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The memory plugin's LanceDB path no longer regex-extracts or rewrites [media attached:] marker text. Media-note lines are classified as presentation-only and dropped wholesale during capture/query ingestion (bracket-safe classifier: filenames may contain ']'); captions and non-media text are preserved; legacy inline tokens stay inert escaped text. Recall-side neutralization is deleted deliberately: image discovery is scoped to the current-turn imagePrompt, so recalled memory text (markers or bare path-shaped tokens) never reaches attachment scanning. Regressions prove that boundary at the embedded, CLI, and plugin-harness entry points.
@openclaw/memory-lancedb
Official LanceDB-backed long-term memory plugin for OpenClaw.
This plugin adds persistent memory tools backed by LanceDB, vector search, auto-recall, and auto-capture.
Install
openclaw plugins install @openclaw/memory-lancedb
Restart the Gateway after installing or updating the plugin.
What it provides
memory_storememory_recallmemory_forget- LanceDB vector storage and hybrid memory retrieval.
Configure
Use the memory plugin docs for embedding provider setup, storage paths, indexing, and recall behavior:
Package
- Plugin id:
memory-lancedb - Package:
@openclaw/memory-lancedb - Minimum OpenClaw host:
2026.4.10