Let φ∈L∞(G). Denote by λφ the continuous linear form f↦⟨f,φ⟩ on L1(G). Then φ is the class of a function of positive type on G if and only if λφ is a positive continuous linear form on L1(G).
Suppose that λφ is a positive continuous linear form on L1(G). Let (E,x,π) be a cyclic Hilbert realization of λ (prop. 5 of V, p. 438).
Let π be a unitary representation of G in E such that π(f)=π(f) for every f∈L1(G) (prop. 12). Then λφ(f)=⟨x∣π(f)x⟩ for every f∈L1(G).
for every f∈L1(G) (INT, VI, p. 9, § 1, no1, prop. 1). Thus, φ is the class in L∞(G) of the function on G defined by g↦⟨x∣π(g)x⟩, which is a function of positive type on G (prop. 9 of V, p. 443).
Conversely, let φ∈ Pos(G). Let f∈K(G). Then we have
λφ(f∗∗f)=∫Gφ(y)∫GΔ(z)−1f(z−1)f(z−1y)dμ(z)dμ(y)
=∫Gφ(y)∫Gf(z)f(zy)dμ(z)dμ(y)
(INT, VII, p. 19, § 1, no3, formula (22)). The continuous function on G×G defined by (z,y)↦φ(y)f(z)f(zy) is bounded and
∫G∗∣φ(y)∣(∫G∗∣f(z)f(zy)∣dμ(z))dμ(y)
⩽φ(e)∫G∗∫G∗∣f(z)∣∣f(zy)∣dμ(z)dμ(y)
=φ(e)(∫G∗∣f(z)∣dμ(z))2
according to INT, V, p. 94, § 8, no3, prop. 8. We therefore deduce from the Lebesgue-Fubini theorem (INT, V, p. 96, § 8, no4, th. 1) that
λφ(f∗∗f)=∫Gf(z)∫Gφ(y)f(zy)dμ(y)dμ(z)
=∫G×Gf(z)f(y)φ(z−1y)d(μ⊗μ)(z,y)
This implies that λφ(f∗∗f)⩾0 by Theorem 1, (i) of V, p. 432 applied to the measure induced by μ on the support of f (INT, IV, p. 186, § 5, no7, def. 4). By continuity it follows that λφ(f∗∗f)⩾0 for every f∈L1(G).
The spaces L∞(G) and Cb(G) are endowed with their topologies as Banach spaces, whose norm is denoted by f↦∥f∥∞. Here we shall call weak topology on L∞(G), Cb(G) or Pos(G) the topology induced by the weak topology σ(L∞(G),L1(G)).
Since L∞(G) is identified with the dual of L1(G) (INT, V, p. 61, §5, no8, th. 4), every closed ball of L∞(G) is compact for the weak topology (EVT, III, p. 17, cor. 3).
Bourbaki sets the proof directly after the statement, and the corpus does not separate them, so what is above is the statement and its proof together.