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Local Memory Search
Performs fast local semantic search on OpenClaw memory files using TF-IDF without external dependencies or APIs.
安全通过
💬Prompt
技能说明
Local Memory Search
Lightweight semantic search for OpenClaw memory files. No external API needed.
Usage
python3 search.py "your query"
Build index:
python3 search.py --build
Features
- Searches MEMORY.md and memory/*.md
- TF-IDF based semantic matching
- Zero external dependencies
- Fast local execution
- Returns top snippets with file path and line numbers
How It Works
- Builds inverted index of all memory files
- Uses TF-IDF scoring for relevance
- Returns ranked results with context
Requirements
- Python 3.8+
- No pip packages needed (uses stdlib only)
如何使用「Local Memory Search」？
- 打开小龙虾AI（Web 或 iOS App）
- 点击上方「立即使用」按钮，或在对话框中输入任务描述
- 小龙虾AI 会自动匹配并调用「Local Memory Search」技能完成任务
- 结果即时呈现，支持继续对话优化