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Introduces a function to map LiteLLM finish reason strings to the internal types.FinishReason enum and populates the finish_reason field in LlmResponse. Removes custom logic for handling file URIs, including special casing for different providers, and updates tests accordingly Close #4125 Co-authored-by: George Weale <gweale@google.com> PiperOrigin-RevId: 856421317