news
MarkTechPost
November 21st, 2025 at 8:47 AM

An Implementation of Fully Traced and Evaluated Local LLM Pipeline Using Opik for Transparent, Measurable, and Reproducible AI Workflows

In this tutorial, we implement a complete workflow for building, tracing, and evaluating an LLM pipeline using Opik. We structure the system step-by-step, beginning with a lightweight model, adding prompt-based planning, creating a dataset, and finally running automated evaluations. As we move through each snippet, we see how Opik helps us track every function span, […] The post An Implementation of Fully Traced and Evaluated Local LLM Pipeline Using Opik for Transparent, Measurable, and Reproducible AI Workflows appeared first on MarkTechPost .

#ai
#llm

Get stories like this every Monday

The week's most important AI news in one email. Free, unsubscribe anytime.

Score: 2.09

Engagement proxy: 0

Canonical link: https://www.marktechpost.com/2025/11/21/an-implementation-of-fully-traced-and-evaluated-local-llm-pipeline-using-opik-for-transparent-measurable-and-reproducible-ai-workflows/