import { describe, expect, it } from 'vitest' import { countTokens } from '../../packages/server/src/lib/context-compressor' import { estimateUsageTokensFromMessages } from '../../packages/server/src/services/hermes/run-chat/usage' describe('run-chat usage token estimates', () => { it('counts message content instead of serialized message payloads', () => { const messages = [ { role: 'user', content: 'hello from user' }, { role: 'assistant', content: 'hello from assistant' }, ] const usage = estimateUsageTokensFromMessages(messages) expect(usage.inputTokens).toBe(countTokens('hello from user')) expect(usage.outputTokens).toBe(countTokens('hello from assistant')) expect(usage.inputTokens + usage.outputTokens).toBeLessThan(countTokens(JSON.stringify(messages))) }) it('keeps assistant tool call tokens on the output side', () => { const messages = [ { role: 'assistant', content: 'calling tool', tool_calls: [{ id: 'call_1', type: 'function', function: { name: 'lookup', arguments: '{"q":"x"}' } }], }, ] const usage = estimateUsageTokensFromMessages(messages) expect(usage.inputTokens).toBe(0) expect(usage.outputTokens).toBe(countTokens('calling tool') + countTokens(String(messages[0].tool_calls || ''))) }) })