Prove that the graph is connected
Call the $n$-vertex graph $G$. Choose any two vertices $u,v \in V(G)$. We want to find a $(u,v)$-path. Now if $u = v$ or $uv \in E(G)$, then we are done. So we may assume that $u \neq v$ and $uv \notin E(G)$. We will prove the stronger claim that there is some path of the form $u \to w \to v$ for some $w \in V(G)$.
Consider the neighbourhoods of each endpoint: \begin{align*} A &= \{a \in V(G) \mid ua \in E(G)\} \\ B &= \{b \in V(G) \mid vb \in E(G)\} \end{align*} It suffices to show that these neighbourhoods overlap (if they do, then we can just pick any $w \in A \cap B$ and we are done). Indeed, observe that: \begin{align*} |A \cap B| &= |A| + |B| - |A \cup B| \\ &= \deg(u) + \deg(v) - |A \cup B| \\ &\geq \frac{n - 1}{2} + \frac{n - 1}{2} - (n - 2) \\ &= 1 \end{align*} Hence, we conclude that $A\cap B \neq \varnothing$, as desired. $~~\blacksquare$
Proof:
If each degree is at least that, then each component has at least one vertex and $\frac{n-1}{2}$ others, so at least $\frac{n-1}{2}+1=\frac{n+1}{2}$ vertices. Two components would have at least twice as many vertices, which is n+1, more than the graph has.
(I realize this is the same as David's, but I don't like unnecessary variables so I feel it's still worth posting.)
Edit: Different wording, appropriate for the OP's stated terminology/knowledge:
Alternative proof:
Take any two vertices. Each has at least $\frac{n-1}{2}$ neighbors. If there were no path between our two vertices, then the two neighborhoods must be separate and we'd have at least $2\cdot(1+\frac{n-1}{2})=n+1$ vertices, more than the graph has.
suppose the graph has at least two distinct connected components, $C_1$ and $C_2$. denote by $c_1,c_2$ two vertices, one in each component.
$C_1$ has the vertex $c_1$ and at least $\frac{n-1}2$ other vertices, one for each edge incident to $c_1$, a total of at least $\frac{n+1}2$. likewise $C_2$ must have at least $\frac{n+1}2$ vertices.
the graph must therefore have at least $$ \frac{n+1}2 + \frac{n+1}2 = n+1 $$ vertices, contradicting the assumption