Networking without feeling pushy - what worked for you?

I want to talk to people in a new field but I hate cold messages. I have been trying to stay organised about it. Some people reply with short answers. How do you phrase the request?

Follow up with a thank-you and a short update. One of my chats led to a referral a month later.