Using TEI locally with CPU

You can install text-embeddings-inference locally to run it on your own machine. Here are the step-by-step instructions for installation:

Step 1: Install Rust

Install Rust on your machine by run the following in your terminal, then following the instructions:

curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh

Step 2: Install necessary packages

Depending on your machine’s architecture, run one of the following commands:

For x86 Machines

cargo install --path router -F candle -F mkl

For M1 or M2 Machines

cargo install --path router -F candle -F accelerate

Step 3: Launch Text Embeddings Inference

Once the installation is successfully complete, you can launch Text Embeddings Inference on CPU with the following command:

model=BAAI/bge-large-en-v1.5
revision=refs/pr/5

text-embeddings-router --model-id $model --revision $revision --port 8080

sudo apt-get install libssl-dev gcc -y

Now you are ready to use text-embeddings-inference locally on your machine. If you want to run TEI locally with a GPU, check out the Using TEI locally with GPU page.