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| 1 | +import {setup} from '../../../../setup.mjs'; |
| 2 | + |
| 3 | +const appName = 'MemoryCoreTest'; |
| 4 | + |
| 5 | +process.env.MODEL_PROVIDER = 'ollama'; |
| 6 | +process.env.OLLAMA_MODEL = 'gemma4'; |
| 7 | + |
| 8 | +setup({ |
| 9 | + neoConfig: { |
| 10 | + allowVdomUpdatesInTests: false, |
| 11 | + unitTestMode : true, |
| 12 | + useDomApiRenderer : false |
| 13 | + }, |
| 14 | + appConfig: { |
| 15 | + name : appName, |
| 16 | + isMounted : () => true, |
| 17 | + vnodeInitialising: false |
| 18 | + } |
| 19 | +}); |
| 20 | + |
| 21 | +import { test, expect } from '@playwright/test'; |
| 22 | +import path from 'path'; |
| 23 | +import {fileURLToPath} from 'url'; |
| 24 | +import dotenv from 'dotenv'; |
| 25 | + |
| 26 | +const __filename = fileURLToPath(import.meta.url); |
| 27 | +const __dirname = path.dirname(__filename); |
| 28 | +dotenv.config({path: path.resolve(__dirname, '../../../../../../.env'), quiet: true}); |
| 29 | + |
| 30 | +test.describe('Memory Core Offline Summarization', () => { |
| 31 | + let SDK, TextEmbeddingService, dummySessionId; |
| 32 | + let localModelActive = false; |
| 33 | + |
| 34 | + // We must use dynamic imports in Playwright tests inside beforeAll or the test body |
| 35 | + // because Neo globals are established during setup() |
| 36 | + test.beforeAll(async () => { |
| 37 | + SDK = await import('../../../../../../ai/services.mjs'); |
| 38 | + TextEmbeddingService = (await import('../../../../../../ai/mcp/server/memory-core/services/TextEmbeddingService.mjs')).default; |
| 39 | + |
| 40 | + // Force 'ollama' routing for this test |
| 41 | + SDK.Memory_Config.data.modelProvider = 'ollama'; |
| 42 | + SDK.Memory_Config.data.ollama.model = 'gemma4'; |
| 43 | + SDK.Memory_Config.data.ollama.embeddingModel = 'gemma4'; |
| 44 | + SDK.Memory_Config.data.autoSummarize = false; |
| 45 | + |
| 46 | + // Offline tests cannot hit Gemini's API. Mock TextEmbeddingService. |
| 47 | + TextEmbeddingService.embedText = async () => new Array(3072).fill(Math.random()); |
| 48 | + |
| 49 | + // Check if Ollama daemon and gemma4 are available |
| 50 | + try { |
| 51 | + const host = SDK.Memory_Config.data.ollama.host; |
| 52 | + const res = await fetch(`${host}/api/tags`); |
| 53 | + if (res.ok) { |
| 54 | + const data = await res.json(); |
| 55 | + const hasGemma4 = data.models?.some(m => m.name.startsWith('gemma4')); |
| 56 | + if (hasGemma4) { |
| 57 | + localModelActive = true; |
| 58 | + } |
| 59 | + } |
| 60 | + } catch (e) { |
| 61 | + console.log('[Playwright] Ollama daemon not reachable, skipping active test logic.'); |
| 62 | + } |
| 63 | + }); |
| 64 | + |
| 65 | + test.afterAll(async () => { |
| 66 | + // Clean up dummy turns so we don't pollute the real memory core |
| 67 | + if (dummySessionId && localModelActive) { |
| 68 | + try { |
| 69 | + const memCol = await SDK.Memory_ChromaManager.getMemoryCollection(); |
| 70 | + await memCol.delete({ where: { sessionId: dummySessionId } }); |
| 71 | + |
| 72 | + const sumCol = await SDK.Memory_ChromaManager.getSummaryCollection(); |
| 73 | + await sumCol.delete({ where: { sessionId: dummySessionId } }); |
| 74 | + console.log(`[Cleanup] Deleted dummy session ${dummySessionId} from DB.`); |
| 75 | + } catch (e) { |
| 76 | + console.warn(`[Cleanup] Failed to delete session ${dummySessionId}:`, e); |
| 77 | + } |
| 78 | + } |
| 79 | + }); |
| 80 | + |
| 81 | + test('SessionService routes to Ollama (gemma4) via SDK and correctly summarizes memories', async () => { |
| 82 | + test.setTimeout(300000); // 5 minutes to allow Gemma 4 to fully summarize on slow hardware |
| 83 | + |
| 84 | + if (!localModelActive) { |
| 85 | + test.skip(true, 'Skipping: Ollama or gemma4 not found locally'); |
| 86 | + return; |
| 87 | + } |
| 88 | + |
| 89 | + console.log('INIT DB Lifecycled...'); |
| 90 | + await SDK.Memory_LifecycleService.ready(); |
| 91 | + |
| 92 | + console.log('Waiting SessionService.initAsync() implicitly via SDK'); |
| 93 | + await SDK.Memory_SessionService.initAsync(); |
| 94 | + |
| 95 | + dummySessionId = crypto.randomUUID(); |
| 96 | + console.log(`[Playwright] Generating Dummy Turns for session ${dummySessionId}...`); |
| 97 | + |
| 98 | + const turns = [ |
| 99 | + { prompt: "How do I create a Neo.mjs button?", thought: "Query the UI library for buttons.", response: "Use Neo.button.Base configs." }, |
| 100 | + { prompt: "Now make it red.", thought: "Use inline styles or cls.", response: "Add style: {color: 'red'} to the element." }, |
| 101 | + { prompt: "Does it support icons?", thought: "Check iconCls.", response: "Yes, use the iconCls property." }, |
| 102 | + { prompt: "How to handle clicks?", thought: "DOM events dispatcher.", response: "Bind a click listener via domListeners property." }, |
| 103 | + { prompt: "Can a button float?", thought: "Neo components support floating.", response: "Set floating: true." } |
| 104 | + ]; |
| 105 | + |
| 106 | + // Ensure database is ready before adding memories |
| 107 | + await SDK.Memory_ChromaManager.ready(); |
| 108 | + |
| 109 | + for (const turn of turns) { |
| 110 | + const addResult = await SDK.Memory_Service.addMemory({ |
| 111 | + prompt: turn.prompt, |
| 112 | + thought: turn.thought, |
| 113 | + response: turn.response, |
| 114 | + sessionId: dummySessionId |
| 115 | + }); |
| 116 | + if (addResult.error) console.error('ADD_MEMORY ERROR:', addResult); |
| 117 | + } |
| 118 | + |
| 119 | + console.log(`[Playwright] Injected 5 dummy turns via SDK. Triggering Memory_SessionService.summarizeSession...`); |
| 120 | + const startTime = Date.now(); |
| 121 | + |
| 122 | + // This invokes local Gemma 4 |
| 123 | + const result = await SDK.Memory_SessionService.summarizeSession(dummySessionId); |
| 124 | + |
| 125 | + console.log(`[Playwright] Summarization complete! Took ${Math.round((Date.now()-startTime)/1000)}s`); |
| 126 | + console.log('Summarization Result:', result); |
| 127 | + |
| 128 | + expect(result).not.toBeNull(); |
| 129 | + expect(result.sessionId).toBe(dummySessionId); |
| 130 | + expect(result.memoryCount).toBe(5); |
| 131 | + expect(result.summaryId).toBe(`summary_${dummySessionId}`); |
| 132 | + expect(result.title).toBeTruthy(); |
| 133 | + |
| 134 | + // Verify summary actually got written |
| 135 | + const summaryCollection = await SDK.Memory_ChromaManager.getSummaryCollection(); |
| 136 | + const savedSummary = await summaryCollection.get({ |
| 137 | + ids: [result.summaryId], |
| 138 | + include: ['metadatas', 'documents'] |
| 139 | + }); |
| 140 | + |
| 141 | + expect(savedSummary.ids.length).toBe(1); |
| 142 | + const metadata = savedSummary.metadatas[0]; |
| 143 | + |
| 144 | + console.log('[Playwright] Gemma 4 Summary generated:', savedSummary.documents[0]); |
| 145 | + console.log('[Playwright] Metadata Extracted:', metadata); |
| 146 | + expect(metadata.title).toBeDefined(); |
| 147 | + expect(typeof metadata.quality).toBe('number'); |
| 148 | + expect(typeof metadata.productivity).toBe('number'); |
| 149 | + }); |
| 150 | +}); |
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