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---
name: Local Memory Search
description: Lightweight semantic search for OpenClaw memory files. No external API needed.
---
# Local Memory Search
Lightweight semantic search for OpenClaw memory files. No external API needed.
## Usage
```bash
python3 search.py "your query"
```
Build index:
```bash
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
1. Builds inverted index of all memory files
2. Uses TF-IDF scoring for relevance
3. Returns ranked results with context
## Requirements
- Python 3.8+
- No pip packages needed (uses stdlib only)
