No. Absolutely no way.
Rainfall events are getting worse (so a '1 in 100 year event' is now happening more often than once every 100 years) and with lege scale building on flood plains and more artificial grass and concrete etc, so just because somewhere hasn't flooded before is absolutely no indicator it wont flood in the future. 'One off' events are becoming more common.
I would call a couple of insurers and see what they say about the address - their systems are actually more advanced than the environment agency ie can assess the potential flood risk of individual properties
Only buy the house if
You arent worried about paying a higher excess and premium
You aremt worried about selling it ever
You dont get attached to possessions and wont mind moving out for months at a time while the damage is assessed and then waiting for drying out and then waiting for builders because they are all tied up with other flooding in the area.
You can get flood defences but they are expensive and will depend on the lie of the land (eg detached house easier to protect than a terrace)
There are things you can do to protect against a flood for example move all furniture upstairs, sandbags, hang curtains high over hooks etc but there is obviously less time in a flash flood.
If you are planning on staying in the house for say 25 years, the likelihood is, you will be dealing with a flood at least once. Some people are happy to live with that. I definitely wouldn't be