I'd say it is the culmination point of what has been happening since the last solar eclipse at 1 cancer. Being on your Venus means that the culmination relates to Venusian aspects of your life: it signals a new phase where some things are left behind or updated in favor of new experience - like a snake sheds skin.Venus does not necessarily mean relationships with others, but is fundamentally about what we need to feel safe from a survival standpoint. Our value-systems/what we are attracted to is weaved based on this Venusian desire for survival, and Venus' position in Zodiac and House will reveal what we are attracted to as a means to create an environment that enable us to feel safe and able to survive in order to mature our soul.
Don't expect 'breakup' or 'new relation' necessarily, even if either may happen.
Rather, expect change in terms of Venusian life-areas as per her Zodiacal and House focus. The possibilities are too wide to predict beyond that, and it is better to have an open, curious, accepting and welcoming mind in terms of whatever actually happens.
Also, don't necessarily expect immediate change to come from the blue around the exact day of the eclipse: more explicit results/developments from this eclipse may very well be expressed later when other planets, especially Venus and/or Mars, travel across and trigger the axis of the Eclipse-point (for example when Venus conjuncts 9 Sag later this year, or when Mars conjuncts 9 Gem next year).
So in short, expect your Venusian experience to change, what you attract and are attracted to, as a means to help you grow as a person.
EDIT: I missed Saturn in the mix. Venusian aspects of life may be colored by emotional dissatisfaction due to restrictions. If so, look into the deeper message and feel the prompt to adjust life patterns accordingly.
Houses, aspects, etc. will reveal more about how the eclipse specifically relates to your life journey.
Also note, I am not an astrological expert but a learning student. What I say may therefore be off-the-mark for several reasons.