You can spend as little as $500 and still be ok, but the more you can put in the longer it will last and easier it will be to upgrade.
Unfortunately GPUs are super expensive right now due to the mining craze (and by super expensive I mean upwards of double the price), so I would wait a bit until prices go down.
If you need specific help you can PM me and I'll do what I can to explain stuff