FastEmbed

Fast, lightweight Python library built for generating dense and sparse vector embeddings locally with zero GPU requirements.

PythonONNXEmbeddingsLocal

View on GitHub Live Demo

Open Source • Python • ONNX • Embeddings • Local

Interactive Quickstart Guide:

# 1. Clone repository
git clone https://github.com/qdrant/fastembed.git
cd fastembed

# 2. Set up virtual environment
python3 -m venv .venv
source .venv/bin/activate

# 3. Install dependencies & configure env
pip install -r requirements.txt
cp .env.example .env

# 4. Start local development server
python main.py

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