Awesome
<p align="center"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/genai-impact/ecologits/main/docs/assets/logo_dark.png"> <img alt="EcoLogits" src="https://raw.githubusercontent.com/genai-impact/ecologits/main/docs/assets/logo_light.png"> </picture> </p>🌱 EcoLogits tracks the energy consumption and environmental impacts of using generative AI models through APIs.
Documentation: ecologits.ai
⚙️ Installation
pip install ecologits
For integration with a specific provider, use pip install ecologits[openai]. We are currently supporting the following providers: anthropic, cohere, google-generativeai, huggingface-hub, mistralai and openai. See the full list of providers.
🚀 Usage
from ecologits import EcoLogits
from openai import OpenAI
# Initialize EcoLogits
EcoLogits.init()
client = OpenAI(api_key="<OPENAI_API_KEY>")
response = client.chat.completions.create(
model="gpt-3.5-turbo",
messages=[
{"role": "user", "content": "Tell me a funny joke!"}
]
)
# Get estimated environmental impacts of the inference
print(f"Energy consumption: {response.impacts.energy.value} kWh")
print(f"GHG emissions: {response.impacts.gwp.value} kgCO2eq")
See package documentation on EcoLogits
💪 Contributing
To get started with setting up a development environment and making a contribution to EcoLogits, see Contributing to EcoLogits.
⚖️ License
This project is licensed under the terms of the Mozilla Public License Version 2.0 (MPL-2.0).