There are very few Catholic prayers to God as the Holy Spirit. This prayer comes from the Pentecost liturgy and the first two lines are the verses the faithful sing with the Alleluia before the Gospel on Pentecost.

Come, Holy Spirit, fill the hearts of your faithful
and kindle in them the fire of your love.
Send forth your Spirit and they shall be created,
and you shall renew the face of the earth.

Let us pray.

O God, who have taught the hearts of the faithful
by the light of the Holy Spirit,
grant that in the same Spirit we may be truly wise
and ever rejoice in his consolation.
Through Christ our Lord. Amen