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There's also a white and pink form of the Lathyrus vernus that's very pretty.
Leena, how about trying Primula sibthorpii? Here it grows and flowers well in limited sun and when the garden gets hot and dry it disappears. It has the ability to go dormant during the summer and then will reappear in the spring none the worse for wear. I have had it many years in a garden disliked by most primroses.
Think of adding plants that bloom in the spring and then go dormant. Adonis amurensis comes to mind, also some corydalis. You can even use Ranunculus ficaria 'Brazen Hussy'. Don't gasp over this suggestion. In my dry garden it is very well-behaved, flowers and then goes dormant. There are other named color forms to try. There are epimediums that would do well in this situation. Dicentra cucullaria would be a good addition - it is such a graceful and charming plant.