AgentOps for observing LiteLLM
We can use AgentOps to observe LiteLLM, a lightweight library for working with large language models. This integration allows you to monitor and log the performance of your LiteLLM applications, providing insights into their behavior and efficiency. LiteLLM integration extends observability to the different agent libraries which rely on LiteLLM and hence make it possible to observe the agents built using these libraries. See our LiteLLM docs First let’s install the required packagesInstallation
-
Create an environment variable in a .env file or other method. By default, the AgentOps
init()
function will look for an environment variable namedAGENTOPS_API_KEY
. Or… -
Replace
<your_agentops_key>
below and pass in the optionalapi_key
parameter to the AgentOpsinit(api_key=...)
function. Remember not to commit your API key to a public repo!