fix: use Gemini response metadata for token counting #11226
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Summary
Improved token counting for Gemini models by utilizing response metadata. Previously, the system used GPT-2 tokenizer which resulted in inaccurate token counts for both prompt and completion. Now, the system first attempts to get token counts from Gemini's response metadata, falling back to manual calculation only when metadata is unavailable. This change ensures accurate token counting and improves efficiency by leveraging native Gemini functionality.
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dev/reformat
(backend) andcd web && npx lint-staged
(frontend) to appease the lint gods