"Could we derive the fact that a falling body has constant
acceleration from Galilean relativity and only?"
No. However, there's a related fact which is true, which I will explain soon.
First, let's define what "Galilean relativity" is. It refers to the fact that the laws of physics are the same for people moving at different velocities.
(By the way, what distinguishes it from "special relativity" is that observers moving at different velocities have the same exact notion of time the time coordinate $t$, so there is no maximum speed $c$ which all observers agree is constant. So, special relativity says that the 1) the laws of physics are the same for observers moving at any constant velocity, and 2) the speed of light $c$ is constant in all reference frames. Gallilean invariance says 1) the laws of physics are the same for observers moving at any constant velocity, and 2) the time coordinate $t$ doesn't change for different observers.)
So, if one inertial observer is using coordinates $(t, \vec{x})$, another inertial observer would use $(t', \vec{x}')$, where
\begin{align}
t' &= t \\
\vec{x}' &= \vec{x} + \vec{v} t
\end{align}
where $\vec{v}$ is the relative velocity of the observers.
Now, "the laws of physics" in any situation take the form of a differential equation, which can be used to solve for how physical variables, say the position vectors of some objects, evolve in time. A general differential equation can be written as
$$
F\big(t, \vec{x}(t), \tfrac{d}{dt} \vec{x}(t), \ldots, \tfrac{d^n}{dt^n} \vec{x}(t), \ldots \big) = 0
$$
where $F$ is just some function. (More generally we could write $(\vec{x}_1, \ldots, \vec{x}_N)$ for the position of $N$ particles.) Gallilean invariance implies that, if $\vec{x}(t)$ is some solution to the path of a particle, then $\vec{x}'(t)$ MUST also be a solution, where $\vec{x}'(t) = \vec{x}(t) + \vec{v} t$. So Gallilean invariance says that we must have a symmetry of our laws of motion.
Now that we know what Gallilean relativity is, what does it imply? Well, it certainly doesn't mean that everything has a constant acceleration. As has been pointed out, Newtonian $1/r^2$ gravity has Gallilean invariance, but things do not accelerate uniformly.
Now, the original quote that you linked to specifically reads
The fact that an object accelerates in a constant gravitational field with uniform acceleration is a consequence of Galilean invariance, and the assumption that a gravitational field is frame invariant to uniform motions up and down with a steady velocity.
There are two important claims being made here: if the gravitational field (i.e., the laws of physics) are invariant under both constant translations and Gallilean transformations, then the object must undergo constant accerlation.
Let's now try to prove this claim!
First let's begin with the translational symmetery, that if we take a solution and shift it by a constant vector $\vec{a} = (a_1, a_2, a_3)$
$$
\vec{x}' = \vec{x} + \vec{a}
$$
then we will still have a solution. This means that if
$$
0 = F(t, \vec{x}(t), \tfrac{d}{dt} \vec{x}(t), \ldots)
$$
then we must have
\begin{align}
0 &= F(t, \vec{x}'(t), \tfrac{d}{dt} \vec{x}'(t), \ldots) \\
&= F(t, \vec{x}(t) + \vec{a}, \tfrac{d}{dt} \vec{x}(t), \ldots).
\end{align}
Now, the great thing about symmetry is general is that it constrains the laws of physics! We can see that, if we differentiate the above expression by $a_i$ (for one of $i = 1,2,3$) we get
\begin{align}
0 &= \frac{\partial}{\partial a_i} F(t, \vec{x}(t) + \vec{a}, \tfrac{d}{dt} \vec{x}(t), \ldots) \\
&= \frac{\partial F}{\partial x_i}.
\end{align}
This means that for the laws of physics to respect translational invariance, i.e. if the gravitational field is constant in space, we must have $\frac{\partial F}{\partial x_i} = 0$, which means that $F$ cannot depend on the position coordinate $\vec{x}$!
Now, what if we ALSO demand that the laws of physics respect Gallilean invarince too? Well, that means that if
$$
0 = F(t, \vec{x}(t), \tfrac{d}{dt} \vec{x}(t), \ldots)
$$
then
\begin{align}
0 &= F(t, \vec{x}'(t), \tfrac{d}{dt} \vec{x}'(t), \ldots) \\
&= F(t, \vec{x}(t) + \vec{v} t, \tfrac{d}{dt} \vec{x}(t) + \vec{v}, \ldots ).
\end{align}
Just as before, we can differentiate by $v_i$ to find that
\begin{align}
0 &= \frac{\partial}{\partial v_i} F(t, \vec{x}(t) + \vec{v} t, \tfrac{d}{dt} \vec{x}(t) + \vec{v}, \ldots) \\
&= \frac{\partial F}{\partial x_i} t + \frac{\partial F}{\partial \dot{x_i} } \\
&= \frac{\partial F}{\partial \dot{x_i} }
\end{align}
where in the final step we used the equation we got from translational invariance. The equation $\frac{\partial F}{\partial \dot{x_i}} = 0$ means that $F$ cannot depend on the velocity! Therefore, taking both of these symmetries into account, $F$ can only depend on $t$ and derivatives of position of order $2$ or higher.
$$
F = F(t, \frac{d^2}{d t^2} \vec{x}(t), \frac{d^3}{d t^3} \vec{x}(t), \ldots)
$$
Now, have we proved that acceleration must be constant? Well, sadly, no. We've just showed that the acceleration can't depend on position or velocity. However, if we add a few assumptions, that
- The laws of physics don't depend explicitly on the time coordinate $t$
- The laws of physics don't depend on derivatives of position to order $3$ or more
then we can conclude that the laws of physics must only depend on the second derivative, i.e.
$$
F = F( \frac{d^2}{d t^2} \vec{x}(t) )
$$
for which the only possibilities amount to the acceleration being constant.
Now, you might argue that, while assuming that the laws of physics don't depend explicitly on $t$ might be somewhat reasonable, assuming that they don't depend on derivatives higher than $3$ is a big assumption. I agree with you. However, it happens to be an empirically accepted fact, and the truth of the matter is that having a law of physics of the form
$$
\frac{d^3}{dt^3} \vec{x}(t) = \vec{b}
$$
is perfectly consistent with Gallilean (and position) invariance. It just so happens that physics is not of this form. (If you are interested in why physics doesn't depend on the third derivative, there are some pretty interesting answers on this site, but I won't go into it here.)
So, TLDR: If you assume that if the laws of physics are invariant under time translations, space translations, and Gallilean translation, AND that they don't involve derivatives higher than two, then the only possibility for the laws is that the acceleration must be constant.