Proposition 17
Tag 0BFL, permanent. Cite it as [Bourbaki, Tag 0BFL].
General Topology, chapter II, § 3. Complete spaces
Let be a uniform space, its associated Hausdorff space, and let be a mapping of onto a Hausdorff uniform space , such that the uniformity of is the inverse image under of the uniformity of . Then the mapping such that is an isomorphism.
By Proposition 16, is uniformly continuous; also is obviously surjective, and is also injective because the relation implies by definition that belongs to all the entourages of , and therefore that (no. 7, Proposition 12). Finally, the entourages of are the images under of the entourages of (, no. 4, Remark), hence they are also the images under of the entourages of (no. 7, Proposition 12); hence the result.
Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.