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I am not an expert but still I am building enough agents. But I don't understand how this tool can be integrated with an exisiting system. Is it like an APM for agents if I understand it correctly ?

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the way it is integrated (its explained more in the docs) is by installing the python/typescript sdk and writing "lai.init()" at the top of your code. Then we capture all LLM calls and tools with integrated providers (similar to LLM ops platforms). If you want to manually add more information you can add decorators, lai.create_step/create_event "logs", etc.

We then take all this information you give us and try to transform it i.e group together similar nodes, run an agent to evaluate a session, or to find root cause of a session failure in the backend.

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