feat: add isolated memory spaces

tests/semantic-search.test.ts

@@ -120,6 +120,53 @@ describe('IdentityDB semantic search', () => {
     expect(matches[0]?.statement).toBe('Bun runs TypeScript tooling quickly.');
     expect(matches[0]!.score).toBeGreaterThan(matches[1]!.score);
   });
+
+  it('keeps semantic search isolated per space', async () => {
+    const isolatedDb = await IdentityDB.connect({ client: 'sqlite', filename: ':memory:' });
+    try {
+      await isolatedDb.initialize();
+
+      await isolatedDb.addFact({
+        statement: 'Bun runs TypeScript tooling quickly.',
+        spaceName: 'A',
+        topics: [
+          { name: 'Bun', category: 'entity', granularity: 'concrete' },
+          { name: 'TypeScript', category: 'entity', granularity: 'concrete' },
+        ],
+      });
+
+      await isolatedDb.addFact({
+        statement: 'TypeScript runtime tooling belongs to another tenant.',
+        spaceName: 'B',
+        topics: [
+          { name: 'TypeScript', category: 'entity', granularity: 'concrete' },
+        ],
+      });
+
+      await isolatedDb.indexFactEmbeddings({ provider, spaceName: 'A' });
+      await isolatedDb.indexFactEmbeddings({ provider, spaceName: 'B' });
+
+      const alphaMatches = await isolatedDb.searchFacts({
+        query: 'TypeScript runtime tooling',
+        provider,
+        spaceName: 'A',
+      });
+      const betaMatches = await isolatedDb.searchFacts({
+        query: 'TypeScript runtime tooling',
+        provider,
+        spaceName: 'B',
+      });
+
+      expect(alphaMatches.map((match) => match.statement)).toEqual([
+        'Bun runs TypeScript tooling quickly.',
+      ]);
+      expect(betaMatches.map((match) => match.statement)).toEqual([
+        'TypeScript runtime tooling belongs to another tenant.',
+      ]);
+    } finally {
+      await isolatedDb.close();
+    }
+  });
 });
 
 describe('IdentityDB dedup-aware ingestion', () => {
@@ -167,4 +214,26 @@ describe('IdentityDB dedup-aware ingestion', () => {
     expect(facts).toHaveLength(1);
     expect(facts[0]?.statement).toBe('Bun runs TypeScript tooling quickly.');
   });
+
+  it('does not reuse a semantic duplicate from another space', async () => {
+    const first = await db.ingestStatement('Bun runs TypeScript tooling quickly.', {
+      extractor,
+      embeddingProvider: provider,
+      spaceName: 'A',
+    });
+
+    const second = await db.ingestStatement('Bun makes TypeScript tooling fast.', {
+      extractor,
+      embeddingProvider: provider,
+      duplicateThreshold: 0.95,
+      spaceName: 'B',
+    });
+
+    const alphaFacts = await db.getTopicFacts('TypeScript', { spaceName: 'A' });
+    const betaFacts = await db.getTopicFacts('TypeScript', { spaceName: 'B' });
+
+    expect(second.id).not.toBe(first.id);
+    expect(alphaFacts).toHaveLength(1);
+    expect(betaFacts).toHaveLength(1);
+  });
 });