The docs have a page on encrypting multiple messages[0]. In it they use a single random IV and then increment it for each message. Under this scheme you only need to transmit or negotiate the IV once.
If you use something like TLS, The key exchange is expanded to produce an IV. Then each record has an incremented number[1] and this number is mixed with the IV to form a unique IV[2] for the message.