Local Memory Search

Performs fast local semantic search on OpenClaw memory files using TF-IDF without external dependencies or APIs.

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

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)