From 44a474d49f63f74b6661f57fe827cd69dca8890d Mon Sep 17 00:00:00 2001
From: Finley Ge <32237950+FinleyGe@users.noreply.github.com>
Date: Wed, 16 Jul 2025 15:20:17 +0800
Subject: [PATCH] feat: support signoz (#5218)

* feat: support signoz

* chore: restructure otel
---
 packages/service/common/otel/const.ts         |   2 +
 packages/service/common/otel/log/index.ts     |  35 ++
 .../service/common/otel/trace/register.ts     |  20 +
 packages/service/common/system/log.ts         |  14 +
 packages/service/package.json                 |  12 +-
 pnpm-lock.yaml                                | 473 +++++++++++++++++-
 projects/app/.env.template                    |   3 +
 projects/app/src/instrumentation.ts           |   9 +-
 8 files changed, 541 insertions(+), 27 deletions(-)
 create mode 100644 packages/service/common/otel/const.ts
 create mode 100644 packages/service/common/otel/log/index.ts
 create mode 100644 packages/service/common/otel/trace/register.ts

diff --git a/packages/service/common/otel/const.ts b/packages/service/common/otel/const.ts
new file mode 100644
index 000000000..7650da0d8
--- /dev/null
+++ b/packages/service/common/otel/const.ts
@@ -0,0 +1,2 @@
+export const SignozBaseURL = process.env.SIGNOZ_BASE_URL;
+export const SignozServiceName = process.env.SIGNOZ_SERVICE_NAME || 'fastgpt';
diff --git a/packages/service/common/otel/log/index.ts b/packages/service/common/otel/log/index.ts
new file mode 100644
index 000000000..e2973c831
--- /dev/null
+++ b/packages/service/common/otel/log/index.ts
@@ -0,0 +1,35 @@
+import { LoggerProvider, SimpleLogRecordProcessor } from '@opentelemetry/sdk-logs';
+import { OTLPLogExporter } from '@opentelemetry/exporter-logs-otlp-http';
+import { SignozBaseURL, SignozServiceName } from '../const';
+import { resourceFromAttributes } from '@opentelemetry/resources';
+import type { Logger } from '@opentelemetry/api-logs';
+
+export const getLogger = () => {
+  if (!global.logger) {
+    if (!SignozBaseURL) {
+      return null;
+    }
+    const otlpExporter = new OTLPLogExporter({
+      url: `${SignozBaseURL}/v1/logs`,
+      headers: {
+        'Content-Type': 'application/json'
+      }
+    });
+
+    const loggerProvider = new LoggerProvider({
+      processors: [new SimpleLogRecordProcessor(otlpExporter)],
+      resource: resourceFromAttributes({
+        'service.name': SignozServiceName
+      })
+    });
+
+    // logsAPI.logs.setGlobalLoggerProvider(loggerProvider);
+    global.logger = loggerProvider.getLogger('default');
+  }
+
+  return global.logger;
+};
+
+declare global {
+  var logger: Logger;
+}
diff --git a/packages/service/common/otel/trace/register.ts b/packages/service/common/otel/trace/register.ts
new file mode 100644
index 000000000..30e7995eb
--- /dev/null
+++ b/packages/service/common/otel/trace/register.ts
@@ -0,0 +1,20 @@
+import { registerOTel, OTLPHttpJsonTraceExporter } from '@vercel/otel';
+// Add otel logging
+// import { diag, DiagConsoleLogger, DiagLogLevel } from '@opentelemetry/api';
+import { SignozBaseURL, SignozServiceName } from '../const';
+import { addLog } from '../../system/log';
+// diag.setLogger(new DiagConsoleLogger(), DiagLogLevel.INFO);
+
+export function connectSignoz() {
+  if (!SignozBaseURL) {
+    addLog.warn('Signoz is not configured');
+    return;
+  }
+  addLog.info(`Connecting signoz, ${SignozBaseURL}, ${SignozServiceName}`);
+  return registerOTel({
+    serviceName: SignozServiceName,
+    traceExporter: new OTLPHttpJsonTraceExporter({
+      url: `${SignozBaseURL}/v1/traces`
+    })
+  });
+}
diff --git a/packages/service/common/system/log.ts b/packages/service/common/system/log.ts
index c500228c0..fe5e9ee7f 100644
--- a/packages/service/common/system/log.ts
+++ b/packages/service/common/system/log.ts
@@ -3,6 +3,7 @@ import chalk from 'chalk';
 import { LogLevelEnum } from './log/constant';
 import { connectionMongo } from '../mongo/index';
 import { getMongoLog } from './log/schema';
+import { getLogger } from '../otel/log';
 
 export enum EventTypeEnum {
   outLinkBot = '[Outlink bot]',
@@ -10,6 +11,8 @@ export enum EventTypeEnum {
   wxOffiaccount = '[Offiaccount bot]'
 }
 
+const logger = getLogger();
+
 const logMap = {
   [LogLevelEnum.debug]: {
     levelLog: chalk.green('[Debug]')
@@ -57,6 +60,17 @@ export const addLog = {
 
     level === LogLevelEnum.error && console.error(obj);
 
+    if (logger) {
+      logger.emit({
+        severityNumber: level.valueOf(),
+        severityText: ['debug', 'info', 'warn', 'error'][level],
+        body: {
+          msg,
+          obj
+        }
+      });
+    }
+
     // store log
     if (level >= STORE_LOG_LEVEL && connectionMongo.connection.readyState === 1) {
       (async () => {
diff --git a/packages/service/package.json b/packages/service/package.json
index 90390ad73..b0071baec 100644
--- a/packages/service/package.json
+++ b/packages/service/package.json
@@ -7,6 +7,13 @@
     "@fastgpt/global": "workspace:*",
     "@modelcontextprotocol/sdk": "^1.12.1",
     "@node-rs/jieba": "2.0.1",
+    "@opentelemetry/api": "^1.9.0",
+    "@opentelemetry/api-logs": "^0.203.0",
+    "@opentelemetry/exporter-logs-otlp-http": "^0.203.0",
+    "@opentelemetry/resources": "^2.0.1",
+    "@opentelemetry/sdk-logs": "^0.203.0",
+    "@opentelemetry/winston-transport": "^0.14.0",
+    "@vercel/otel": "^1.13.0",
     "@xmldom/xmldom": "^0.8.10",
     "@zilliz/milvus2-sdk-node": "2.4.2",
     "axios": "^1.8.2",
@@ -39,10 +46,13 @@
     "papaparse": "5.4.1",
     "pdfjs-dist": "4.10.38",
     "pg": "^8.10.0",
+    "pino": "^9.7.0",
+    "pino-opentelemetry-transport": "^1.0.1",
     "request-ip": "^3.3.0",
     "tiktoken": "1.0.17",
     "tunnel": "^0.0.6",
-    "turndown": "^7.1.2"
+    "turndown": "^7.1.2",
+    "winston": "^3.17.0"
   },
   "devDependencies": {
     "@types/cookie": "^0.5.2",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 6bbf8074e..f2eafe6d4 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -46,7 +46,7 @@ importers:
         version: 10.1.4(socks@2.8.4)
       next-i18next:
         specifier: 15.4.2
-        version: 15.4.2(i18next@23.16.8)(next@14.2.28(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1))(react-i18next@14.1.2(i18next@23.16.8)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react@18.3.1)
+        version: 15.4.2(i18next@23.16.8)(next@14.2.28(@babel/core@7.26.10)(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1))(react-i18next@14.1.2(i18next@23.16.8)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react@18.3.1)
       prettier:
         specifier: 3.2.4
         version: 3.2.4
@@ -97,7 +97,7 @@ importers:
         version: 5.1.3
       next:
         specifier: 14.2.28
-        version: 14.2.28(@babel/core@7.26.10)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1)
+        version: 14.2.28(@babel/core@7.26.10)(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1)
       openai:
         specifier: 4.61.0
         version: 4.61.0(encoding@0.1.13)(zod@3.25.51)
@@ -132,6 +132,27 @@ importers:
       '@node-rs/jieba':
         specifier: 2.0.1
         version: 2.0.1
+      '@opentelemetry/api':
+        specifier: ^1.9.0
+        version: 1.9.0
+      '@opentelemetry/api-logs':
+        specifier: ^0.203.0
+        version: 0.203.0
+      '@opentelemetry/exporter-logs-otlp-http':
+        specifier: ^0.203.0
+        version: 0.203.0(@opentelemetry/api@1.9.0)
+      '@opentelemetry/resources':
+        specifier: ^2.0.1
+        version: 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-logs':
+        specifier: ^0.203.0
+        version: 0.203.0(@opentelemetry/api@1.9.0)
+      '@opentelemetry/winston-transport':
+        specifier: ^0.14.0
+        version: 0.14.0
+      '@vercel/otel':
+        specifier: ^1.13.0
+        version: 1.13.0(@opentelemetry/api-logs@0.203.0)(@opentelemetry/api@1.9.0)(@opentelemetry/instrumentation@0.57.2(@opentelemetry/api@1.9.0))(@opentelemetry/resources@2.0.1(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-logs@0.203.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-metrics@2.0.1(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.0.1(@opentelemetry/api@1.9.0))
       '@xmldom/xmldom':
         specifier: ^0.8.10
         version: 0.8.10
@@ -209,10 +230,10 @@ importers:
         version: 3.13.0
       next:
         specifier: 14.2.28
-        version: 14.2.28(@babel/core@7.26.10)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1)
+        version: 14.2.28(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1)
       nextjs-cors:
         specifier: ^2.2.0
-        version: 2.2.0(next@14.2.28(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1))
+        version: 2.2.0(next@14.2.28(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1))
       node-cron:
         specifier: ^3.0.3
         version: 3.0.3
@@ -228,6 +249,12 @@ importers:
       pg:
         specifier: ^8.10.0
         version: 8.14.0
+      pino:
+        specifier: ^9.7.0
+        version: 9.7.0
+      pino-opentelemetry-transport:
+        specifier: ^1.0.1
+        version: 1.0.1(@opentelemetry/api@1.9.0)(pino@9.7.0)
       request-ip:
         specifier: ^3.3.0
         version: 3.3.0
@@ -240,6 +267,9 @@ importers:
       turndown:
         specifier: ^7.1.2
         version: 7.2.0
+      winston:
+        specifier: ^3.17.0
+        version: 3.17.0
     devDependencies:
       '@types/cookie':
         specifier: ^0.5.2
@@ -294,7 +324,7 @@ importers:
         version: 2.1.1(@chakra-ui/system@2.6.1(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@emotion/styled@11.11.0(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@types/react@18.3.1)(react@18.3.1))(react@18.3.1))(react@18.3.1)
       '@chakra-ui/next-js':
         specifier: 2.4.2
-        version: 2.4.2(@chakra-ui/react@2.10.7(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@emotion/styled@11.11.0(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@types/react@18.3.1)(react@18.3.1))(@types/react@18.3.1)(framer-motion@9.1.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(next@14.2.28(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1))(react@18.3.1)
+        version: 2.4.2(@chakra-ui/react@2.10.7(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@emotion/styled@11.11.0(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@types/react@18.3.1)(react@18.3.1))(@types/react@18.3.1)(framer-motion@9.1.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(next@14.2.28(@babel/core@7.26.10)(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1))(react@18.3.1)
       '@chakra-ui/react':
         specifier: 2.10.7
         version: 2.10.7(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@emotion/styled@11.11.0(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@types/react@18.3.1)(react@18.3.1))(@types/react@18.3.1)(framer-motion@9.1.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
@@ -357,7 +387,7 @@ importers:
         version: 4.17.21
       next-i18next:
         specifier: 15.4.2
-        version: 15.4.2(i18next@23.16.8)(next@14.2.28(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1))(react-i18next@14.1.2(i18next@23.16.8)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react@18.3.1)
+        version: 15.4.2(i18next@23.16.8)(next@14.2.28(@babel/core@7.26.10)(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1))(react-i18next@14.1.2(i18next@23.16.8)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react@18.3.1)
       papaparse:
         specifier: ^5.4.1
         version: 5.4.1
@@ -421,7 +451,7 @@ importers:
         version: 2.1.1(@chakra-ui/system@2.6.1(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@emotion/styled@11.11.0(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@types/react@18.3.1)(react@18.3.1))(react@18.3.1))(react@18.3.1)
       '@chakra-ui/next-js':
         specifier: 2.4.2
-        version: 2.4.2(@chakra-ui/react@2.10.7(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@emotion/styled@11.11.0(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@types/react@18.3.1)(react@18.3.1))(@types/react@18.3.1)(framer-motion@9.1.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(next@14.2.28(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1))(react@18.3.1)
+        version: 2.4.2(@chakra-ui/react@2.10.7(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@emotion/styled@11.11.0(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@types/react@18.3.1)(react@18.3.1))(@types/react@18.3.1)(framer-motion@9.1.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(next@14.2.28(@babel/core@7.26.10)(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1))(react@18.3.1)
       '@chakra-ui/react':
         specifier: 2.10.7
         version: 2.10.7(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@emotion/styled@11.11.0(@emotion/react@11.11.1(@types/react@18.3.1)(react@18.3.1))(@types/react@18.3.1)(react@18.3.1))(@types/react@18.3.1)(framer-motion@9.1.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
@@ -517,10 +547,10 @@ importers:
         version: 5.1.3
       next:
         specifier: 14.2.28
-        version: 14.2.28(@babel/core@7.26.10)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1)
+        version: 14.2.28(@babel/core@7.26.10)(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1)
       next-i18next:
         specifier: 15.4.2
-        version: 15.4.2(i18next@23.16.8)(next@14.2.28(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1))(react-i18next@14.1.2(i18next@23.16.8)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react@18.3.1)
+        version: 15.4.2(i18next@23.16.8)(next@14.2.28(@babel/core@7.26.10)(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1))(react-i18next@14.1.2(i18next@23.16.8)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react@18.3.1)
       nprogress:
         specifier: ^0.2.0
         version: 0.2.0
@@ -2661,6 +2691,126 @@ packages:
     engines: {node: '>=8.0.0', npm: '>=5.0.0'}
     hasBin: true
 
+  '@opentelemetry/api-logs@0.202.0':
+    resolution: {integrity: sha512-fTBjMqKCfotFWfLzaKyhjLvyEyq5vDKTTFfBmx21btv3gvy8Lq6N5Dh2OzqeuN4DjtpSvNT1uNVfg08eD2Rfxw==}
+    engines: {node: '>=8.0.0'}
+
+  '@opentelemetry/api-logs@0.203.0':
+    resolution: {integrity: sha512-9B9RU0H7Ya1Dx/Rkyc4stuBZSGVQF27WigitInx2QQoj6KUpEFYPKoWjdFTunJYxmXmh17HeBvbMa1EhGyPmqQ==}
+    engines: {node: '>=8.0.0'}
+
+  '@opentelemetry/api-logs@0.57.2':
+    resolution: {integrity: sha512-uIX52NnTM0iBh84MShlpouI7UKqkZ7MrUszTmaypHBu4r7NofznSnQRfJ+uUeDtQDj6w8eFGg5KBLDAwAPz1+A==}
+    engines: {node: '>=14'}
+
+  '@opentelemetry/api@1.9.0':
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+    engines: {node: '>=8.0.0'}
+
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+    engines: {node: ^18.19.0 || >=20.6.0}
+    peerDependencies:
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+
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+
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+    engines: {node: ^18.19.0 || >=20.6.0}
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+
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@@ -10575,12 +10766,12 @@ snapshots:
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       '@emotion/cache': 11.14.0
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-      next: 14.2.28(@babel/core@7.26.10)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1)
+      next: 14.2.28(@babel/core@7.26.10)(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1)
       react: 18.3.1
 
   '@chakra-ui/object-utils@2.1.0': {}
@@ -11809,6 +12000,158 @@ snapshots:
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+
+  '@opentelemetry/otlp-transformer@0.202.0(@opentelemetry/api@1.9.0)':
+    dependencies:
+      '@opentelemetry/api': 1.9.0
+      '@opentelemetry/api-logs': 0.202.0
+      '@opentelemetry/core': 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/resources': 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-logs': 0.202.0(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-metrics': 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-trace-base': 2.0.1(@opentelemetry/api@1.9.0)
+      protobufjs: 7.4.0
+
+  '@opentelemetry/otlp-transformer@0.203.0(@opentelemetry/api@1.9.0)':
+    dependencies:
+      '@opentelemetry/api': 1.9.0
+      '@opentelemetry/api-logs': 0.203.0
+      '@opentelemetry/core': 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/resources': 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-logs': 0.203.0(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-metrics': 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-trace-base': 2.0.1(@opentelemetry/api@1.9.0)
+      protobufjs: 7.4.0
+
+  '@opentelemetry/resources@2.0.1(@opentelemetry/api@1.9.0)':
+    dependencies:
+      '@opentelemetry/api': 1.9.0
+      '@opentelemetry/core': 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/semantic-conventions': 1.36.0
+
+  '@opentelemetry/sdk-logs@0.202.0(@opentelemetry/api@1.9.0)':
+    dependencies:
+      '@opentelemetry/api': 1.9.0
+      '@opentelemetry/api-logs': 0.202.0
+      '@opentelemetry/core': 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/resources': 2.0.1(@opentelemetry/api@1.9.0)
+
+  '@opentelemetry/sdk-logs@0.203.0(@opentelemetry/api@1.9.0)':
+    dependencies:
+      '@opentelemetry/api': 1.9.0
+      '@opentelemetry/api-logs': 0.203.0
+      '@opentelemetry/core': 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/resources': 2.0.1(@opentelemetry/api@1.9.0)
+
+  '@opentelemetry/sdk-metrics@2.0.1(@opentelemetry/api@1.9.0)':
+    dependencies:
+      '@opentelemetry/api': 1.9.0
+      '@opentelemetry/core': 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/resources': 2.0.1(@opentelemetry/api@1.9.0)
+
+  '@opentelemetry/sdk-trace-base@2.0.1(@opentelemetry/api@1.9.0)':
+    dependencies:
+      '@opentelemetry/api': 1.9.0
+      '@opentelemetry/core': 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/resources': 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/semantic-conventions': 1.36.0
+
+  '@opentelemetry/semantic-conventions@1.36.0': {}
+
+  '@opentelemetry/winston-transport@0.14.0':
+    dependencies:
+      '@opentelemetry/api-logs': 0.203.0
+      winston-transport: 4.9.0
+
   '@oxc-resolver/binding-darwin-arm64@5.0.0':
     optional: true
 
@@ -12594,6 +12937,8 @@ snapshots:
       '@types/node': 20.17.24
       '@types/send': 0.17.4
 
+  '@types/shimmer@1.2.0': {}
+
   '@types/stack-utils@2.0.3': {}
 
   '@types/superagent@8.1.9':
@@ -12779,6 +13124,16 @@ snapshots:
 
   '@ungap/structured-clone@1.3.0': {}
 
+  '@vercel/otel@1.13.0(@opentelemetry/api-logs@0.203.0)(@opentelemetry/api@1.9.0)(@opentelemetry/instrumentation@0.57.2(@opentelemetry/api@1.9.0))(@opentelemetry/resources@2.0.1(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-logs@0.203.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-metrics@2.0.1(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.0.1(@opentelemetry/api@1.9.0))':
+    dependencies:
+      '@opentelemetry/api': 1.9.0
+      '@opentelemetry/api-logs': 0.203.0
+      '@opentelemetry/instrumentation': 0.57.2(@opentelemetry/api@1.9.0)
+      '@opentelemetry/resources': 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-logs': 0.203.0(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-metrics': 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-trace-base': 2.0.1(@opentelemetry/api@1.9.0)
+
   '@vitest/coverage-v8@3.1.1(vitest@3.1.1(@types/debug@4.1.12)(@types/node@20.17.24)(sass@1.85.1)(terser@5.39.0))':
     dependencies:
       '@ampproject/remapping': 2.3.0
@@ -13039,6 +13394,10 @@ snapshots:
       mime-types: 3.0.1
       negotiator: 1.0.0
 
+  acorn-import-attributes@1.9.5(acorn@8.14.1):
+    dependencies:
+      acorn: 8.14.1
+
   acorn-jsx@5.3.2(acorn@8.14.1):
     dependencies:
       acorn: 8.14.1
@@ -14644,7 +15003,7 @@ snapshots:
       '@typescript-eslint/parser': 6.21.0(eslint@8.56.0)(typescript@5.8.2)
       eslint: 8.56.0
       eslint-import-resolver-node: 0.3.9
-      eslint-import-resolver-typescript: 3.9.0(eslint-plugin-import@2.31.0)(eslint@8.56.0)
+      eslint-import-resolver-typescript: 3.9.0(eslint-plugin-import@2.31.0(@typescript-eslint/parser@6.21.0(eslint@8.57.1)(typescript@5.8.2))(eslint@8.57.1))(eslint@8.56.0)
       eslint-plugin-import: 2.31.0(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.8.2))(eslint-import-resolver-typescript@3.9.0)(eslint@8.56.0)
       eslint-plugin-jsx-a11y: 6.10.2(eslint@8.56.0)
       eslint-plugin-react: 7.37.4(eslint@8.56.0)
@@ -14684,7 +15043,7 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  eslint-import-resolver-typescript@3.9.0(eslint-plugin-import@2.31.0)(eslint@8.56.0):
+  eslint-import-resolver-typescript@3.9.0(eslint-plugin-import@2.31.0(@typescript-eslint/parser@6.21.0(eslint@8.57.1)(typescript@5.8.2))(eslint@8.57.1))(eslint@8.56.0):
     dependencies:
       '@nolyfill/is-core-module': 1.0.39
       debug: 4.4.0
@@ -14695,7 +15054,7 @@ snapshots:
       stable-hash: 0.0.5
       tinyglobby: 0.2.12
     optionalDependencies:
-      eslint-plugin-import: 2.31.0(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.8.2))(eslint-import-resolver-typescript@3.9.0)(eslint@8.56.0)
+      eslint-plugin-import: 2.31.0(@typescript-eslint/parser@6.21.0(eslint@8.57.1)(typescript@5.8.2))(eslint-import-resolver-typescript@3.9.0)(eslint@8.57.1)
     transitivePeerDependencies:
       - supports-color
 
@@ -14714,18 +15073,18 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  eslint-module-utils@2.12.0(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.8.2))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.9.0(eslint-plugin-import@2.31.0)(eslint@8.56.0))(eslint@8.56.0):
+  eslint-module-utils@2.12.0(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.8.2))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.9.0(eslint-plugin-import@2.31.0(@typescript-eslint/parser@6.21.0(eslint@8.57.1)(typescript@5.8.2))(eslint@8.57.1))(eslint@8.56.0))(eslint@8.56.0):
     dependencies:
       debug: 3.2.7
     optionalDependencies:
       '@typescript-eslint/parser': 6.21.0(eslint@8.56.0)(typescript@5.8.2)
       eslint: 8.56.0
       eslint-import-resolver-node: 0.3.9
-      eslint-import-resolver-typescript: 3.9.0(eslint-plugin-import@2.31.0)(eslint@8.56.0)
+      eslint-import-resolver-typescript: 3.9.0(eslint-plugin-import@2.31.0(@typescript-eslint/parser@6.21.0(eslint@8.57.1)(typescript@5.8.2))(eslint@8.57.1))(eslint@8.56.0)
     transitivePeerDependencies:
       - supports-color
 
-  eslint-module-utils@2.12.0(@typescript-eslint/parser@6.21.0(eslint@8.57.1)(typescript@5.8.2))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.9.0(eslint-plugin-import@2.31.0)(eslint@8.57.1))(eslint@8.57.1):
+  eslint-module-utils@2.12.0(@typescript-eslint/parser@6.21.0(eslint@8.57.1)(typescript@5.8.2))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.9.0)(eslint@8.57.1):
     dependencies:
       debug: 3.2.7
     optionalDependencies:
@@ -14747,7 +15106,7 @@ snapshots:
       doctrine: 2.1.0
       eslint: 8.56.0
       eslint-import-resolver-node: 0.3.9
-      eslint-module-utils: 2.12.0(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.8.2))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.9.0(eslint-plugin-import@2.31.0)(eslint@8.56.0))(eslint@8.56.0)
+      eslint-module-utils: 2.12.0(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.8.2))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.9.0(eslint-plugin-import@2.31.0(@typescript-eslint/parser@6.21.0(eslint@8.57.1)(typescript@5.8.2))(eslint@8.57.1))(eslint@8.56.0))(eslint@8.56.0)
       hasown: 2.0.2
       is-core-module: 2.16.1
       is-glob: 4.0.3
@@ -14776,7 +15135,7 @@ snapshots:
       doctrine: 2.1.0
       eslint: 8.57.1
       eslint-import-resolver-node: 0.3.9
-      eslint-module-utils: 2.12.0(@typescript-eslint/parser@6.21.0(eslint@8.57.1)(typescript@5.8.2))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.9.0(eslint-plugin-import@2.31.0)(eslint@8.57.1))(eslint@8.57.1)
+      eslint-module-utils: 2.12.0(@typescript-eslint/parser@6.21.0(eslint@8.57.1)(typescript@5.8.2))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.9.0)(eslint@8.57.1)
       hasown: 2.0.2
       is-core-module: 2.16.1
       is-glob: 4.0.3
@@ -15822,6 +16181,13 @@ snapshots:
       parent-module: 1.0.1
       resolve-from: 4.0.0
 
+  import-in-the-middle@1.14.2:
+    dependencies:
+      acorn: 8.14.1
+      acorn-import-attributes: 1.9.5(acorn@8.14.1)
+      cjs-module-lexer: 1.4.3
+      module-details-from-path: 1.0.4
+
   import-lazy@4.0.0: {}
 
   import-local@3.2.0:
@@ -17599,6 +17965,8 @@ snapshots:
     dependencies:
       obliterator: 2.0.5
 
+  module-details-from-path@1.0.4: {}
+
   monaco-editor@0.52.2: {}
 
   mongodb-connection-string-url@3.0.2:
@@ -17755,7 +18123,7 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  next-i18next@15.4.2(i18next@23.16.8)(next@14.2.28(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1))(react-i18next@14.1.2(i18next@23.16.8)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react@18.3.1):
+  next-i18next@15.4.2(i18next@23.16.8)(next@14.2.28(@babel/core@7.26.10)(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1))(react-i18next@14.1.2(i18next@23.16.8)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react@18.3.1):
     dependencies:
       '@babel/runtime': 7.26.10
       '@types/hoist-non-react-statics': 3.3.6
@@ -17763,11 +18131,11 @@ snapshots:
       hoist-non-react-statics: 3.3.2
       i18next: 23.16.8
       i18next-fs-backend: 2.6.0
-      next: 14.2.28(@babel/core@7.26.10)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1)
+      next: 14.2.28(@babel/core@7.26.10)(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1)
       react: 18.3.1
       react-i18next: 14.1.2(i18next@23.16.8)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
 
-  next@14.2.28(@babel/core@7.26.10)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1):
+  next@14.2.28(@babel/core@7.26.10)(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1):
     dependencies:
       '@next/env': 14.2.28
       '@swc/helpers': 0.5.5
@@ -17788,15 +18156,43 @@ snapshots:
       '@next/swc-win32-arm64-msvc': 14.2.28
       '@next/swc-win32-ia32-msvc': 14.2.28
       '@next/swc-win32-x64-msvc': 14.2.28
+      '@opentelemetry/api': 1.9.0
       sass: 1.85.1
     transitivePeerDependencies:
       - '@babel/core'
       - babel-plugin-macros
 
-  nextjs-cors@2.2.0(next@14.2.28(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1)):
+  next@14.2.28(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1):
+    dependencies:
+      '@next/env': 14.2.28
+      '@swc/helpers': 0.5.5
+      busboy: 1.6.0
+      caniuse-lite: 1.0.30001704
+      graceful-fs: 4.2.11
+      postcss: 8.4.31
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+      styled-jsx: 5.1.1(@babel/core@7.26.10)(react@18.3.1)
+    optionalDependencies:
+      '@next/swc-darwin-arm64': 14.2.28
+      '@next/swc-darwin-x64': 14.2.28
+      '@next/swc-linux-arm64-gnu': 14.2.28
+      '@next/swc-linux-arm64-musl': 14.2.28
+      '@next/swc-linux-x64-gnu': 14.2.28
+      '@next/swc-linux-x64-musl': 14.2.28
+      '@next/swc-win32-arm64-msvc': 14.2.28
+      '@next/swc-win32-ia32-msvc': 14.2.28
+      '@next/swc-win32-x64-msvc': 14.2.28
+      '@opentelemetry/api': 1.9.0
+      sass: 1.85.1
+    transitivePeerDependencies:
+      - '@babel/core'
+      - babel-plugin-macros
+
+  nextjs-cors@2.2.0(next@14.2.28(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1)):
     dependencies:
       cors: 2.8.5
-      next: 14.2.28(@babel/core@7.26.10)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1)
+      next: 14.2.28(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.85.1)
 
   node-abi@3.74.0:
     dependencies:
@@ -18016,6 +18412,17 @@ snapshots:
 
   os-tmpdir@1.0.2: {}
 
+  otlp-logger@1.1.10(@opentelemetry/api@1.9.0):
+    dependencies:
+      '@opentelemetry/api-logs': 0.202.0
+      '@opentelemetry/exporter-logs-otlp-grpc': 0.202.0(@opentelemetry/api@1.9.0)
+      '@opentelemetry/exporter-logs-otlp-http': 0.202.0(@opentelemetry/api@1.9.0)
+      '@opentelemetry/exporter-logs-otlp-proto': 0.202.0(@opentelemetry/api@1.9.0)
+      '@opentelemetry/resources': 2.0.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-logs': 0.202.0(@opentelemetry/api@1.9.0)
+    transitivePeerDependencies:
+      - '@opentelemetry/api'
+
   own-keys@1.0.1:
     dependencies:
       get-intrinsic: 1.3.0
@@ -18239,6 +18646,14 @@ snapshots:
     dependencies:
       split2: 4.2.0
 
+  pino-opentelemetry-transport@1.0.1(@opentelemetry/api@1.9.0)(pino@9.7.0):
+    dependencies:
+      otlp-logger: 1.1.10(@opentelemetry/api@1.9.0)
+      pino: 9.7.0
+      pino-abstract-transport: 2.0.0
+    transitivePeerDependencies:
+      - '@opentelemetry/api'
+
   pino-std-serializers@7.0.0: {}
 
   pino@9.7.0:
@@ -18853,6 +19268,14 @@ snapshots:
 
   require-from-string@2.0.2: {}
 
+  require-in-the-middle@7.5.2:
+    dependencies:
+      debug: 4.4.0
+      module-details-from-path: 1.0.4
+      resolve: 1.22.10
+    transitivePeerDependencies:
+      - supports-color
+
   require-main-filename@2.0.0: {}
 
   resize-observer-polyfill@1.5.1: {}
@@ -19136,6 +19559,8 @@ snapshots:
 
   shebang-regex@3.0.0: {}
 
+  shimmer@1.2.1: {}
+
   side-channel-list@1.0.0:
     dependencies:
       es-errors: 1.3.0
diff --git a/projects/app/.env.template b/projects/app/.env.template
index e69fe3b26..4f81d0493 100644
--- a/projects/app/.env.template
+++ b/projects/app/.env.template
@@ -88,3 +88,6 @@ CONFIG_JSON_PATH=
 # # 日志来源ID前缀
 # CHAT_LOG_SOURCE_ID_PREFIX=fastgpt-
 
+# Signoz
+SIGNOZ_BASE_URL=
+SIGNOZ_SERVICE_NAME=
diff --git a/projects/app/src/instrumentation.ts b/projects/app/src/instrumentation.ts
index 2616b56d0..ebaf45cba 100644
--- a/projects/app/src/instrumentation.ts
+++ b/projects/app/src/instrumentation.ts
@@ -18,7 +18,8 @@ export async function register() {
         { startCron },
         { startTrainingQueue },
         { preLoadWorker },
-        { loadSystemModels }
+        { loadSystemModels },
+        { connectSignoz }
       ] = await Promise.all([
         import('@fastgpt/service/common/mongo/init'),
         import('@fastgpt/service/common/mongo/index'),
@@ -30,9 +31,13 @@ export async function register() {
         import('@/service/common/system/cron'),
         import('@/service/core/dataset/training/utils'),
         import('@fastgpt/service/worker/preload'),
-        import('@fastgpt/service/core/ai/config/utils')
+        import('@fastgpt/service/core/ai/config/utils'),
+        import('@fastgpt/service/common/otel/trace/register')
       ]);
 
+      // connect to signoz
+      connectSignoz();
+
       // 执行初始化流程
       systemStartCb();
       initGlobalVariables();