Installation

Rust

Add Jammi to your Cargo.toml:

[dependencies]
jammi-db = "0.1"
jammi-ai = "0.1"
tokio = { version = "1", features = ["full"] }

Or install the CLI:

cargo install jammi-cli

Build dependencies (Linux)

If building from source, you need a C compiler and protoc:

# Debian/Ubuntu
apt-get install protobuf-compiler gcc g++ pkg-config

# RHEL/AlmaLinux
yum install protobuf-compiler gcc gcc-c++ pkg-config

All other native libraries (lzma, zstd, zlib, sqlite) are vendored and compiled from source automatically. These tools are pre-installed in the devcontainer and CI images.

Python

pip install jammi-ai

Requires Python 3.8+. Pre-built wheels are available for Linux, macOS, and Windows.

From source

git clone https://github.com/f-inverse/jammi-ai.git
cd jammi-ai
cargo build --release

The CLI binary is at target/release/jammi.

For the Python package from source:

pip install maturin
maturin develop --release

Runtime requirements

Jammi has no mandatory runtime dependencies beyond the binary itself.

Optional:

• CUDA toolkit + cuDNN for GPU inference (CPU works out of the box)
• HuggingFace Hub access for downloading models (first run downloads ~90MB for MiniLM, cached thereafter)
• PostgreSQL / MySQL client libraries if using federated database sources

Set HF_TOKEN for gated models, or HF_HOME to control the cache location.