We develop an approach to study character sums, weighted by a multiplicative function f0pt:Fq[t]→S1$f\colon \mathbb {F}_q[t]\rightarrow S^1$, of the form
∑degfalse(Gfalse)=NG0.33emmonicffalse(Gfalse)χfalse(Gfalse)ξfalse(Gfalse),$$\begin{align*}\hskip7pc \sum _{\substack{\textnormal {deg}(G) = N \\ G \text{ monic}}}f(G)\chi (G)\xi (G), \end{align*}$$where χ is a Dirichlet character and ξ is a short interval character over Fq[t]$\mathbb {F}_q[t]$. We then deduce versions of the Matomäki–Radziwiłł theorem and Tao's two‐point logarithmic Elliott conjecture over function fields Fq[t]$\mathbb {F}_q[t]$, where q is fixed. The former of these improves on work of Gorodetsky, and the latter extends the work of Sawin–Shusterman on correlations of the Möbius function for various values of q. Compared with the integer setting, we encounter a different phenomenon, specifically a low characteristic issue in the case that q is a power of 2. As an application of our results, we give a short proof of the function field version of a conjecture of Kátai on classifying multiplicative functions with small increments, with the classification obtained and the proof being different from the existing one in the integer case. In a companion paper, we use these results to characterize the limiting behavior of partial sums of multiplicative functions in function fields and in particular to solve a “corrected” form of the Erdős discrepancy problem over Fq[t]$\mathbb {F}_q[t]$.