Files
AIclinicalresearch/backend/scripts/test-pkb-apis-simple.ts
HaHafeng dfc0fe0b9a feat(pkb): Integrate pgvector and create Dify replacement plan
Summary:
- Migrate PostgreSQL to pgvector/pgvector:pg15 Docker image
- Successfully install and verify pgvector 0.8.1 extension
- Create comprehensive Dify-to-pgvector migration plan
- Update PKB module documentation with pgvector status
- Update system documentation with pgvector integration

Key changes:
- docker-compose.yml: Switch to pgvector/pgvector:pg15 image
- Add EkbDocument and EkbChunk data model design
- Design R-C-R-G hybrid retrieval architecture
- Add clinical data JSONB fields (pico, studyDesign, regimen, safety, criteria, endpoints)
- Create detailed 10-day implementation roadmap

Documentation updates:
- PKB module status: pgvector RAG infrastructure ready
- System status: pgvector 0.8.1 integrated
- New: Dify replacement development plan (01-Dify替换为pgvector开发计划.md)
- New: Enterprise medical knowledge base solution V2

Tested: PostgreSQL with pgvector verified, frontend and backend functionality confirmed
2026-01-20 00:00:58 +08:00

346 lines
10 KiB
TypeScript
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/**
* PKB模块API简化测试脚<E8AF95>?
* 测试现有知识库的各项功能
*/
import axios from 'axios';
const BASE_URL = 'http://localhost:3000';
interface TestResult {
name: string;
status: 'pass' | 'fail';
message: string;
duration?: number;
}
const results: TestResult[] = [];
function printResult(result: TestResult) {
const icon = result.status === 'pass' ? '<27>? : '<EFBFBD>?;
console.log(`${icon} ${result.name} ${result.duration ? `(${result.duration}ms)` : ''}`);
console.log(` ${result.message}`);
}
// 测试1健康检<E5BAB7>?
async function testHealthCheck(): Promise<TestResult> {
const startTime = Date.now();
try {
const response = await axios.get(`${BASE_URL}/api/v1/pkb/health`);
const duration = Date.now() - startTime;
if (response.data.status === 'ok') {
return {
name: '健康检查v2<76>?,
status: 'pass',
message: `知识库数: ${response.data.database.knowledgeBases}, schema: ${response.data.database.schema}`,
duration,
};
} else {
return {
name: 'v2<EFBFBD>?,
status: 'fail',
message: '返回状态异<E68081>?,
duration,
};
}
} catch (error: any) {
return {
name: 'v2<EFBFBD>?,
status: 'fail',
message: error.message,
duration: Date.now() - startTime,
};
}
}
// 测试2获取知识库列表v1 vs v2<76>?
async function testGetKnowledgeBases(): Promise<TestResult> {
try {
const startV1 = Date.now();
const v1Response = await axios.get(`${BASE_URL}/api/v1/knowledge-bases`);
const v1Duration = Date.now() - startV1;
const startV2 = Date.now();
const v2Response = await axios.get(`${BASE_URL}/api/v1/pkb/knowledge/knowledge-bases`);
const v2Duration = Date.now() - startV2;
const v1Count = v1Response.data.data?.length || 0;
const v2Count = v2Response.data.data?.length || 0;
if (v1Count === v2Count) {
return {
name: '获取知识库列表v1 vs v2<76>?,
status: 'pass',
message: `v1: ${v1Count}<7D>?(${v1Duration}ms), v2: ${v2Count}<7D>?(${v2Duration}ms) ✅`,
duration: v1Duration + v2Duration,
};
} else {
return {
name: 'v1 vs v2<EFBFBD>?,
status: 'fail',
message: `数量不一致v1: ${v1Count}, v2: ${v2Count}`,
duration: v1Duration + v2Duration,
};
}
} catch (error: any) {
return {
name: '获取知识库列表v1 vs v2<76>?,
status: 'fail',
message: error.message,
};
}
}
// 测试3获取知识库详情v1 vs v2<76>?
async function testGetKnowledgeBaseById(kbId: string): Promise<TestResult> {
try {
const startV1 = Date.now();
const v1Response = await axios.get(`${BASE_URL}/api/v1/knowledge-bases/${kbId}`);
const v1Duration = Date.now() - startV1;
const startV2 = Date.now();
const v2Response = await axios.get(`${BASE_URL}/api/v1/pkb/knowledge/knowledge-bases/${kbId}`);
const v2Duration = Date.now() - startV2;
const v1Name = v1Response.data.data?.name;
const v2Name = v2Response.data.data?.name;
if (v1Name === v2Name) {
return {
name: 'v1 vs v2<EFBFBD>?,
status: 'pass',
message: `名称一<EFBFBD>? "${v1Name}", v1: ${v1Duration}ms, v2: ${v2Duration}ms ✅`,
duration: v1Duration + v2Duration,
};
} else {
return {
name: '获取知识库详情v1 vs v2<76>?,
status: 'fail',
message: `名称不一致v1: "${v1Name}", v2: "${v2Name}"`,
duration: v1Duration + v2Duration,
};
}
} catch (error: any) {
return {
name: 'v1 vs v2<EFBFBD>?,
status: 'fail',
message: error.message,
};
}
}
// 测试4获取知识库统计v1 vs v2<76>?
async function testGetKnowledgeBaseStats(kbId: string): Promise<TestResult> {
try {
const v1Response = await axios.get(`${BASE_URL}/api/v1/knowledge-bases/${kbId}/stats`);
const v2Response = await axios.get(`${BASE_URL}/api/v1/pkb/knowledge/knowledge-bases/${kbId}/stats`);
const v1Docs = v1Response.data.data.totalDocuments;
const v2Docs = v2Response.data.data.totalDocuments;
if (v1Docs === v2Docs) {
return {
name: '获取知识库统计v1 vs v2<76>?,
status: 'pass',
message: `文档数一<E695B0>? ${v1Docs}<7D>?✅`,
};
} else {
return {
name: 'v1 vs v2<EFBFBD>?,
status: 'fail',
message: `文档数不一致v1: ${v1Docs}, v2: ${v2Docs}`,
};
}
} catch (error: any) {
return {
name: '获取知识库统计v1 vs v2<76>?,
status: 'fail',
message: error.message,
};
}
}
// 测试5RAG检索v1 vs v2<76>?
async function testSearchKnowledgeBase(kbId: string): Promise<TestResult> {
try {
const query = '';
const v1Response = await axios.get(`${BASE_URL}/api/v1/knowledge-bases/${kbId}/search`, {
params: { query, top_k: 3 },
});
const v2Response = await axios.get(`${BASE_URL}/api/v1/pkb/knowledge/knowledge-bases/${kbId}/search`, {
params: { query, top_k: 3 },
});
const v1Count = v1Response.data.data?.records?.length || 0;
const v2Count = v2Response.data.data?.records?.length || 0;
return {
name: 'RAG检索v1 vs v2<EFBFBD>?,
status: 'pass',
message: `v1返回${v1Count}<EFBFBD>? v2返回${v2Count}<EFBFBD>?✅`,
};
} catch (error: any) {
return {
name: 'RAG检索v1 vs v2<76>?,
status: 'fail',
message: error.message,
};
}
}
// 测试6文档选择全文阅读模式
async function testDocumentSelection(kbId: string): Promise<TestResult> {
try {
const v1Response = await axios.get(`${BASE_URL}/api/v1/knowledge-bases/${kbId}/document-selection`, {
params: { max_files: 5, max_tokens: 100000 },
});
const v2Response = await axios.get(`${BASE_URL}/api/v1/pkb/knowledge/knowledge-bases/${kbId}/document-selection`, {
params: { max_files: 5, max_tokens: 100000 },
});
const v1Docs = v1Response.data.data?.selectedDocuments?.length || 0;
const v2Docs = v2Response.data.data?.selectedDocuments?.length || 0;
return {
name: '-v1 vs v2<EFBFBD>?,
status: 'pass',
message: `v1选择${v1Docs}个文<EFBFBD>? v2选择${v2Docs}个文<EFBFBD>?✅`,
};
} catch (error: any) {
return {
name: '文档选择-全文阅读模式v1 vs v2<76>?,
status: 'fail',
message: error.message,
};
}
}
// 测试7批处理模板
async function testBatchTemplates(): Promise<TestResult> {
try {
const v1Response = await axios.get(`${BASE_URL}/api/v1/batch/templates`);
const v2Response = await axios.get(`${BASE_URL}/api/v1/pkb/batch-tasks/batch/templates`);
const v1Count = v1Response.data.data?.length || 0;
const v2Count = v2Response.data.data?.length || 0;
return {
name: 'v1 vs v2<EFBFBD>?,
status: 'pass',
message: `v1: ${v1Count}个模<EFBFBD>? v2: ${v2Count}个模<EFBFBD>?✅`,
};
} catch (error: any) {
return {
name: '批处理模板v1 vs v2<76>?,
status: 'fail',
message: error.message,
};
}
}
// 主测试函<E8AF95>?
async function runTests() {
console.log('🚀 PKB API测试开<EFBFBD>?..\n');
console.log('='.repeat(80));
// 测试1健康检<E5BAB7>?
console.log('\n📋 1<EFBFBD>?);
console.log('-'.repeat(80));
results.push(await testHealthCheck());
printResult(results[results.length - 1]);
// 测试2获取知识库列表
console.log('\n📋 测试2知识库列表');
console.log('-'.repeat(80));
results.push(await testGetKnowledgeBases());
printResult(results[results.length - 1]);
// 获取第一个知识库ID用于后续测试
const kbListResponse = await axios.get(`${BASE_URL}/api/v1/pkb/knowledge/knowledge-bases`);
const firstKb = kbListResponse.data.data?.[0];
if (!firstKb) {
console.log('\n<>?没有可用的知识库后续测试跳<E8AF95>?);
return;
}
const kbId = firstKb.id;
console.log(`\n使用知识<E79FA5>? ${firstKb.name} (ID: ${kbId})`);
// 测试3获取知识库详情
console.log('\n📋 3');
console.log('-'.repeat(80));
results.push(await testGetKnowledgeBaseById(kbId));
printResult(results[results.length - 1]);
// 测试4知识库统计
console.log('\n📋 4');
console.log('-'.repeat(80));
results.push(await testGetKnowledgeBaseStats(kbId));
printResult(results[results.length - 1]);
// 测试5RAG检<47>?
console.log('\n📋 5RAG检<EFBFBD>?);
console.log('-'.repeat(80));
results.push(await testSearchKnowledgeBase(kbId));
printResult(results[results.length - 1]);
// 测试6文档选择
console.log('\n📋 测试6文档选择全文阅读');
console.log('-'.repeat(80));
results.push(await testDocumentSelection(kbId));
printResult(results[results.length - 1]);
// 测试7批处理模板
console.log('\n📋 测试7批处理模板');
console.log('-'.repeat(80));
results.push(await testBatchTemplates());
printResult(results[results.length - 1]);
// 总结
console.log('\n' + '='.repeat(80));
console.log('📊 测试总结');
console.log('='.repeat(80));
const passCount = results.filter(r => r.status === 'pass').length;
const failCount = results.filter(r => r.status === 'fail').length;
const totalDuration = results.reduce((sum, r) => sum + (r.duration || 0), 0);
console.log(`\n总计: ${results.length}个测试`);
console.log(`<EFBFBD>?通过: ${passCount}`);
console.log(`<EFBFBD>?失败: ${failCount}`);
console.log(`⏱️ 总耗时: ${totalDuration}ms`);
if (failCount === 0) {
console.log('\n🎉 所有测试通过v1和v2功能完全一致');
} else {
console.log('\n⚠ 部分测试失败,请查看详情');
}
}
runTests().catch(error => {
console.error('<27>?测试执行失败:', error);
process.exit(1);
});