[Firebase AI] Update model versions and merge main in #1812
#1816
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Switched to
gemini-2.5-flash-litewhere feasible to keep testing costs low and, more importantly, replacedimagen-3.0-generate-002withimagen-4.0-fast-generate-001. Imagen 3 is deprecated on the Gemini Developer API as of 2025-11-10.