Proposition 9
Tag 0BEZ, permanent. Cite it as [Bourbaki, Tag 0BEZ].
General Topology, chapter II, § 3. Complete spaces
Let be a uniform space and let be a dense subset of such that every Cauchy filter base on converges in . Then is complete.
It is enough to show that every minimal Cauchy filter on is convergent. Since is dense and since every set of has a non-empty interior (no. 2, Corollary 4 to Proposition 5), the trace of on is a Cauchy filter on , hence converges to a point . Since is coarser than the filter on generated by , it follows that converges to (no. 2, Corollary 3 to Proposition 5).
Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.