🌱 EcoLogits tracks the energy consumption and environmental impacts of using generative AI models through APIs.

Read the full documentation on ecologits.ai.

EcoLogits is part of the CodeCarbon non-profit, chat with us on Discord.

pip install ecologits

For integration with a specific provider, use pip install ecologits[openai]. We are currently supporting the following providers: anthropic, cohere, google-genai, huggingface-hub, mistralai and openai. See the full list of providers.

from ecologits import EcoLogits from openai import OpenAI # Initialize EcoLogits EcoLogits.init(providers=["openai"]) client = OpenAI(api_key="<OPENAI_API_KEY>") response = client.chat.completions.create( model="gpt-4o-mini", messages=[ {"role": "user", "content": "Tell me a funny joke!"} ] ) # Get estimated environmental impacts of the inference print(f"Energy consumption: {response.impacts.energy.value.mean} kWh") print(f"GHG emissions: {response.impacts.gwp.value.mean} kgCO2eq")

See package documentation on EcoLogits

To get started with setting up a development environment and making a contribution to EcoLogits, see Contributing to EcoLogits.

This project is licensed under the terms of the Mozilla Public License Version 2.0 (MPL-2.0).