Quickstart

Follow these steps to try the demo agent.

Installation

Install the package with the testing extras so you can run the included example and tests:

Install the package with testing extras:

pip install -e .[test]

Set your Gemini API key in the environment:

export GEMINI_API_KEY=<your-key>

Running the example

Execute the pipeline entrypoint to start a question-answering agent:

Run the example pipeline:

from minillm.pipeline import main as run_pipeline
run_pipeline()

The agent will retrieve documents, call Gemini to generate an answer and store a summary of the conversation.

Configuration values such as model name, vector index path and database credentials are controlled by environment variables. See minillm.config.Config for defaults.

Configuration values are read from environment variables, e.g. GEMINI_API_KEY for Gemini models. See minillm.config.Config for the complete list of defaults.