April 2026
Intermediate
395 pages
13h 22m
English
Content preview from Generative AI with Python
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7.9 Monitoring Agentic Systems
A complex agentic system results in multiple interactions between agents. Monitoring these interactions is quite difficult. To tackle this problem, different services were developed that can be used for debugging your agents, keeping track of the costs of a project, and for evaluating your systems.
In this section, we’ll discuss several monitoring options. The first service we’ll study is AgentOps before moving on to Logfire.
7.9.1 AgentOps
AgentOps has a generous free tier, so you don’t need to pay for it if you just want to test it.
You can install AgentOps via pip or uv:
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pip install agentops
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uv add agentops
As with all services, you must create an account first. For this step, head over to https://www.agentops.ai/ ...
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