Proposition 5
Tag 09YM, permanent. Cite it as [Bourbaki, Tag 09YM].
Lie Groups and Lie Algebras, chapter I, § 5. Solvable Lie algebras
Let g be a Lie algebra and r its radical. (a) If ρ is a finite-dimensional representation of g and β is the associated bilinear form, r and g are orthogonal with respect to β. (b) r is the orthogonal of g with respect to the Killing form. Let x, y be in g, . Then and hence
(Theorem 1). Hence (a). Let r' be the orthogonal of g with respect to the Killing form. It is an ideal of g (§ 3, no. 6, Proposition 7 (a)) which contains r by the above. On the other hand, the image s of r' under the adjoint representation of g is solvable (Theorem 2) and hence r' is solvable being a central extension of s. Hence r' ⊂ r.
Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.