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As per my current understanding, I need to run an otel-collector-agent, where should I run this ? should it be part of the docker file I have setup for running the services ?

Yes, it can run as a separate container along with your services or run as systemd process in the background.

@Srikanth Chekuri can I get any headstart docs ?

Does this help https://signoz.io/docs/userguide/send-metrics/?