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To send OpenTelemetry metrics and traces generated by Traceloop from your LLM Application to Middleware, Follow the below steps.
1

Get your Middleware credentials

  1. Sign in to your Middleware account.
  2. Go to settings and click on API Key. Link
  3. Copy and Save the value for MW_API_KEY and MW_TARGET
2

Add the following lines to your application code:

  • Python
  • Typescript (Node js)
from traceloop.sdk import Traceloop

Traceloop.init(
    app_name="YOUR_APPLICATION_NAME",
    api_endpoint="<MW_TARGET>",
    headers={
        "Authorization": "<MW_API_KEY>",
        "X-Trace-Source": "traceloop",
    },
    resource_attributes={"key": "value"},
)
Replace:
  1. MW_TARGET with your middleware target url
  • Example - https://abcde.middleware.io
  1. MW_API_KEY with your middleware api key.
  • Example - nxhqwpbvcmlkjhgfdsazxcvbnmkjhgtyui
Refer to the Traceloop Docs for more advanced configurations and use cases.For detailed information on LLM Observability with Middleware and Traceloop, consult Middleware Documentation: LLM Observability Documentation.
3

Visualize in Middleware

Once your LLM application is instrumented, you can view the traces, metrics and dashboards in the Middleware LLM Observability section. To access this:
  1. Log in to your Middleware account
  2. Navigate to the LLM Observability Section in the sidebar