File-based storage · Runs anywhere Python runs
Current: v3.3.3 on PyPI · 28,700+ lines · 500+ tests · Python 3.10–3.14
Current: v3.3.3 on PyPI · 28,700+ lines · 500+ tests · Python 3.10–3.14