Drop-in token optimization for the OpenAI & Anthropic SDKs — change one import, cut your token bill.
Project description
Refutics — Python SDK
Drop-in token optimization. Change one import, cut your token bill. Streaming, tools, and vision keep working — these are thin wrappers over the official SDKs.
Install
pip install refutics openai # for OpenAI / OpenAI-compatible / Azure
pip install refutics anthropic # for Anthropic
Use — one import change
# before: from openai import OpenAI
from refutics import OpenAI
client = OpenAI() # reads REFUTICS_TOKEN from env
resp = client.chat.completions.create(
model="gpt-4o",
messages=[{"role": "user", "content": "hello"}],
)
Set your token once:
export REFUTICS_TOKEN=dtras_live_…
Any provider — one token
client = OpenAI(provider="groq") # or mistral, deepseek, together, xai, fireworks, gemini…
Anthropic
from refutics import Anthropic
client = Anthropic() # reads REFUTICS_TOKEN
client.messages.create(model="claude-3-5-sonnet-latest", max_tokens=256, messages=[...])
Azure OpenAI
from refutics import AzureOpenAI
client = AzureOpenAI(
azure_resource="https://my-company.openai.azure.com",
api_version="2024-02-01",
)
client.chat.completions.create(model="<your-deployment>", messages=[...])
Provider key
- Stored (recommended): add your provider key once in the Refutics dashboard — pass nothing.
- BYOK:
OpenAI(provider_key="sk-…")— never stored.
Optional: auto model-routing (save more)
client = OpenAI(route=True) # downgrades clearly-easy prompts to a cheaper model
That's it — same SDK, same answers, smaller bill.
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