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ruvector

Persistent, adaptive vector memory for agents on a ruOS desktop — a Rust-native vector database with local semantic embeddings, HNSW retrieval, and graph relationships. Use to remember and recall across sessions with no database server or API key.

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SKILL.md(原文)

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ruvector

RuVector (ruvector) is a Rust-native vector database and adaptive memory substrate for agents that need to remember across sessions. It combines local semantic embeddings, persistent vector retrieval, graph relationships, explicit feedback learning, and memory lifecycle controls. The default retrieval path runs locally — no database server or API key required.

Commands

npx ruvector@latest --help

# Remember and recall run locally, no server/key needed — see the ruvector
# README for the current verb set on your installed version:
#   https://www.npmjs.com/package/ruvector

RuVector's CLI/MCP verb surface evolves across versions. Run --help on the version you install (this repo grounded against ruvector 0.3.x) rather than assuming a verb exists.

Notes

  • Rust-native, AgenticDB-compatible; ships an MCP surface (brain_*, rvf_*, hooks_*) for attached clients.
  • Learning happens from recorded outcomes and feedback, not from reads alone.
  • Hosted/shared-memory services are optional and form a separate data boundary.
  • Ruflo's memory skill can use RuVector as its vector substrate.

Package

RuVector — ruvector · docs: https://cognitum.one/ruvector.

レビュー

まだレビューはありません。使ってみた感想をお寄せください。

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日本語の概要は準備中です。原文の説明を表示しています。

ruvnet/ruos152026年8月31日 更新

Store and semantically search agent memory with ONNX vector embeddings on a ruOS desktop, using the Ruflo CLI. Use to persist patterns/decisions across sessions and recall them by meaning rather than exact key.

日本語の概要は準備中です。原文の説明を表示しています。

ruvnet/ruos152026年8月31日 更新

Spin up a coordinated multi-agent swarm (hierarchical or mesh topology) to work a complex, multi-file task on a ruOS desktop. Use when a task needs 3+ agents working in parallel with anti-drift coordination; skip for single-file edits.

日本語の概要は準備中です。原文の説明を表示しています。

ruvnet/ruos152026年8月31日 更新

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