Hi, Vijay - It's in the Glory and Praise hymnal from NALR (North American Liturgy Resources), which is now part of OCP (Oregon Catholic Press). I didn't think I'd ever heard the song, but I did find a MIDI here (click), and I found that I have a CD with an instrumental version.
-Joe Offer (e-mail sent)-

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In Your Love Remember Me
(Thomas J. Kendzia)

Chorus:
In you I hope all the day long
Because of your goodness, O Lord.
Remember the love You've shown from of old
In Your love remember me.

1. Do not let me down, protect me from my foes.
Turn to me for I am weak;
My eyes are always on you.

2. What joy is life in You,
What peace is life in You.
For you alone give me joy and peace,
You alone are Lord.

©1980, NALR