Local Memory Search

Lightweight semantic search for OpenClaw memory files. No external API needed.

modbender Updated 12 repo stars

File contents

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

  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)

modbender/skill-library-mcp/tree/main/data/local-memory-search commit 41a8e5f731

Frequently asked questions

npx skillmds@latest add modbender/local-memory-search