perf: tiktoken count (#1507)

* perf: tiktoken count

* fix: rerank histories

* fix: rerank histories

* update npmrc

.npmrc

@@ -0,0 +1,2 @@
+public-hoist-pattern[]=*tiktoken*
+public-hoist-pattern[]=*react*

Dockerfile

@@ -11,7 +11,7 @@ RUN apk add --no-cache libc6-compat && npm install -g pnpm@8.6.0
 RUN [ -z "$proxy" ] || pnpm config set registry https://registry.npmmirror.com
 
 # copy packages and one project
-COPY pnpm-lock.yaml pnpm-workspace.yaml ./
+COPY pnpm-lock.yaml pnpm-workspace.yaml .npmrc ./
 COPY ./packages ./packages
 COPY ./projects/$name/package.json ./projects/$name/package.json
 
@@ -27,7 +27,7 @@ ARG name
 ARG proxy
 
 # copy common node_modules and one project node_modules
-COPY package.json pnpm-workspace.yaml ./
+COPY package.json pnpm-workspace.yaml .npmrc ./
 COPY --from=mainDeps /app/node_modules ./node_modules
 COPY --from=mainDeps /app/packages ./packages
 COPY ./projects/$name ./projects/$name
@@ -64,6 +64,11 @@ COPY --from=builder --chown=nextjs:nodejs /app/projects/$name/.next/static /app/
 COPY --from=builder --chown=nextjs:nodejs /app/projects/$name/.next/server/chunks /app/projects/$name/.next/server/chunks
 # copy worker
 COPY --from=builder --chown=nextjs:nodejs /app/projects/$name/.next/server/worker /app/projects/$name/.next/server/worker
+
+# copy tiktoken but not copy ./node_modules/tiktoken/encoders
+COPY --from=mainDeps /app/node_modules/tiktoken ./node_modules/tiktoken
+RUN rm -rf ./node_modules/tiktoken/encoders
+
 # copy package.json to version file
 COPY --from=builder /app/projects/$name/package.json ./package.json 
 # copy config

packages/service/common/string/tiktoken/index.ts

@@ -47,41 +47,45 @@ export const countGptMessagesTokens = (
   tools?: ChatCompletionTool[],
   functionCall?: ChatCompletionCreateParams.Function[]
 ) => {
-  return new Promise<number>((resolve) => {
+  return new Promise<number>(async (resolve) => {
-    const start = Date.now();
+    try {
+      const start = Date.now();
 
-    const { worker, callbackMap } = getTiktokenWorker();
+      const { worker, callbackMap } = getTiktokenWorker();
 
-    const id = getNanoid();
+      const id = getNanoid();
 
-    const timer = setTimeout(() => {
+      const timer = setTimeout(() => {
-      console.log('Count token Time out');
+        console.log('Count token Time out');
-      resolve(
+        resolve(
-        messages.reduce((sum, item) => {
+          messages.reduce((sum, item) => {
-          if (item.content) {
+            if (item.content) {
-            return sum + item.content.length * 0.5;
+              return sum + item.content.length * 0.5;
-          }
+            }
-          return sum;
+            return sum;
-        }, 0)
+          }, 0)
-      );
+        );
-      delete callbackMap[id];
+        delete callbackMap[id];
-    }, 60000);
+      }, 60000);
 
-    callbackMap[id] = (data) => {
+      callbackMap[id] = (data) => {
-      // 检测是否有内存泄漏
+        // 检测是否有内存泄漏
-      addLog.info(`Count token time: ${Date.now() - start}, token: ${data}`);
+        addLog.info(`Count token time: ${Date.now() - start}, token: ${data}`);
-      // console.log(process.memoryUsage());
+        // console.log(process.memoryUsage());
 
-      resolve(data);
+        resolve(data);
-      clearTimeout(timer);
+        clearTimeout(timer);
-    };
+      };
 
-    worker.postMessage({
+      worker.postMessage({
-      id,
+        id,
-      messages,
+        messages,
-      tools,
+        tools,
-      functionCall
+        functionCall
-    });
+      });
+    } catch (error) {
+      resolve(0);
+    }
   });
 };
 

packages/service/core/dataset/search/utils.ts

@@ -2,6 +2,7 @@ import { LLMModelItemType } from '@fastgpt/global/core/ai/model.d';
 import { queryExtension } from '../../ai/functions/queryExtension';
 import { ChatItemType } from '@fastgpt/global/core/chat/type';
 import { hashStr } from '@fastgpt/global/common/string/tools';
+import { chatValue2RuntimePrompt } from '@fastgpt/global/core/chat/adapt';
 
 export const datasetSearchQueryExtension = async ({
   query,
@@ -33,11 +34,11 @@ export const datasetSearchQueryExtension = async ({
       histories.length > 0
         ? `${histories
             .map((item) => {
-              return `${item.obj}: ${item.value}`;
+              return `${item.obj}: ${chatValue2RuntimePrompt(item.value).text}`;
             })
             .join('\n')}
-  Human: ${query}
+Human: ${query}
-  `
+`
         : query;
 
     /* if query already extension, direct parse */

packages/service/package.json

@@ -13,7 +13,6 @@
     "decompress": "^4.2.1",
     "domino-ext": "^2.1.4",
     "encoding": "^0.1.13",
-    "fastgpt-js-tiktoken": "^1.0.12",
     "file-type": "^19.0.0",
     "iconv-lite": "^0.6.3",
     "joplin-turndown-plugin-gfm": "^1.0.12",
@@ -29,6 +28,7 @@
     "papaparse": "5.4.1",
     "pdfjs-dist": "4.0.269",
     "pg": "^8.10.0",
+    "tiktoken": "^1.0.15",
     "tunnel": "^0.0.6",
     "turndown": "^7.1.2"
   },

packages/service/worker/tiktoken/countGptMessagesTokens.ts

@@ -1,5 +1,5 @@
 /* Only the token of gpt-3.5-turbo is used */
-import { Tiktoken } from 'fastgpt-js-tiktoken/lite';
+import { Tiktoken } from 'tiktoken/lite';
 import cl100k_base from './cl100k_base.json';
 import {
   ChatCompletionMessageParam,
@@ -10,7 +10,7 @@ import {
 import { ChatCompletionRequestMessageRoleEnum } from '@fastgpt/global/core/ai/constants';
 import { parentPort } from 'worker_threads';
 
-const enc = new Tiktoken(cl100k_base);
+const enc = new Tiktoken(cl100k_base.bpe_ranks, cl100k_base.special_tokens, cl100k_base.pat_str);
 
 /* count messages tokens */
 parentPort?.on(

pnpm-lock.yaml

@@ -126,9 +126,6 @@ importers:
       encoding:
         specifier: ^0.1.13
         version: 0.1.13
-      fastgpt-js-tiktoken:
-        specifier: ^1.0.12
-        version: registry.npmjs.org/fastgpt-js-tiktoken@1.0.12
       file-type:
         specifier: ^19.0.0
         version: 19.0.0
@@ -155,7 +152,7 @@ importers:
         version: 1.4.5-lts.1
       next:
         specifier: 13.5.2
-        version: 13.5.2(react-dom@18.2.0)(react@18.2.0)
+        version: 13.5.2(@babel/core@7.24.4)(react-dom@18.2.0)(react@18.2.0)(sass@1.58.3)
       nextjs-cors:
         specifier: ^2.1.2
         version: 2.1.2(next@13.5.2)
@@ -174,6 +171,9 @@ importers:
       pg:
         specifier: ^8.10.0
         version: 8.10.0
+      tiktoken:
+        specifier: ^1.0.15
+        version: 1.0.15
       tunnel:
         specifier: ^0.0.6
         version: 0.0.6
@@ -9927,53 +9927,13 @@ packages:
       - '@babel/core'
       - babel-plugin-macros
 
-  /next@13.5.2(react-dom@18.2.0)(react@18.2.0):
-    resolution: {integrity: sha512-vog4UhUaMYAzeqfiAAmgB/QWLW7p01/sg+2vn6bqc/CxHFYizMzLv6gjxKzl31EVFkfl/F+GbxlKizlkTE9RdA==}
-    engines: {node: '>=16.14.0'}
-    hasBin: true
-    peerDependencies:
-      '@opentelemetry/api': ^1.1.0
-      react: ^18.2.0
-      react-dom: ^18.2.0
-      sass: ^1.3.0
-    peerDependenciesMeta:
-      '@opentelemetry/api':
-        optional: true
-      sass:
-        optional: true
-    dependencies:
-      '@next/env': 13.5.2
-      '@swc/helpers': 0.5.2
-      busboy: 1.6.0
-      caniuse-lite: 1.0.30001603
-      postcss: 8.4.14
-      react: 18.2.0
-      react-dom: 18.2.0(react@18.2.0)
-      styled-jsx: 5.1.1(react@18.2.0)
-      watchpack: 2.4.0
-      zod: 3.21.4
-    optionalDependencies:
-      '@next/swc-darwin-arm64': 13.5.2
-      '@next/swc-darwin-x64': 13.5.2
-      '@next/swc-linux-arm64-gnu': 13.5.2
-      '@next/swc-linux-arm64-musl': 13.5.2
-      '@next/swc-linux-x64-gnu': 13.5.2
-      '@next/swc-linux-x64-musl': 13.5.2
-      '@next/swc-win32-arm64-msvc': 13.5.2
-      '@next/swc-win32-ia32-msvc': 13.5.2
-      '@next/swc-win32-x64-msvc': 13.5.2
-    transitivePeerDependencies:
-      - '@babel/core'
-      - babel-plugin-macros
-    dev: false
-
   /nextjs-cors@2.1.2(next@13.5.2):
     resolution: {integrity: sha512-2yOVivaaf2ILe4f/qY32hnj3oC77VCOsUQJQfhVMGsXE/YMEWUY2zy78sH9FKUCM7eG42/l3pDofIzMD781XGA==}
     peerDependencies:
       next: ^8.1.1-canary.54 || ^9.0.0 || ^10.0.0-0 || ^11.0.0 || ^12.0.0 || ^13.0.0
     dependencies:
       cors: 2.8.5
-      next: 13.5.2(react-dom@18.2.0)(react@18.2.0)
+      next: 13.5.2(@babel/core@7.24.4)(react-dom@18.2.0)(react@18.2.0)(sass@1.58.3)
     dev: false
 
   /nextjs-node-loader@1.1.5(webpack@5.91.0):
@@ -11759,23 +11719,6 @@ packages:
       client-only: 0.0.1
       react: 18.2.0
 
-  /styled-jsx@5.1.1(react@18.2.0):
-    resolution: {integrity: sha512-pW7uC1l4mBZ8ugbiZrcIsiIvVx1UmTfw7UkC3Um2tmfUq9Bhk8IiyEIPl6F8agHgjzku6j0xQEZbfA5uSgSaCw==}
-    engines: {node: '>= 12.0.0'}
-    peerDependencies:
-      '@babel/core': '*'
-      babel-plugin-macros: '*'
-      react: '>= 16.8.0 || 17.x.x || ^18.0.0-0'
-    peerDependenciesMeta:
-      '@babel/core':
-        optional: true
-      babel-plugin-macros:
-        optional: true
-    dependencies:
-      client-only: 0.0.1
-      react: 18.2.0
-    dev: false
-
   /stylis@4.2.0:
     resolution: {integrity: sha512-Orov6g6BB1sDfYgzWfTHDOxamtX1bE/zo104Dh9e6fqJ3PooipYyfJ0pUmrZO2wAvO8YbEyeFrkV91XTsGMSrw==}
     dev: false
@@ -11899,6 +11842,10 @@ packages:
   /through@2.3.8:
     resolution: {integrity: sha512-w89qg7PI8wAdvX60bMDP+bFoD5Dvhm9oLheFp5O4a2QF0cSBGsBX4qZmadPMvVqlLJBBci+WqGGOAPvcDeNSVg==}
 
+  /tiktoken@1.0.15:
+    resolution: {integrity: sha512-sCsrq/vMWUSEW29CJLNmPvWxlVp7yh2tlkAjpJltIKqp5CKf98ZNpdeHRmAlPVFlGEbswDc6SmI8vz64W/qErw==}
+    dev: false
+
   /timers-browserify@2.0.12:
     resolution: {integrity: sha512-9phl76Cqm6FhSX9Xe1ZUAMLtm1BLkKj2Qd5ApyWkXzsMRaA7dgr81kf4wJmQf/hAvg8EEyJxDo3du/0KlhPiKQ==}
     engines: {node: '>=0.6.0'}
@@ -12850,11 +12797,3 @@ packages:
     engines: {node: '>=0.8'}
     hasBin: true
     dev: false
-
-  registry.npmjs.org/fastgpt-js-tiktoken@1.0.12:
-    resolution: {integrity: sha512-93UQM9h267PFQqnaJjcc+tqbKRZuipRbi+ASxVcE1FBzXOVb4GKfOMlsxXKCsSDdP+Luv8Fgul7F3HXKITXjYQ==, registry: https://registry.npmmirror.com/, tarball: https://registry.npmjs.org/fastgpt-js-tiktoken/-/fastgpt-js-tiktoken-1.0.12.tgz}
-    name: fastgpt-js-tiktoken
-    version: 1.0.12
-    dependencies:
-      base64-js: 1.5.1
-    dev: false

projects/app/next.config.js

@@ -36,6 +36,10 @@ const nextConfig = {
       unknownContextCritical: false
     };
 
+    if (!config.externals) {
+      config.externals = [];
+    }
+
     if (isServer) {
       config.externals.push('worker_threads');
 
@@ -73,11 +77,13 @@ const nextConfig = {
           fs: false
         }
       };
-      if (!config.externals) {
-        config.externals = [];
-      }
     }
 
+    config.experiments = {
+      asyncWebAssembly: true,
+      layers: true
+    };
+
     return config;
   },
   transpilePackages: ['@fastgpt/*', 'ahooks', '@chakra-ui/*', 'react'],