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Detailed Example: QA Agent

The QaAgent reviews Python code, approves it, or recommends updates. By default, all methods within the agent are traced due to auto_instrument=True.

from murnitur import trace_agent

@trace_agent(name="qa", auto_instrument=True)
class QaAgent:
    def completion(self, prompt: str):
        res = openai_client.chat.completions.create(
            model="gpt-4o-mini",
            messages=[
                {
                    "role": "system",
                    "content": "You are a QA engineer. Review the following Python code, approve it, or recommend updates using comments. Only output Python code, no markdown tags.",
                },
                {"role": "user", "content": prompt},
            ],
            temperature=0.5,
        )
        return res.choices[0].message.content

If you want to disable automatic instrumentation of methods, you can set auto_instrument to False:

from murnitur import trace_agent

@trace_agent(name="qa", auto_instrument=False)
class QaAgent:
    def completion(self, prompt: str):
        res = openai_client.chat.completions.create(
            model="gpt-4o-mini",
            messages=[
                {
                    "role": "system",
                    "content": "You are a QA engineer. Review the following Python code, approve it, or recommend updates using comments. Only output Python code, no markdown tags.",
                },
                {"role": "user", "content": prompt},
            ],
            temperature=0.5,
        )
        return res.choices[0].message.content
OverviewAdvanced Tracing