mirror of
https://github.com/google-gemini/gemini-cli.git
synced 2026-05-22 09:42:39 -07:00
31ebfb496a
- Created ToolPreselectionService using the classifier model to select only relevant tools for a given prompt. - Integrated pre-selection into LocalAgentExecutor and GeminiClient to automatically filter the tool registry. - Added `general.toolPreselection` toggle in configuration (enabled by default). - Added comprehensive unit tests and an E2E scenario confirming accurate tool reduction without loss of function. - Fixes #17113
108 lines
3.7 KiB
TypeScript
108 lines
3.7 KiB
TypeScript
/**
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* @license
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* Copyright 2026 Google LLC
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* SPDX-License-Identifier: Apache-2.0
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*/
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import { expect, describe, it, beforeEach, afterEach } from 'vitest';
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import { TestRig } from './test-helper.js';
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import { join } from 'node:path';
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describe('Tool Preselection Integration', () => {
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let rig: TestRig;
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beforeEach(() => {
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rig = new TestRig();
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});
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afterEach(async () => {
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if (rig) {
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await rig.cleanup();
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}
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});
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it('should perform tool pre-selection correctly', async () => {
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rig.setup('tool-preselection-v2', {
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fakeResponsesPath: join(
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import.meta.dirname,
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'tool-preselection.responses',
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),
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settings: {
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general: {
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toolPreselection: true,
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},
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},
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});
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const result = await rig.run({
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args: 'Please list the files in the current directory.',
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});
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// Verify it called list_directory as mocked
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expect(result).toContain('I listed the files.');
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// Wait for telemetry to flush
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await rig.waitForTelemetryEvent('api_request');
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const logs = rig.readTelemetryLogs();
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// 1st request: Tool pre-selection (classifier model)
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// 2nd request: Main agent call (with filtered tools)
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// 3rd request: Final response
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const apiRequests = logs.filter(
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(l) => l.attributes?.['event.name'] === 'gemini_cli.api_request',
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);
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// Find the request from the main agent loop (not the classifier)
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// Classifier request will have prompt_id: 'tool-preselection'
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const agentRequest = apiRequests.find(
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(l) =>
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l.attributes?.prompt_id?.includes('########') &&
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l.attributes?.prompt_id?.includes('agent'),
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);
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if (agentRequest) {
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// The prompt text is available in agentRequest.attributes.request_text
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// In the real code, tools are sent in the GenerateContentConfig, but
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// ApiRequestEvent logs the whole contents which might not show tools.
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// Wait, let's look at ApiRequestEvent constructor again.
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// It takes GenAIPromptDetails which has generate_content_config.
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// And toLogRecord puts prompt_id, request_text in attributes.
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}
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// Since we can't easily see the tool definitions in ApiRequestEvent's request_text (which is just 'contents')
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// and prompt.generate_content_config is not directly in attributes (it is in StartSessionEvent though?),
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// wait, ApiRequestEvent.toLogRecord:
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/*
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const attributes: LogAttributes = {
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...getCommonAttributes(config),
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'event.name': EVENT_API_REQUEST,
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'event.timestamp': this['event.timestamp'],
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model: this.model,
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prompt_id: this.prompt.prompt_id,
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request_text: this.request_text,
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};
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*/
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// It doesn't seem to log the tools in the flat telemetry log.
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// However, if ToolPreselectionService selected ONLY list_directory,
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// and the agent tried to call something else, it would fail or not have it.
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// Our mock responses are tailored:
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// 1. Classifier returns {relevant_tools: ["list_directory"]}
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// 2. Agent response calls list_directory.
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// This works. If tool preselection DIDN'T work, and our mock for turn 2 called say 'write_file',
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// it would still work because the mock doesn't care about what's in the prompt.
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// To truly verify pre-selection in E2E, we'd need to see the tools in the request.
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// Given the current telemetry, maybe we can look for the 'tool-preselection' prompt itself.
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const preselectionRequest = apiRequests.find(
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(l) => l.attributes?.prompt_id === 'tool-preselection',
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);
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expect(preselectionRequest).toBeDefined();
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expect(preselectionRequest?.attributes?.request_text).toContain(
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'select only the tools that are strictly necessary',
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);
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});
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});
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