I hope to add a more complete answer to this question since this is a similar question to one which I had a personal problem with. I will also be mostly citing Classical dynamics of particles and systems by Thornton and Marion (5e). As Thornton and Marion alludes to, problems like this can be analogized to planets or stars interacting from a distance, but the theory applies to any central force.
The principle question at hand is whether making the transition from just looking at (for example) distant stars and considering the dynamics of a problem from a distant perspective to considering the system from a local perspective. Consider the graphic below from T&M
This graphic illustrates the idea I just described. From a distant perspective (see graphic (a)) our position vectors are essentially guaranteed to be measured from an inertial reference. This shall be assumed, and is the same thing as saying Newton's Second Law applies to these bodies relative to our inertial frame.
Relative to some arbitrary inertial reference, the (a) graphic shows the position vectors, the center of mass vector, and includes the relative vector $\vec{\bf r}$. The positions of body 1 and body 2 are given by the position vectors $\vec{\bf r}_1$ and $\vec{\bf r}_2$, respectively in this frame.
The short and simple answer is that making this transition from the general position vectors $\vec{\bf r}_1$, $\vec{\bf r}_2$ to the single relative vector $\vec{\bf r}$ does not create "fictitious" forces so long as the center of mass of the system does not itself accelerate. If we were considering orbital motion, then this is the same as requiring that there is no third object affecting the motion of these bodies. If this was about two bodies on a spring on a train, then the train must be stopped or at constant velocity.
All systems of more than two masses have a center of mass defined by
$$
\vec{\bf R}_{_\text{COM}}
=\vec{\bf R}
=\frac{1}{\sum_i^N m_i}\sum_i^N m_i \vec{\bf r}_i
=\frac{1}{M}(m_1\vec{\bf r}_1+m_2\vec{\bf r}_2)
$$
We can describe the positions relative to the center of mass.
$$
\vec{\bf r}_1=\vec{\bf R}+\vec{\bf r}'_1\\
\vec{\bf r}_2=\vec{\bf R}+\vec{\bf r}'_2
$$
Where the primed vectors are the $\vec{\bf r}_1$ and $\vec{\bf r}_2$ in the (b) graphic, respectively. If we substitute back into the definition of the center of mass we can get a new relation:
\begin{align*}
\vec{\bf R}
&=\frac{1}{M}(m_1\vec{\bf r}_1+m_2\vec{\bf r}_2)\\
&=\frac{1}{M}\big(m_1(\vec{\bf R}+\vec{\bf r}'_1)+m_2(\vec{\bf R}+\vec{\bf r}'_2)\big)\\
&=\frac{1}{M}\big((m_1+m_2)\vec{\bf R}+m_1\vec{r}'_1+m_2\vec{\bf r}'_2\big)\\
&=\vec{\bf R}+\frac{m_1}{M}\vec{\bf r}'_1+\frac{m_2}{M}\vec{\bf r}'_2\\
\Rightarrow\ 0&=\frac{m_1}{M}\vec{\bf r}'_1+\frac{m_2}{M}\vec{\bf r}'_2\\
\vec{\bf r}'_1&=-\frac{m_2}{m_1}\vec{\bf r}'_2
\end{align*}
The last relation we need is the plain ol' relative r vector defined by $\vec{\bf r}=\vec{\bf r}_1-\vec{\bf r}_2$. If we substitute for the prime vectors we get:
\begin{align*}
\vec{\bf r}
&=\vec{\bf r}_1-\vec{\bf r}_2\\
&=(\vec{\bf R}+\vec{\bf r}'_1)-(\vec{\bf R}+\vec{r}'_2)\\
&=\vec{\bf r}'_1-\vec{\bf r}'_2\\
\end{align*}
The last part we need is to express both position vectors solely in terms of $\vec{\bf R}$ and $\vec{\bf r}$. All we need to do is substitute.
\begin{align*}
\vec{\bf r}
&=\vec{\bf r}'_1-\vec{\bf r}'_2
\\
&=(1+\frac{m_1}{m_2})\vec{\bf r}'_1\ \Rightarrow \vec{\bf r}'_1=\frac{1}{(1+\frac{m_1}{m_2})}\vec{\bf r}=\frac{m_2}{m_1+m_2}\vec{\bf r}
\\
&=-(\frac{m_2}{m_1}+1)\vec{\bf r}'_2\ \Rightarrow \vec{\bf r}'_2=-\frac{1}{(\frac{m_2}{m_1}+1)}\vec{\bf r}=-\frac{m_1}{m_1+m_2}\vec{\bf r}
\\
\end{align*}
And so
$$
\vec{\bf r}_1=\vec{\bf R}+\frac{m_2}{m_1+m_2}\vec{\bf r}\\
\vec{\bf r}_2=\vec{\bf R}-\frac{m_1}{m_1+m_2}\vec{\bf r}
$$
I should note here that for a system to not be inertial here would entail that the center of mass of the system is accelerating. That is to say, it's under an external force. This would be similar to a star and planet system orbiting a black hole, or for springs on a train example, the train would be coming to a stop or leaving the train stop. Regardless of what system we are talking about, in order for the system to be experiencing only behavior associated with the central force, there must be no external forces acting on the system. This is the same as saying that the acceleration of the center of mass of our system is zero. Mathematically we would say $\ddot{\bf R}=0$.
Ultimately these fictitious forces do not appear in our equations unless we are attempting to "shift" our equations from the external perspective to a local perspective attached to the center of mass. If we see new so-called "fictitious forces" ($\vec{\bf F}_\text{Fict}$) acting on our system that appear to come from nowhere and are caused by nothing, then we call these inertial forces and we know that the system must be experiencing an external force that is not caused by it's constituent members.
If the system as a whole is experiencing inertial motion, we can write the acceleration portion of newtons second law:
$$
m_1\ddot{\vec{\bf r}}_1=\frac{m_1m_2}{m_1+m_2}\ddot{\vec{\bf r}}=\mu\ddot{\vec{\bf r}}\\
m_2\ddot{\vec{\bf r}}_2=-\frac{m_1m_2}{m_1+m_2}\ddot{\vec{\bf r}}=-\mu\ddot{\vec{\bf r}}\\
$$
What this tells us is that for central forces acting on a two-body system we can move from thinking about individual bodies moving with relation to each other, to thinking about a reduced mass body orbiting around a central point, the center of mass. The dynamics are the same and there are no inertial forces present.