The Temple of Hermes allows you to increase the Bronze and Timber production of your Resource Buildings. Each Upgrade Level increases the production rate by 5%.
Remember: The Temple of Hermes has no defensive capacity and will be destroyed if an enemy successfully attacks your City. Therefore, it will return to Level 1, and you will need to keep upgrading it again.