llm-tools-rag

A tool plugin for LLM that allows you to search over your embedding collections.

Installation

Install this plugin in the same environment as LLM:

llm install llm-tools-rag

Usage

Use -T RAG to enable the RAG tools. You can specify a non-default database with -T RAG("other_db.db").

llm -m claude-4-sonnet -T RAGTools "what are the available plugin hooks in llm?"

Development

To set up this plugin locally, first checkout the code. Then create a new virtual environment:

cd llm-tools-rag
python -m venv venv
source venv/bin/activate

Install the dependencies and test dependencies:

pip install -e '.[test]'

To run the tests:

pytest

Dependencies

• llm: The LLM CLI tool this plugin extends
• sqlite-utils: For querying LLM's sqlite databases