Use when running comprehensive WCAG accessibility audits with axe-core + pa11y + Lighthouse, generating context-aware remediation, or testing video accessibility. Supports 3-tier browser cascade with graceful degradation.
日本語の概要は準備中です。原文の説明を表示しています。
Use when testing enterprise integrations across SAP, middleware, WMS, or backend systems, validating E2E enterprise flows, testing SAP-specific patterns (RFC, BAPI, IDoc, OData, Fiori), or enforcing cross-system quality gates.
日本語の概要は準備中です。原文の説明を表示しています。
実行スコア 未検証
インストール方法を見るインストールする前に、エージェントに与えられる指示の中身を確認できます。
UI-level enterprise integration checks (SAP Fiori launchpad smoke tests, admin UI validation) should use the qe-browser fleet skill. RFC/BAPI/IDoc/OData/SOAP testing continues to use the dedicated qe-soap-tester, qe-sap-rfc-tester, qe-sap-idoc-tester, and qe-odata-contract-tester agents. See .claude/skills/qe-browser/SKILL.md.
<default_to_action> When testing enterprise integrations or SAP-connected systems:
Agent Selection Guide:
qe-sap-rfc-testerqe-sap-idoc-testerqe-odata-contract-testerqe-soap-testerqe-message-broker-testerqe-middleware-validatorqe-sod-analyzerCritical Success Factors:
| Integration | Protocol | Agent | Typical Use |
|---|---|---|---|
| SAP RFC/BAPI | RFC | qe-sap-rfc-tester | Real-time SAP function calls |
| SAP IDoc | ALE/EDI | qe-sap-idoc-tester | Asynchronous document exchange |
| SAP OData | REST/OData | qe-odata-contract-tester | Fiori apps, external APIs |
| SOAP/ESB | SOAP/HTTP | qe-soap-tester | Legacy service integration |
| Message Broker | AMQP/JMS | qe-message-broker-tester | Async messaging (MQ, Kafka) |
| Middleware | Various | qe-middleware-validator | Routing, transformation |
| Authorization | SAP Auth | qe-sod-analyzer | SoD conflicts, role testing |
| Scenario | Must Test | Example |
|---|---|---|
| E2E Order Flow | Full order lifecycle | Web order -> SAP Sales Order -> WMS Pick -> Ship -> Invoice |
| Data Consistency | Cross-system match | SAP inventory = WMS inventory |
| IDoc Processing | Inbound/outbound | Purchase order IDoc -> SAP PO creation |
| Authorization | SoD compliance | User cannot create AND approve PO |
| Error Recovery | Compensation | Failed payment -> reverse inventory reservation |
| Master Data Sync | Replication accuracy | Material master in SAP = Product in WMS |
qe-sap-rfc-tester: SAP RFC/BAPI function module testingqe-sap-idoc-tester: IDoc inbound/outbound processing validationqe-odata-contract-tester: OData service contract and Fiori app testingqe-soap-tester: SOAP/WSDL contract validation and WS-Securityqe-message-broker-tester: Message broker flows, DLQ, orderingqe-middleware-validator: ESB routing, transformation, EIP patternsqe-sod-analyzer: Segregation of Duties and authorization testingdescribe('Order-to-Cash E2E Flow', () => {
it('processes web order through SAP to warehouse fulfillment', async () => {
// Step 1: Create order via web API
const webOrder = await api.post('/orders', {
customerId: 'CUST-1000',
items: [{ materialNumber: 'MAT-500', quantity: 10 }],
shippingAddress: { city: 'Portland', state: 'OR' }
});
expect(webOrder.status).toBe(201);
const webOrderId = webOrder.body.orderId;
// Step 2: Verify SAP Sales Order created via middleware
const sapOrder = await sapClient.call('BAPI_SALESORDER_GETLIST', {
CUSTOMER_NUMBER: 'CUST-1000',
SALES_ORGANIZATION: '1000'
});
const matchingSapOrder = sapOrder.find(o => o.PURCHASE_ORDER_NO === webOrderId);
expect(matchingSapOrder).toBeDefined();
const sapOrderId = matchingSapOrder.SD_DOC;
// Step 3: Verify WMS received pick instruction
const wmsPickTask = await wmsApi.get(`/pick-tasks?externalRef=${sapOrderId}`);
expect(wmsPickTask.status).toBe(200);
expect(wmsPickTask.body.status).toBe('PENDING');
// Step 4: Complete pick in WMS
await wmsApi.post(`/pick-tasks/${wmsPickTask.body.taskId}/complete`, {
pickedItems: [{ sku: 'MAT-500', quantity: 10, location: 'A-01-03' }]
});
// Step 5: Verify SAP delivery created (via IDoc confirmation)
await waitFor(async () => {
const delivery = await sapClient.call('BAPI_DELIVERYPROCESSING_GETLIST', {
SALES_ORDER: sapOrderId
});
return delivery.length > 0 && delivery[0].DELVRY_STATUS === 'C';
}, { timeout: 30000, interval: 3000 });
// Step 6: Verify invoice posted in SAP
await waitFor(async () => {
const invoice = await sapClient.call('BAPI_BILLINGDOC_GETLIST', {
REFDOCNUMBER: sapOrderId
});
return invoice.length > 0;
}, { timeout: 30000, interval: 3000 });
});
});
describe('Procure-to-Pay E2E Flow', () => {
it('creates purchase requisition through to vendor payment', async () => {
// Step 1: Create Purchase Requisition
const prResult = await sapClient.call('BAPI_PR_CREATE', {
PRHEADER: { PR_TYPE: 'NB', CTRL_IND: '' },
PRHEADERX: { PR_TYPE: 'X' },
PRITEMS: [{ MATERIAL: 'MAT-RAW-100', QUANTITY: 500, UNIT: 'EA', PLANT: '1000' }]
});
expect(prResult.NUMBER).toBeDefined();
const prNumber = prResult.NUMBER;
// Step 2: Verify PR triggers sourcing (ME57 equivalent)
const sourcingResult = await sapClient.call('BAPI_PR_GETDETAIL', {
NUMBER: prNumber
});
expect(sourcingResult.PRITEM[0].PREQ_NO).toBe(prNumber);
// Step 3: Create Purchase Order from PR
const poResult = await sapClient.call('BAPI_PO_CREATE1', {
POHEADER: { COMP_CODE: '1000', DOC_TYPE: 'NB', VENDOR: 'VEND-500' },
POITEMS: [{ PO_ITEM: '00010', MATERIAL: 'MAT-RAW-100', QUANTITY: 500, PLANT: '1000' }]
});
expect(poResult.PO_NUMBER).toBeDefined();
// Step 4: Verify PO IDoc sent to vendor
const idocStatus = await sapClient.call('IDOC_STATUS_READ', {
DOCNUM: poResult.IDOC_NUMBER
});
expect(idocStatus.STATUS).toBe('03'); // Successfully sent
});
});
describe('SAP RFC/BAPI Testing', () => {
it('validates BAPI return structure and error handling', async () => {
// Test with valid input
const result = await sapClient.call('BAPI_MATERIAL_GETDETAIL', {
MATERIAL: 'MAT-EXIST'
});
expect(result.RETURN.TYPE).not.toBe('E');
expect(result.MATERIAL_GENERAL_DATA.MATL_DESC).toBeDefined();
// Test with invalid material
const errorResult = await sapClient.call('BAPI_MATERIAL_GETDETAIL', {
MATERIAL: 'MAT-NONEXIST'
});
expect(errorResult.RETURN.TYPE).toBe('E');
expect(errorResult.RETURN.MESSAGE).toContain('does not exist');
});
it('handles BAPI commit correctly', async () => {
const createResult = await sapClient.call('BAPI_SALESORDER_CREATEFROMDAT2', {
ORDER_HEADER_IN: {
DOC_TYPE: 'OR',
SALES_ORG: '1000',
DISTR_CHAN: '10',
DIVISION: '00'
},
ORDER_PARTNERS: [{ PARTN_ROLE: 'AG', PARTN_NUMB: 'CUST-1000' }],
ORDER_ITEMS_IN: [{ MATERIAL: 'MAT-500', TARGET_QTY: 10 }]
});
// Must call BAPI_TRANSACTION_COMMIT to persist
await sapClient.call('BAPI_TRANSACTION_COMMIT', { WAIT: 'X' });
// Verify order exists after commit
const getResult = await sapClient.call('BAPI_SALESORDER_GETDETAIL', {
SALESDOCUMENT: createResult.SALESDOCUMENT
});
expect(getResult.ORDER_HEADER_OUT.SD_DOC_CAT).toBe('C');
});
});
describe('SAP IDoc Processing', () => {
it('validates inbound IDoc creates correct SAP document', async () => {
// Send IDoc via middleware
const idocPayload = {
IDOCTYP: 'ORDERS05',
MESTYP: 'ORDERS',
SNDPOR: 'SAPEXT',
SNDPRT: 'LS',
SNDPRN: 'EXTERN',
RCVPOR: 'SAPSI1',
RCVPRT: 'LS',
RCVPRN: 'SAPCLNT100',
segments: {
E1EDK01: { BELNR: 'EXT-PO-001' },
E1EDK14: [{ QUESSION: '001', ORGID: '1000' }],
E1EDP01: [{ POSEX: '000010', MENGE: '100', MENEE: 'EA', MATNR: 'MAT-500' }]
}
};
const idocNumber = await middlewareClient.sendIDoc(idocPayload);
// Wait for IDoc processing in SAP
await waitFor(async () => {
const status = await sapClient.call('IDOC_STATUS_READ', { DOCNUM: idocNumber });
return status.STATUS === '53'; // Application document posted successfully
}, { timeout: 60000, interval: 5000 });
// Verify SAP document was created
const sapDoc = await sapClient.call('BAPI_SALESORDER_GETLIST', {
PURCHASE_ORDER_NO: 'EXT-PO-001'
});
expect(sapDoc).toHaveLength(1);
});
it('handles IDoc error status correctly', async () => {
// Send IDoc with invalid material
const idocPayload = buildIdocPayload({ materialNumber: 'INVALID-MAT' });
const idocNumber = await middlewareClient.sendIDoc(idocPayload);
await waitFor(async () => {
const status = await sapClient.call('IDOC_STATUS_READ', { DOCNUM: idocNumber });
return ['51', '56'].includes(status.STATUS); // Error statuses
}, { timeout: 60000 });
const status = await sapClient.call('IDOC_STATUS_READ', { DOCNUM: idocNumber });
expect(status.STATUS_TEXT).toContain('Material');
});
});
describe('SAP OData Service Testing', () => {
it('validates OData entity CRUD operations', async () => {
// CREATE
const createResponse = await odataClient.post('/sap/opu/odata/sap/API_SALES_ORDER_SRV/A_SalesOrder', {
SalesOrderType: 'OR',
SalesOrganization: '1000',
DistributionChannel: '10',
OrganizationDivision: '00',
SoldToParty: 'CUST-1000'
});
expect(createResponse.status).toBe(201);
const salesOrder = createResponse.body.d.SalesOrder;
// READ with $expand
const readResponse = await odataClient.get(
`/sap/opu/odata/sap/API_SALES_ORDER_SRV/A_SalesOrder('${salesOrder}')?$expand=to_Item`
);
expect(readResponse.status).toBe(200);
expect(readResponse.body.d.SalesOrder).toBe(salesOrder);
// READ collection with $filter
const listResponse = await odataClient.get(
`/sap/opu/odata/sap/API_SALES_ORDER_SRV/A_SalesOrder?$filter=SoldToParty eq 'CUST-1000'&$top=10`
);
expect(listResponse.status).toBe(200);
expect(listResponse.body.d.results.length).toBeGreaterThan(0);
});
it('validates OData $metadata contract', async () => {
const metadata = await odataClient.get(
'/sap/opu/odata/sap/API_SALES_ORDER_SRV/$metadata'
);
expect(metadata.status).toBe(200);
const parsedMetadata = parseEdmx(metadata.body);
expect(parsedMetadata.entityTypes).toContain('A_SalesOrder');
expect(parsedMetadata.entityTypes).toContain('A_SalesOrderItem');
// Validate required properties exist
const salesOrderType = parsedMetadata.getEntityType('A_SalesOrder');
expect(salesOrderType.properties).toContain('SalesOrder');
expect(salesOrderType.properties).toContain('SalesOrderType');
expect(salesOrderType.navigationProperties).toContain('to_Item');
});
});
describe('Fiori Launchpad App Testing', () => {
it('validates Fiori tile loads and displays correct data', async () => {
await page.goto(`${fioriLaunchpadUrl}#SalesOrder-manage`);
// Wait for OData call to complete
await page.waitForResponse(resp =>
resp.url().includes('API_SALES_ORDER_SRV') && resp.status() === 200
);
// Verify smart table loaded with data
const tableRows = await page.locator('table tbody tr');
expect(await tableRows.count()).toBeGreaterThan(0);
// Verify filter bar is functional
await page.fill('[data-sap-ui="filterField-SalesOrder"]', '1000000');
await page.click('[data-sap-ui="btnGo"]');
await page.waitForResponse(resp =>
resp.url().includes("$filter=SalesOrder eq '1000000'")
);
});
});
describe('Cross-System Data Consistency', () => {
it('SAP inventory matches WMS inventory', async () => {
const materials = ['MAT-100', 'MAT-200', 'MAT-300'];
for (const material of materials) {
// Get SAP stock
const sapStock = await sapClient.call('BAPI_MATERIAL_STOCK_REQ_LIST', {
MATERIAL: material,
PLANT: '1000'
});
const sapQuantity = parseFloat(sapStock.TOTAL_STOCK);
// Get WMS inventory
const wmsInventory = await wmsApi.get(`/inventory/${material}`);
const wmsQuantity = wmsInventory.body.availableQuantity;
expect(wmsQuantity).toBe(sapQuantity);
}
});
it('customer master data is consistent across systems', async () => {
const customerId = 'CUST-1000';
const sapCustomer = await sapClient.call('BAPI_CUSTOMER_GETDETAIL', {
CUSTOMERNO: customerId
});
const crmCustomer = await crmApi.get(`/customers/${customerId}`);
const wmsCustomer = await wmsApi.get(`/customers/${customerId}`);
// Core fields must match
expect(crmCustomer.body.name).toBe(sapCustomer.CUSTOMER_GENERAL_DATA.NAME);
expect(wmsCustomer.body.name).toBe(sapCustomer.CUSTOMER_GENERAL_DATA.NAME);
expect(crmCustomer.body.taxId).toBe(sapCustomer.CUSTOMER_GENERAL_DATA.TAX_NUMBER);
});
it('order status is synchronized across all systems', async () => {
const orderId = 'ORD-SYNC-TEST';
// Create order and wait for propagation
await api.post('/orders', { orderId, customerId: 'CUST-1000', items: [{ sku: 'MAT-100', qty: 5 }] });
await sleep(10000); // Allow for async propagation
const webStatus = (await api.get(`/orders/${orderId}`)).body.status;
const sapStatus = (await sapClient.call('BAPI_SALESORDER_GETDETAIL', {
SALESDOCUMENT: orderId
})).ORDER_HEADER_OUT.DOC_STATUS;
const wmsStatus = (await wmsApi.get(`/orders/${orderId}`)).body.status;
// All systems should reflect same logical status
expect(mapSapStatus(sapStatus)).toBe(webStatus);
expect(mapWmsStatus(wmsStatus)).toBe(webStatus);
});
});
describe('Enterprise Test Data Strategy', () => {
// Master data setup - reusable across test suites
const masterDataFixture = {
async setup() {
// Create customer in SAP (source of truth)
const customer = await sapClient.call('BAPI_CUSTOMER_CREATE', {
PI_COPYREFERENCE: { SALESORG: '1000', DISTR_CHAN: '10' },
PI_PERSONALDATA: { FIRSTNAME: 'Test', LASTNAME: `Customer-${Date.now()}` }
});
await sapClient.call('BAPI_TRANSACTION_COMMIT', { WAIT: 'X' });
// Wait for replication to downstream systems
await waitFor(async () => {
const wms = await wmsApi.get(`/customers/${customer.CUSTOMERNO}`);
return wms.status === 200;
}, { timeout: 60000 });
return { customerId: customer.CUSTOMERNO };
},
async teardown(customerId) {
// Mark customer for deletion (SAP does not hard delete)
await sapClient.call('BAPI_CUSTOMER_CHANGEFROMDATA', {
CUSTOMERNO: customerId,
PI_PERSONALDATA: { DELETION_FLAG: 'X' }
});
await sapClient.call('BAPI_TRANSACTION_COMMIT', { WAIT: 'X' });
}
};
let testCustomer;
beforeAll(async () => {
testCustomer = await masterDataFixture.setup();
});
afterAll(async () => {
await masterDataFixture.teardown(testCustomer.customerId);
});
it('uses properly replicated test customer', async () => {
const order = await api.post('/orders', {
customerId: testCustomer.customerId,
items: [{ sku: 'MAT-100', qty: 1 }]
});
expect(order.status).toBe(201);
});
});
| Environment | Purpose | Data | SAP Client | Access |
|---|---|---|---|---|
| Sandbox (SBX) | Developer exploration | Sample data | 100 | Open |
| Development (DEV) | Feature development | Synthetic | 200 | Dev team |
| Integration (INT) | Cross-system testing | Controlled sets | 300 | QE + Dev |
| Quality (QAS) | Release validation | Production-like | 400 | QE only |
| Pre-Production (PRE) | Final verification | Masked production copy | 500 | Release team |
| Production (PRD) | Live system | Real data | 600 | Operations |
// Environment-aware test configuration
const envConfig = {
INT: {
sapClient: '300',
sapHost: 'sap-int.company.com',
wmsHost: 'wms-int.company.com',
middlewareHost: 'esb-int.company.com',
testDataStrategy: 'synthetic', // Create and teardown
maxParallelTests: 5
},
QAS: {
sapClient: '400',
sapHost: 'sap-qas.company.com',
wmsHost: 'wms-qas.company.com',
middlewareHost: 'esb-qas.company.com',
testDataStrategy: 'reserved-sets', // Pre-allocated test data
maxParallelTests: 3
}
};
function getTestConfig() {
const env = process.env.TEST_ENVIRONMENT || 'INT';
return envConfig[env];
}
const enterpriseFlags = {
HAS_MIDDLEWARE: true, // ESB/middleware in the flow
HAS_SAP_INTEGRATION: true, // SAP RFC/BAPI/IDoc/OData calls
HAS_AUTHORIZATION: true, // SoD and role-based access
HAS_CROSS_SYSTEM_DATA: true, // Data replicated across systems
HAS_ASYNC_PROCESSING: true, // IDoc, message queue, batch jobs
HAS_LEGACY_PROTOCOL: true // SOAP, RFC, flat-file, EDI
};
describe('Enterprise Release Readiness', () => {
it('passes all enterprise quality gates', async () => {
const gates = [
{
name: 'Cross-System Data Consistency',
check: async () => {
const results = await runDataReconciliation(['MAT-100', 'MAT-200']);
return results.every(r => r.consistent);
}
},
{
name: 'IDoc Processing Success Rate',
check: async () => {
const stats = await sapClient.call('IDOC_STATUS_SUMMARY', { PERIOD: 'LAST_24H' });
const successRate = stats.SUCCESS / stats.TOTAL;
return successRate >= 0.99; // 99% threshold
}
},
{
name: 'Middleware Error Rate',
check: async () => {
const errors = await middlewareMonitor.getErrorCount({ period: '24h' });
return errors < 10; // Less than 10 errors in 24h
}
},
{
name: 'SoD Violations',
check: async () => {
const violations = await sodAnalyzer.scan({ scope: 'changed-roles' });
return violations.critical === 0;
}
},
{
name: 'E2E Order Flow',
check: async () => {
const result = await runE2EOrderFlow();
return result.allStepsCompleted && result.duration < 120000; // Under 2 minutes
}
}
];
for (const gate of gates) {
const passed = await gate.check();
expect(passed).toBe(true);
}
});
});
// SAP RFC/BAPI function testing
await Task("SAP BAPI Validation", {
bapis: ['BAPI_SALESORDER_CREATEFROMDAT2', 'BAPI_SALESORDER_GETDETAIL'],
testScenarios: ['valid-input', 'missing-required', 'invalid-customer', 'commit-rollback'],
validateReturnStructure: true
}, "qe-sap-rfc-tester");
// IDoc processing validation
await Task("IDoc Flow Validation", {
idocType: 'ORDERS05',
direction: 'inbound',
testStatuses: ['53-success', '51-application-error', '56-syntax-error'],
validateSapDocument: true
}, "qe-sap-idoc-tester");
// OData contract testing
await Task("OData Service Contract Test", {
serviceUrl: '/sap/opu/odata/sap/API_SALES_ORDER_SRV',
validateMetadata: true,
testCrud: true,
testFilters: ['$filter', '$expand', '$orderby', '$top', '$skip'],
checkBackwardCompatibility: true
}, "qe-odata-contract-tester");
// SOAP service validation
await Task("SOAP Service Validation", {
wsdl: 'services/OrderService.wsdl',
operations: ['CreateOrder', 'GetOrderStatus'],
testWsSecurity: true,
testFaultCodes: true
}, "qe-soap-tester");
// Middleware flow validation
await Task("Middleware Integration Test", {
flow: 'order-to-cash',
stages: ['web-api', 'esb-routing', 'sap-rfc', 'wms-api'],
testDLQ: true,
testCompensation: true,
validateCorrelationIds: true
}, "qe-middleware-validator");
// Message broker testing
await Task("Message Broker Validation", {
broker: 'ibm-mq',
queues: ['orders.inbound', 'orders.sap', 'orders.wms', 'orders.dlq'],
testOrdering: true,
testRetry: true
}, "qe-message-broker-tester");
// Segregation of Duties analysis
await Task("SoD Conflict Analysis", {
scope: 'changed-roles',
ruleSet: 'sap-standard',
criticalTransactions: ['ME21N', 'ME29N', 'MIRO', 'FB60'],
reportFormat: 'matrix'
}, "qe-sod-analyzer");
aqe/enterprise-integration/
flows/ - E2E flow definitions and test results
sap/
rfc-results/ - RFC/BAPI test outcomes
idoc-results/ - IDoc processing validation
odata-contracts/ - OData $metadata snapshots and diffs
middleware/
routing/ - ESB routing test results
transforms/ - Transformation validation
cross-system/
reconciliation/ - Data consistency reports
master-data/ - Master data sync validation
authorization/
sod-reports/ - SoD conflict analysis results
role-testing/ - Role and permission test results
quality-gates/ - Enterprise release gate results
const enterpriseFleet = await FleetManager.coordinate({
strategy: 'enterprise-integration',
agents: [
'qe-sap-rfc-tester', // SAP function module testing
'qe-sap-idoc-tester', // IDoc processing validation
'qe-odata-contract-tester', // OData/Fiori service testing
'qe-soap-tester', // SOAP/ESB endpoint testing
'qe-message-broker-tester', // Message broker flows
'qe-middleware-validator', // Middleware routing/transformation
'qe-sod-analyzer' // Authorization and SoD
],
topology: 'hierarchical'
});
await enterpriseFleet.execute({
flow: 'order-to-cash',
phases: [
{ name: 'contract-validation', agents: ['qe-odata-contract-tester', 'qe-soap-tester'] },
{ name: 'integration-testing', agents: ['qe-sap-rfc-tester', 'qe-sap-idoc-tester', 'qe-middleware-validator'] },
{ name: 'e2e-validation', agents: ['qe-message-broker-tester'] },
{ name: 'authorization-check', agents: ['qe-sod-analyzer'] }
]
});
Enterprise integration testing is about verifying that independently correct systems work correctly together. No system is an island. Test each integration boundary with protocol-appropriate tools, validate cross-system data consistency, and always include authorization and SoD checks. The biggest risks are in the seams between systems, not within them.
With Agents: Use specialized agents for each integration type (RFC, IDoc, OData, SOAP, messaging). Orchestrate them hierarchically: contract validation first, then integration testing, then E2E flows, then authorization. The enterprise fleet catches cross-system inconsistencies that single-system testing misses entirely.
まだレビューはありません。使ってみた感想をお寄せください。
ログインなしで書き込めます。使ってみた感想、質問、動かなかった環境などを気軽にどうぞ。
まだコメントはありません。最初のコメントを書いてみませんか。
Use when running comprehensive WCAG accessibility audits with axe-core + pa11y + Lighthouse, generating context-aware remediation, or testing video accessibility. Supports 3-tier browser cascade with graceful degradation.
日本語の概要は準備中です。原文の説明を表示しています。
WCAG 2.2 compliance testing, screen reader validation, and inclusive design verification. Use when ensuring legal compliance (ADA, Section 508), testing for disabilities, or building accessible applications for 1 billion disabled users globally.
日本語の概要は準備中です。原文の説明を表示しています。
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.
日本語の概要は準備中です。原文の説明を表示しています。
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
日本語の概要は準備中です。原文の説明を表示しています。
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.
日本語の概要は準備中です。原文の説明を表示しています。
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.
日本語の概要は準備中です。原文の説明を表示しています。