The Nebuly SDK enables you to monitor all the requests made to the Assistants you have created using the OpenAI SDK or on the OpenAI platform.

Assistant

In the code snippet below, we assume that you have already created an Assistant following the OpenAI documentation. You can find your Assistant ID on your dedicated page on OpenAI platform.

  • Python

import nebuly
nebuly.init(api_key="<YOUR_NEBULY_API_KEY>")

import time
import openai

assistant_id = "<YOUR_ASSISTANT_ID>"

client = openai.OpenAI(api_key="<YOUR_OPENAI_KEY>")

assistant = client.beta.assistants.retrieve(assistant_id)

# create new thread
thread = client.beta.threads.create()

# add message to thread
message = client.beta.threads.messages.create(
    thread_id=thread.id,
    role="user",
    content="I need to solve the equation `3x + 11 = 14`. Can you help me?"
)
run = client.beta.threads.runs.create(
  thread_id=thread.id,
  assistant_id=assistant.id,
  instructions="Please address the user as Jane Doe. The user has a premium account."
)

while run.status != "completed":
    run = client.beta.threads.runs.retrieve(
        thread_id=thread.id,
        run_id=run.id
    )
    time.sleep(1)

messages = client.beta.threads.messages.list(
  thread_id=thread.id,
  # Nebuly additional kwargs
  user_id="<USER_ID>"
)

You can find a detailed explanation of the allowed nebuly additional keyword arguments below:

user_id
string
required

An id or username uniquely identifying the end-user. We recommend hashing their username or email address, in order to avoid sending us any identifying information.

nebuly_tags
dict

Tag user interactions by adding key-value pairs using this parameter. Each key represents the tag name, and the corresponding value is the tag value.

For example, if you want to tag an interaction with the model version used to reply to user input, provide it as an argument for nebuly_tags, e.g. {"version": "v1.0.0"}. You have the flexibility to define custom tags, making them available as potential filters on the Nebuly platform.

nebuly_api_key
string

You can use this field to temporarily override the Nebuly API key for the selected model call. The interaction will be stored in the project associated with the provided API key.