Observers

A lightweight library for (generative) AI observability.

$pipinstallobservers
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OpenAI API Compatible

Just wrap your client and start observing to a local DuckDB database.

from observers.observers.models.openai import wrap_openai
from openai import OpenAI

openai_client = OpenAI(
    base_url="https://api-inference.huggingface.co/v1/",
    api_key=api_key
)

client = wrap_openai(openai_client)

response = client.chat.completions.create(
    model="Qwen/Qwen2.5-Coder-32B-Instruct",
    messages=[{"role": "user", "content": "Tell me a joke."}],
)