- feat: ChatService集成DeepSeek-V3实现AI对话(390行) - feat: SessionMemory实现上下文记忆(最近3轮对话,170行) - feat: 意图识别支持REDCap数据查询(关键词匹配) - feat: REDCap数据注入LLM(queryRedcapRecord, countRedcapRecords, getProjectInfo) - feat: 解决LLM幻觉问题(基于真实数据回答,明确system prompt) - feat: 即时反馈(正在查询...提示) - test: REDCap查询测试通过(test0102项目,10条记录,ID 7患者详情) - docs: 创建Phase1.5开发完成记录(313行) - docs: 更新Phase1.5开发计划(标记完成) - docs: 更新MVP开发任务清单(Phase 1.5完成) - docs: 更新模块当前状态(60%完成度) - docs: 更新系统总体设计文档(v2.6) - chore: 删除测试脚本(test-redcap-query-for-ai.ts, check-env-config.ts) - chore: 移除REDCap测试环境变量(REDCAP_TEST_*) 技术亮点: - AI基于REDCap真实数据对话,不编造信息 - 从数据库读取项目配置,不使用环境变量 - 企业微信端测试通过,用户体验良好 测试通过: - 查询项目记录总数(10条) - 查询特定患者详情(ID 7) - 项目信息查询 - 上下文记忆(3轮对话) - 即时反馈提示 影响范围:IIT Manager Agent模块
191 lines
4.8 KiB
JavaScript
191 lines
4.8 KiB
JavaScript
/**
|
||
* 创建 Tool C AI对话历史表
|
||
*
|
||
* 执行方式:node scripts/create-tool-c-ai-history-table.mjs
|
||
*/
|
||
|
||
import { PrismaClient } from '@prisma/client';
|
||
|
||
const prisma = new PrismaClient();
|
||
|
||
async function createAiHistoryTable() {
|
||
console.log('========================================');
|
||
console.log('开始创建 Tool C AI对话历史表');
|
||
console.log('========================================\n');
|
||
|
||
try {
|
||
// 1. 检查表是否已存在
|
||
console.log('[1/4] 检查表是否已存在...');
|
||
const checkResult = await prisma.$queryRawUnsafe(`
|
||
SELECT EXISTS (
|
||
SELECT FROM information_schema.tables
|
||
WHERE table_schema = 'dc_schema'
|
||
AND table_name = 'dc_tool_c_ai_history'
|
||
) as exists
|
||
`);
|
||
|
||
const tableExists = checkResult[0].exists;
|
||
|
||
if (tableExists) {
|
||
console.log('✅ 表已存在: dc_schema.dc_tool_c_ai_history');
|
||
console.log('\n如需重新创建,请手动执行: DROP TABLE dc_schema.dc_tool_c_ai_history CASCADE;\n');
|
||
return;
|
||
}
|
||
|
||
console.log('✅ 表不存在,准备创建\n');
|
||
|
||
// 2. 创建表
|
||
console.log('[2/4] 创建表 dc_tool_c_ai_history...');
|
||
await prisma.$executeRawUnsafe(`
|
||
CREATE TABLE dc_schema.dc_tool_c_ai_history (
|
||
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||
session_id VARCHAR(255) NOT NULL,
|
||
user_id VARCHAR(255) NOT NULL,
|
||
role VARCHAR(50) NOT NULL,
|
||
content TEXT NOT NULL,
|
||
|
||
-- Tool C特有字段
|
||
generated_code TEXT,
|
||
code_explanation TEXT,
|
||
execute_status VARCHAR(50),
|
||
execute_result JSONB,
|
||
execute_error TEXT,
|
||
retry_count INTEGER DEFAULT 0,
|
||
|
||
-- LLM相关
|
||
model VARCHAR(100),
|
||
created_at TIMESTAMP NOT NULL DEFAULT CURRENT_TIMESTAMP
|
||
)
|
||
`);
|
||
console.log('✅ 表创建成功\n');
|
||
|
||
// 3. 创建索引
|
||
console.log('[3/4] 创建索引...');
|
||
await prisma.$executeRawUnsafe(`
|
||
CREATE INDEX idx_dc_tool_c_ai_history_session_id
|
||
ON dc_schema.dc_tool_c_ai_history(session_id)
|
||
`);
|
||
await prisma.$executeRawUnsafe(`
|
||
CREATE INDEX idx_dc_tool_c_ai_history_user_id
|
||
ON dc_schema.dc_tool_c_ai_history(user_id)
|
||
`);
|
||
await prisma.$executeRawUnsafe(`
|
||
CREATE INDEX idx_dc_tool_c_ai_history_created_at
|
||
ON dc_schema.dc_tool_c_ai_history(created_at)
|
||
`);
|
||
console.log('✅ 索引创建成功\n');
|
||
|
||
// 4. 添加注释
|
||
console.log('[4/4] 添加表注释...');
|
||
await prisma.$executeRawUnsafe(`
|
||
COMMENT ON TABLE dc_schema.dc_tool_c_ai_history
|
||
IS 'Tool C (科研数据编辑器) AI对话历史表'
|
||
`);
|
||
await prisma.$executeRawUnsafe(`
|
||
COMMENT ON COLUMN dc_schema.dc_tool_c_ai_history.session_id
|
||
IS '关联Tool C Session ID'
|
||
`);
|
||
await prisma.$executeRawUnsafe(`
|
||
COMMENT ON COLUMN dc_schema.dc_tool_c_ai_history.generated_code
|
||
IS 'AI生成的Pandas代码'
|
||
`);
|
||
await prisma.$executeRawUnsafe(`
|
||
COMMENT ON COLUMN dc_schema.dc_tool_c_ai_history.execute_status
|
||
IS '执行状态: pending/success/failed'
|
||
`);
|
||
await prisma.$executeRawUnsafe(`
|
||
COMMENT ON COLUMN dc_schema.dc_tool_c_ai_history.retry_count
|
||
IS '自我修正重试次数'
|
||
`);
|
||
console.log('✅ 注释添加成功\n');
|
||
|
||
// 5. 验证表创建
|
||
console.log('========================================');
|
||
console.log('验证表结构');
|
||
console.log('========================================\n');
|
||
|
||
const columns = await prisma.$queryRawUnsafe(`
|
||
SELECT column_name, data_type, is_nullable
|
||
FROM information_schema.columns
|
||
WHERE table_schema = 'dc_schema'
|
||
AND table_name = 'dc_tool_c_ai_history'
|
||
ORDER BY ordinal_position
|
||
`);
|
||
|
||
console.log('表结构:');
|
||
console.table(columns);
|
||
|
||
const indexes = await prisma.$queryRawUnsafe(`
|
||
SELECT indexname, indexdef
|
||
FROM pg_indexes
|
||
WHERE schemaname = 'dc_schema'
|
||
AND tablename = 'dc_tool_c_ai_history'
|
||
`);
|
||
|
||
console.log('\n索引:');
|
||
console.table(indexes);
|
||
|
||
console.log('\n========================================');
|
||
console.log('🎉 Tool C AI对话历史表创建成功!');
|
||
console.log('========================================\n');
|
||
console.log('表名: dc_schema.dc_tool_c_ai_history');
|
||
console.log(`列数: ${columns.length}`);
|
||
console.log(`索引数: ${indexes.length}\n`);
|
||
|
||
} catch (error) {
|
||
console.error('\n❌ 创建表失败:', error.message);
|
||
console.error('\n详细错误:');
|
||
console.error(error);
|
||
process.exit(1);
|
||
} finally {
|
||
await prisma.$disconnect();
|
||
}
|
||
}
|
||
|
||
// 执行
|
||
createAiHistoryTable()
|
||
.then(() => {
|
||
console.log('脚本执行完成');
|
||
process.exit(0);
|
||
})
|
||
.catch((error) => {
|
||
console.error('脚本执行失败:', error);
|
||
process.exit(1);
|
||
});
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|