Installation

Prerequisites

• Python 3.13+
• OpenAI API key (for default adapters)

Install from PyPI

Bash

pip install memvee

Or with uv:

Bash

uv add memvee

Environment Variables

Set your API key for the default adapters:

Bash

export OPENAI_API_KEY=sk-...

Other providers require their own keys:

Provider	Environment Variable
OpenAI	OPENAI_API_KEY
Anthropic	ANTHROPIC_API_KEY
Google	GOOGLE_API_KEY
Groq	GROQ_API_KEY

Development Setup

Bash

git clone https://github.com/vstorm-co/memv.git
cd memv
make install

Running Tests

Bash

uv run pytest
uv run pytest tests/test_models.py::test_name  # Specific test

Code Quality

Bash

make lint
make typecheck
uv run pre-commit run --all-files