diff --git a/.eslintignore b/.eslintignore new file mode 100644 index 0000000..49eba27 --- /dev/null +++ b/.eslintignore @@ -0,0 +1,5 @@ +dist/ +docs/ +node_modules/ +package-lock.json +pnpm-lock.yaml diff --git a/.eslintrc.yaml b/.eslintrc.yaml new file mode 100644 index 0000000..d830c6f --- /dev/null +++ b/.eslintrc.yaml @@ -0,0 +1,43 @@ +root: true +env: + browser: true + es2021: true + node: true +extends: + - plugin:@typescript-eslint/strict-type-checked + - plugin:@typescript-eslint/stylistic-type-checked + - prettier +parser: "@typescript-eslint/parser" +parserOptions: + ecmaVersion: latest + sourceType: module + project: "./tsconfig.eslint.json" +plugins: + - "@typescript-eslint" +rules: + "@typescript-eslint/class-methods-use-this": error + "@typescript-eslint/consistent-type-exports": error + "@typescript-eslint/consistent-type-imports": error + "@typescript-eslint/default-param-last": error + "@typescript-eslint/explicit-member-accessibility": + - error + - accessibility: no-public + "@typescript-eslint/method-signature-style": error + "@typescript-eslint/no-import-type-side-effects": error + "@typescript-eslint/no-unnecessary-qualifier": error + "@typescript-eslint/no-useless-empty-export": error + "@typescript-eslint/prefer-nullish-coalescing": + - error + - ignorePrimitives: true + "@typescript-eslint/prefer-readonly": error + "@typescript-eslint/prefer-regexp-exec": error + "@typescript-eslint/promise-function-async": + - error + - checkArrowFunctions: false + "@typescript-eslint/require-array-sort-compare": error + "@typescript-eslint/return-await": error + "@typescript-eslint/sort-type-constituents": error + + func-style: + - error + - declaration diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS new file mode 100644 index 0000000..2fcc093 --- /dev/null +++ b/.github/CODEOWNERS @@ -0,0 +1 @@ +* @coderabbitai/typescript-reviewers diff --git a/.github/authorized_keys b/.github/authorized_keys new file mode 100644 index 0000000..c7fea18 --- /dev/null +++ b/.github/authorized_keys @@ -0,0 +1 @@ +41898282+github-actions[bot]@users.noreply.github.com ssh-ed25519 AAAAC3NzaC1lZDI1NTE5AAAAIKOzgFi8S4xZHCSjGi3u0T2OZYvefkFu8px+bLncFhq8 41898282+github-actions[bot]@users.noreply.github.com diff --git a/.github/dependabot.yaml b/.github/dependabot.yaml new file mode 100644 index 0000000..f72ad2d --- /dev/null +++ b/.github/dependabot.yaml @@ -0,0 +1,45 @@ +version: 2 +updates: + - package-ecosystem: npm + directory: / + schedule: + interval: monthly + timezone: America/Toronto + commit-message: + prefix: "⬆️ " + groups: + patch-development: + dependency-type: development + update-types: + - patch + patch-production: + dependency-type: production + update-types: + - patch + + eslint: + patterns: + - "*eslint*" + prettier: + patterns: + - "*prettier*" + openai: + patterns: + - "*openai*" + - "*tiktoken*" + vite: + patterns: + - vite + - vitest + typescript: + patterns: + - "*typescript*" + - tslib + + - package-ecosystem: github-actions + directory: / + schedule: + interval: monthly + timezone: America/Toronto + commit-message: + prefix: "⬆️ " diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml deleted file mode 100644 index bacb7bd..0000000 --- a/.github/workflows/ci.yml +++ /dev/null @@ -1,20 +0,0 @@ -name: CI - -on: - push: - branches: [ "main" ] - pull_request: - -jobs: - build: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v3 - - name: Use Node.js ${{ matrix.node-version }} - uses: actions/setup-node@v3 - with: - node-version: 18 - cache: 'npm' - - run: npm ci - - run: npm run build - - run: npm test diff --git a/.github/workflows/github-pages.yaml b/.github/workflows/github-pages.yaml new file mode 100644 index 0000000..3633934 --- /dev/null +++ b/.github/workflows/github-pages.yaml @@ -0,0 +1,41 @@ +name: GitHub Pages + +on: + push: + branches: main + +jobs: + build_pages: + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v3 + - uses: pnpm/action-setup@v2 + with: + version: latest + - uses: actions/setup-node@v3 + with: + node-version: 21 + cache: pnpm + - run: pnpm install --frozen-lockfile + - run: pnpm run docs + - uses: actions/upload-pages-artifact@v1 + with: + path: docs + + deploy_pages: + needs: build_pages + + permissions: + pages: write + id-token: write + + environment: + name: github-pages + url: ${{ steps.deployment.outputs.page_url }} + + runs-on: ubuntu-latest + + steps: + - id: deployment + uses: actions/deploy-pages@v1 diff --git a/.github/workflows/node.js.yaml b/.github/workflows/node.js.yaml new file mode 100644 index 0000000..77f5a0a --- /dev/null +++ b/.github/workflows/node.js.yaml @@ -0,0 +1,25 @@ +name: Node.js CI + +on: + push: + branches: main + pull_request: + branches: main + +jobs: + test: + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v3 + - uses: pnpm/action-setup@v2 + with: + version: latest + - uses: actions/setup-node@v3 + with: + node-version: 21 + cache: pnpm + - run: pnpm install --frozen-lockfile + - run: pnpm run build --noEmit + - run: pnpm run lint + - run: pnpm run test diff --git a/.github/workflows/pnpm-publish.yaml b/.github/workflows/pnpm-publish.yaml new file mode 100644 index 0000000..1f50435 --- /dev/null +++ b/.github/workflows/pnpm-publish.yaml @@ -0,0 +1,55 @@ +name: Node.js Publish + +on: + push: + tags: + - v* + +jobs: + publish: + runs-on: ubuntu-latest + + permissions: + contents: write + id-token: write + packages: write + + steps: + - uses: actions/checkout@v3 + - uses: pnpm/action-setup@v2 + with: + version: latest + - uses: actions/setup-node@v3 + with: + cache: pnpm + node-version: 21 + - run: pnpm install + - run: pnpm build + + - uses: actions/setup-node@v4 + with: + registry-url: https://npm.pkg.github.com + scope: "@coderabbitai" + - run: pnpm publish --access public --no-git-checks --provenance + env: + NODE_AUTH_TOKEN: ${{ secrets.GITHUB_TOKEN }} + + - uses: actions/setup-node@v4 + with: + registry-url: https://registry.npmjs.org + scope: "@coderabbitai" + - run: pnpm publish --access public --no-git-checks --provenance + env: + NODE_AUTH_TOKEN: ${{ secrets.CODERABBIT_NPMTOKEN }} + + - run: pnpm pack --pack-gzip-level 9 + - name: Sign + run: | + eval `ssh-agent -s` + ssh-add - <<< '${{ secrets.DEPLOY_KEY_PRIVATE }}' + echo '${{ vars.DEPLOY_KEY_PUBLIC }}' > '${{ runner.temp }}/DEPLOY_KEY_PUBLIC.pub' + ssh-keygen -Y sign -f '${{ runner.temp }}/DEPLOY_KEY_PUBLIC.pub' -n file coderabbitai-openai-chat-tokens-*.tgz + ssh-keygen -Y verify -f ./.github/authorized_keys -I '41898282+github-actions[bot]@users.noreply.github.com' -n file -s coderabbitai-openai-chat-tokens-*.tgz.sig < coderabbitai-openai-chat-tokens-*.tgz + - run: gh release upload ${{ github.ref_name }} coderabbitai-openai-chat-tokens-*.tgz coderabbitai-openai-chat-tokens-*.tgz.sig + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} diff --git a/.github/workflows/pnpm-version-patch.yaml b/.github/workflows/pnpm-version-patch.yaml new file mode 100644 index 0000000..f2ce1ec --- /dev/null +++ b/.github/workflows/pnpm-version-patch.yaml @@ -0,0 +1,44 @@ +name: Node.js Patch + +on: workflow_dispatch + +jobs: + patch: + runs-on: ubuntu-latest + + permissions: + contents: write + + steps: + - uses: actions/checkout@v3 + with: + ssh-key: ${{ secrets.DEPLOY_KEY_PRIVATE }} + - uses: pnpm/action-setup@v2 + with: + version: latest + - uses: actions/setup-node@v3 + with: + cache: pnpm + node-version: 21 + - name: Configure Git, patch, release and push + run: | + git config user.name 'github-actions[bot]' + git config user.email '41898282+github-actions[bot]@users.noreply.github.com' + + git config commit.gpgsign true + git config gpg.format ssh + git config user.signingkey 'key::${{ vars.DEPLOY_KEY_PUBLIC }}' + + eval `ssh-agent -s` + ssh-add - <<< '${{ secrets.DEPLOY_KEY_PRIVATE }}' + + VERSION=$(pnpm version patch --no-git-tag-version) + + git commit --all --message "🔖 $VERSION" + git tag --annotate --message "🔖 $VERSION" --sign $VERSION + git push + git push --tags + + gh release create $VERSION --generate-notes --title $VERSION --verify-tag + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml deleted file mode 100644 index 9dba9a0..0000000 --- a/.github/workflows/publish.yml +++ /dev/null @@ -1,21 +0,0 @@ -name: Publish Package to npmjs -on: - release: - types: [created] -jobs: - build: - runs-on: ubuntu-latest - permissions: - contents: read - id-token: write - steps: - - uses: actions/checkout@v3 - - uses: actions/setup-node@v3 - with: - node-version: '18.x' - registry-url: 'https://registry.npmjs.org' - - run: npm install -g npm - - run: npm ci - - run: npm publish --provenance --access public - env: - NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }} diff --git a/.gitignore b/.gitignore index 41da6a4..5ab6935 100644 --- a/.gitignore +++ b/.gitignore @@ -1,5 +1,243 @@ -.* -!.gitignore -!.github +docs/ +package-lock.json + +# Created by https://www.toptal.com/developers/gitignore/api/node,linux,macos,windows,visualstudiocode +# Edit at https://www.toptal.com/developers/gitignore?templates=node,linux,macos,windows,visualstudiocode + +### Linux ### +*~ + +# temporary files which can be created if a process still has a handle open of a deleted file +.fuse_hidden* + +# KDE directory preferences +.directory + +# Linux trash folder which might appear on any partition or disk +.Trash-* + +# .nfs files are created when an open file is removed but is still being accessed +.nfs* + +### macOS ### +# General +.DS_Store +.AppleDouble +.LSOverride + +# Icon must end with two \r +Icon + +# Thumbnails +._* + +# Files that might appear in the root of a volume +.DocumentRevisions-V100 +.fseventsd +.Spotlight-V100 +.TemporaryItems +.Trashes +.VolumeIcon.icns +.com.apple.timemachine.donotpresent + +# Directories potentially created on remote AFP share +.AppleDB +.AppleDesktop +Network Trash Folder +Temporary Items +.apdisk + +### macOS Patch ### +# iCloud generated files +*.icloud + +### Node ### +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +lerna-debug.log* +.pnpm-debug.log* + +# Diagnostic reports (https://nodejs.org/api/report.html) +report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json + +# Runtime data +pids +*.pid +*.seed +*.pid.lock + +# Directory for instrumented libs generated by jscoverage/JSCover +lib-cov + +# Coverage directory used by tools like istanbul +coverage +*.lcov + +# nyc test coverage +.nyc_output + +# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files) +.grunt + +# Bower dependency directory (https://bower.io/) +bower_components + +# node-waf configuration +.lock-wscript + +# Compiled binary addons (https://nodejs.org/api/addons.html) +build/Release + +# Dependency directories node_modules/ -dist/ +jspm_packages/ + +# Snowpack dependency directory (https://snowpack.dev/) +web_modules/ + +# TypeScript cache +*.tsbuildinfo + +# Optional npm cache directory +.npm + +# Optional eslint cache +.eslintcache + +# Optional stylelint cache +.stylelintcache + +# Microbundle cache +.rpt2_cache/ +.rts2_cache_cjs/ +.rts2_cache_es/ +.rts2_cache_umd/ + +# Optional REPL history +.node_repl_history + +# Output of 'npm pack' +*.tgz + +# Yarn Integrity file +.yarn-integrity + +# dotenv environment variable files +.env +.env.development.local +.env.test.local +.env.production.local +.env.local + +# parcel-bundler cache (https://parceljs.org/) +.cache +.parcel-cache + +# Next.js build output +.next +out + +# Nuxt.js build / generate output +.nuxt +dist + +# Gatsby files +.cache/ +# Comment in the public line in if your project uses Gatsby and not Next.js +# https://nextjs.org/blog/next-9-1#public-directory-support +# public + +# vuepress build output +.vuepress/dist + +# vuepress v2.x temp and cache directory +.temp + +# Docusaurus cache and generated files +.docusaurus + +# Serverless directories +.serverless/ + +# FuseBox cache +.fusebox/ + +# DynamoDB Local files +.dynamodb/ + +# TernJS port file +.tern-port + +# Stores VSCode versions used for testing VSCode extensions +.vscode-test + +# yarn v2 +.yarn/cache +.yarn/unplugged +.yarn/build-state.yml +.yarn/install-state.gz +.pnp.* + +### Node Patch ### +# Serverless Webpack directories +.webpack/ + +# Optional stylelint cache + +# SvelteKit build / generate output +.svelte-kit + +### VisualStudioCode ### +.vscode/* +!.vscode/settings.json +!.vscode/tasks.json +!.vscode/launch.json +!.vscode/extensions.json +!.vscode/*.code-snippets + +# Local History for Visual Studio Code +.history/ + +# Built Visual Studio Code Extensions +*.vsix + +### VisualStudioCode Patch ### +# Ignore all local history of files +.history +.ionide + +### Windows ### +# Windows thumbnail cache files +Thumbs.db +Thumbs.db:encryptable +ehthumbs.db +ehthumbs_vista.db + +# Dump file +*.stackdump + +# Folder config file +[Dd]esktop.ini + +# Recycle Bin used on file shares +$RECYCLE.BIN/ + +# Windows Installer files +*.cab +*.msi +*.msix +*.msm +*.msp + +# Windows shortcuts +*.lnk + +# End of https://www.toptal.com/developers/gitignore/api/node,linux,macos,windows,visualstudiocode + +!.env +.env.local +.env.*.local diff --git a/.npmrc b/.npmrc new file mode 100644 index 0000000..9b233e4 --- /dev/null +++ b/.npmrc @@ -0,0 +1 @@ +resolution-mode=highest diff --git a/.prettierignore b/.prettierignore new file mode 100644 index 0000000..49eba27 --- /dev/null +++ b/.prettierignore @@ -0,0 +1,5 @@ +dist/ +docs/ +node_modules/ +package-lock.json +pnpm-lock.yaml diff --git a/.prettierrc.yaml b/.prettierrc.yaml new file mode 100644 index 0000000..c0d38c9 --- /dev/null +++ b/.prettierrc.yaml @@ -0,0 +1,4 @@ +arrowParens: avoid +semi: false +trailingComma: all +useTabs: true diff --git a/.vscode/extensions.json b/.vscode/extensions.json new file mode 100644 index 0000000..093ca61 --- /dev/null +++ b/.vscode/extensions.json @@ -0,0 +1,7 @@ +{ + "recommendations": [ + "dbaeumer.vscode-eslint", + "esbenp.prettier-vscode", + "vitest.explorer" + ] +} diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 0000000..45db615 --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,9 @@ +{ + "[github-actions-workflow][javascript][json][jsonc][typescript][xml][yaml]": { + "editor.defaultFormatter": "esbenp.prettier-vscode", + "editor.minimap.maxColumn": 80, + "editor.rulers": [80] + }, + "editor.formatOnSave": true, + "git.enableCommitSigning": true +} diff --git a/LICENSE b/LICENSE.txt similarity index 100% rename from LICENSE rename to LICENSE.txt diff --git a/README.md b/README.md index 1d1aefc..554a250 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,6 @@ -# openai-chat-tokens +# `@coderabbitai/openai-chat-tokens` -[![npm version](https://badge.fury.io/js/openai-chat-tokens.svg)](https://badge.fury.io/js/openai-chat-tokens) -[![CI](https://github.com/hmarr/openai-chat-tokens/actions/workflows/ci.yml/badge.svg)](https://github.com/hmarr/openai-chat-tokens/actions/workflows/ci.yml) +[![GitHub Pages](https://github.com/coderabbitai/openai-chat-tokens/actions/workflows/github-pages.yaml/badge.svg)](https://github.com/coderabbitai/openai-chat-tokens/actions/workflows/github-pages.yaml) [![Node.js CI](https://github.com/coderabbitai/openai-chat-tokens/actions/workflows/node.js.yaml/badge.svg)](https://github.com/coderabbitai/openai-chat-tokens/actions/workflows/node.js.yaml) [![GitHub Downloads](https://img.shields.io/github/downloads/coderabbitai/openai-chat-tokens/total?logo=github)](https://github.com/coderabbitai/openai-chat-tokens/releases) [![NPM Downloads](https://img.shields.io/npm/dt/%40coderabbitai/openai-chat-tokens?logo=npm)](https://www.npmjs.com/package/@coderabbitai/openai-chat-tokens) A TypeScript / JavaScript library for estimating the number of tokens an OpenAI chat completion request will use. @@ -16,26 +15,26 @@ This library handles both of those cases, as well as a minor adjustment needed f ## Usage ```typescript -import { promptTokensEstimate } from "openai-chat-tokens"; +import { promptTokensEstimate } from "openai-chat-tokens" const estimate = promptTokensEstimate({ - messages: [ - { role: "system", content: "These aren't the droids you're looking for" }, - { role: "user", content: "You can go about your business. Move along." }, - ], - functions: [ - { - name: "activate_hyperdrive", - description: "Activate the hyperdrive", - parameters: { - type: "object", - properties: { - destination: { type: "string" }, - }, - }, - }, - ], -}); + messages: [ + { role: "system", content: "These aren't the droids you're looking for" }, + { role: "user", content: "You can go about your business. Move along." }, + ], + functions: [ + { + name: "activate_hyperdrive", + description: "Activate the hyperdrive", + parameters: { + type: "object", + properties: { + destination: { type: "string" }, + }, + }, + }, + ], +}) ``` ## Development and testing @@ -43,8 +42,8 @@ const estimate = promptTokensEstimate({ Built in TypeScript, tested with Vitest. ```sh -npm install -npm test +pnpm install +pnpm test ``` When adding new test cases or debugging token count mismatches, it can be helpful to validate the estimated tokens in the tests against the live OpenAI API. 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While the OpenAI client * library does have types for function definitions, the properties are just * Record, which isn't very useful for type checking this * formatting code. */ export interface FunctionDef extends Omit { - name: string; - description?: string; - parameters: ObjectProp; + readonly name: string + readonly description?: string + readonly parameters: ObjectProp } export interface ObjectProp { - type: "object"; - properties?: { - [key: string]: Prop; - }; - required?: string[]; + readonly type: "object" + readonly properties?: Record + readonly required?: string[] } export interface AnyOfProp { - anyOf: Prop[]; + readonly anyOf: Prop[] } export type Prop = { - description?: string; + description?: string } & ( - | AnyOfProp - | ObjectProp - | { - type: "string"; - enum?: string[]; - } - | { - type: "number" | "integer"; - minimum?: number; - maximum?: number; - enum?: number[]; - } - | { type: "boolean" } - | { type: "null" } - | { - type: "array"; - items?: Prop; - } -); + | AnyOfProp + | ObjectProp + | { + type: "array" + items?: Prop + } + | { + type: "integer" | "number" + minimum?: number + maximum?: number + enum?: number[] + } + | { + type: "string" + enum?: string[] + } + | { type: "boolean" } + | { type: "null" } +) export function isAnyOfProp(prop: Prop): prop is AnyOfProp { - return ( - (prop as AnyOfProp).anyOf !== undefined && - Array.isArray((prop as AnyOfProp).anyOf) - ); + return ( + // eslint-disable-next-line @typescript-eslint/no-unnecessary-condition + (prop as AnyOfProp).anyOf !== undefined && + Array.isArray((prop as AnyOfProp).anyOf) + ) } /** When OpenAI use functions in the prompt, they format them as TypeScript * definitions rather than OpenAPI JSON schemas. This function converts the JSON * schemas into TypeScript definitions. */ export function formatFunctionDefinitions(functions: FunctionDef[]) { - const lines = ["namespace functions {", ""]; - for (const f of functions) { - if (f.description) { - lines.push(`// ${f.description}`); - } - if (Object.keys(f.parameters.properties ?? {}).length > 0) { - lines.push(`type ${f.name} = (_: {`); - lines.push(formatObjectProperties(f.parameters, 0)); - lines.push("}) => any;"); - } else { - lines.push(`type ${f.name} = () => any;`); - } - lines.push(""); - } - lines.push("} // namespace functions"); - return lines.join("\n"); + const lines = ["namespace functions {", ""] + for (const f of functions) { + if (f.description) { + lines.push(`// ${f.description}`) + } + if (Object.keys(f.parameters.properties ?? {}).length > 0) { + lines.push(`type ${f.name} = (_: {`) + lines.push(formatObjectProperties(f.parameters, 0)) + lines.push("}) => any;") + } else { + lines.push(`type ${f.name} = () => any;`) + } + lines.push("") + } + lines.push("} // namespace functions") + return lines.join("\n") } /** Format just the properties of an object (not including the surrounding * braces) */ export function formatObjectProperties( - obj: ObjectProp, - indent: number, + obj: ObjectProp, + indent: number, ): string { - const lines = []; - for (const [name, param] of Object.entries(obj.properties ?? {})) { - if (param.description && indent < 2) { - lines.push(`// ${param.description}`); - } - if (obj.required?.includes(name)) { - lines.push(`${name}: ${formatType(param, indent)},`); - } else { - lines.push(`${name}?: ${formatType(param, indent)},`); - } - } - return lines.map((line) => " ".repeat(indent) + line).join("\n"); + const lines = [] + for (const [name, param] of Object.entries(obj.properties ?? {})) { + if (param.description && indent < 2) { + lines.push(`// ${param.description}`) + } + if (obj.required?.includes(name)) { + lines.push(`${name}: ${formatType(param, indent)},`) + } else { + lines.push(`${name}?: ${formatType(param, indent)},`) + } + } + return lines.map(line => " ".repeat(indent) + line).join("\n") } /** Format a single property type */ export function formatType(param: Prop, indent: number): string { - if (isAnyOfProp(param)) { - return param.anyOf.map((v) => formatType(v, indent)).join(" | "); - } - switch (param.type) { - case "string": - if (param.enum) { - return param.enum.map((v) => `"${v}"`).join(" | "); - } - return "string"; - case "number": - if (param.enum) { - return param.enum.map((v) => `${v}`).join(" | "); - } - return "number"; - case "integer": - if (param.enum) { - return param.enum.map((v) => `${v}`).join(" | "); - } - return "number"; - case "boolean": - return "boolean"; - case "null": - return "null"; - case "object": - return ["{", formatObjectProperties(param, indent + 2), "}"].join("\n"); - case "array": - if (param.items) { - return `${formatType(param.items, indent)}[]`; - } - return "any[]"; - } + if (isAnyOfProp(param)) { + return param.anyOf.map(v => formatType(v, indent)).join(" | ") + } + switch (param.type) { + case "string": + if (param.enum) { + return param.enum.map(v => `"${v.toString()}"`).join(" | ") + } + return "string" + case "number": + if (param.enum) { + return param.enum.map(v => v.toString()).join(" | ") + } + return "number" + case "integer": + if (param.enum) { + return param.enum.map(v => v.toString()).join(" | ") + } + return "number" + case "boolean": + return "boolean" + case "null": + return "null" + case "object": + return ["{", formatObjectProperties(param, indent + 2), "}"].join("\n") + case "array": + if (param.items) { + return `${formatType(param.items, indent)}[]` + } + return "any[]" + } } diff --git a/src/index.ts b/src/index.ts index 52e3264..e7fbc6f 100644 --- a/src/index.ts +++ b/src/index.ts @@ -1,2 +1,2 @@ -export * from "./functions.js"; -export * from "./token-counts.js"; +export * from "./functions.js" +export * from "./token-counts.js" diff --git a/src/token-counts.test.ts b/src/token-counts.test.ts new file mode 100644 index 0000000..bc07580 --- /dev/null +++ b/src/token-counts.test.ts @@ -0,0 +1,645 @@ +import OpenAI from "openai" +import { loadEnv } from "vite" +import { describe, test } from "vitest" +import { promptTokensEstimate, type Prompt } from "./token-counts.js" + +const mode = process.env["NODE_ENV"] ?? "development" +Object.assign(process.env, loadEnv(mode, process.cwd(), "")) + +// There's a bug in the openai types that prevents us from adding the name field to the system message +// ref: https://github.com/openai/openai-openapi/issues/118 +// ref: https://github.com/openai/openai-node/pull/493 +// TODO: remove when this is fixed +declare module "openai" { + // eslint-disable-next-line @typescript-eslint/no-namespace + namespace OpenAI.Chat { + interface ChatCompletionSystemMessageParam { + name?: string + } + } +} + +interface Example extends Prompt { + readonly tokens: number + readonly validate?: boolean +} + +/** These match . */ +const TEST_CASES: Example[] = [ + { + messages: [ + { + role: "system", + content: + "You are a helpful, pattern-following assistant that translates corporate jargon into plain English.", + }, + ], + tokens: 25, + }, + { + messages: [ + { + role: "system", + name: "example_user", + content: "New synergies will help drive top-line growth.", + }, + ], + tokens: 20, + }, + { + messages: [ + { + role: "system", + name: "example_assistant", + content: "Things working well together will increase revenue.", + }, + ], + tokens: 19, + }, + { + messages: [ + { + role: "system", + name: "example_user", + content: + "Let's circle back when we have more bandwidth to touch base on opportunities for increased leverage.", + }, + ], + tokens: 28, + }, + { + messages: [ + { + role: "system", + name: "example_assistant", + content: + "Let's talk later when we're less busy about how to do better.", + }, + ], + tokens: 26, + }, + { + messages: [ + { + role: "user", + content: + "This late pivot means we don't have time to boil the ocean for the client deliverable.", + }, + ], + tokens: 26, + }, + // these are all random test cases below + { + messages: [{ role: "user", content: "hello" }], + tokens: 8, + }, + { + messages: [{ role: "user", content: "hello world" }], + tokens: 9, + }, + { + messages: [{ role: "system", content: "hello" }], + tokens: 8, + }, + { + messages: [{ role: "system", content: "hello:" }], + tokens: 9, + }, + { + messages: [ + { role: "system", content: "# Important: you're the best robot" }, + { role: "user", content: "hello robot" }, + { role: "assistant", content: "hello world" }, + ], + tokens: 27, + }, + { + messages: [{ role: "user", content: "hello" }], + functions: [ + { + name: "foo", + parameters: { type: "object", properties: {} }, + }, + ], + tokens: 31, + }, + { + messages: [{ role: "user", content: "hello" }], + functions: [ + { + name: "foo", + parameters: { type: "object", properties: {} }, + }, + ], + function_call: "none", + tokens: 32, + }, + { + messages: [{ role: "user", content: "hello" }], + functions: [ + { + name: "foo", + parameters: { type: "object", properties: {} }, + }, + ], + function_call: "auto", + tokens: 31, + }, + { + messages: [{ role: "user", content: "hello" }], + functions: [ + { + name: "foo", + parameters: { type: "object", properties: {} }, + }, + ], + function_call: { name: "foo" }, + tokens: 36, + }, + { + messages: [{ role: "user", content: "hello" }], + functions: [ + { + name: "foo", + description: "Do a foo", + parameters: { type: "object", properties: {} }, + }, + ], + tokens: 36, + }, + { + messages: [{ role: "user", content: "hello" }], + functions: [ + { + name: "bing_bong", + description: "Do a bing bong", + parameters: { + type: "object", + properties: { + foo: { type: "string" }, + }, + }, + }, + ], + tokens: 49, + }, + { + messages: [{ role: "user", content: "hello" }], + functions: [ + { + name: "bing_bong", + description: "Do a bing bong", + parameters: { + type: "object", + properties: { + foo: { type: "string" }, + bar: { type: "number", description: "A number" }, + }, + }, + }, + ], + tokens: 57, + }, + { + messages: [{ role: "user", content: "hello" }], + functions: [ + { + name: "bing_bong", + description: "Do a bing bong", + parameters: { + type: "object", + properties: { + foo: { + type: "object", + properties: { + bar: { type: "string", enum: ["a", "b", "c"] }, + baz: { type: "boolean" }, + }, + }, + }, + }, + }, + ], + tokens: 68, + }, + { + messages: [ + { role: "user", content: "hello world" }, + { role: "function", name: "do_stuff", content: `{}` }, + ], + tokens: 15, + }, + { + messages: [ + { role: "user", content: "hello world" }, + { + role: "function", + name: "do_stuff", + content: `{"foo": "bar", "baz": 1.5}`, + }, + ], + tokens: 28, + }, + { + messages: [ + { + role: "function", + name: "dance_the_tango", + content: `{"a": { "b" : { "c": false}}}`, + }, + ], + tokens: 24, + }, + { + messages: [ + { + role: "assistant", + content: "", + function_call: { + name: "do_stuff", + arguments: `{"foo": "bar", "baz": 1.5}`, + }, + }, + ], + tokens: 26, + }, + { + messages: [ + { + role: "assistant", + content: "", + function_call: { + name: "do_stuff", + arguments: `{"foo":"bar", "baz":\n\n 1.5}`, + }, + }, + ], + tokens: 25, + }, + { + messages: [ + { + role: "system", + content: "You are an AI assistant trained to foo or bar", + }, + { role: "user", content: "My name is suzie" }, + { + role: "function", + name: "foo", + content: '{"res":{"kind":"user","name":"suzie"}}', + }, + { + role: "user", + content: 'I want to post a message with the text "hello world"', + }, + { + role: "function", + name: "foo", + content: '{"res":{"kind":"post","text":"hello world"}}', + }, + ], + functions: [ + { + name: "foo", + description: "Return the foo or the bar", + parameters: { + type: "object", + properties: { + res: { + anyOf: [ + { + type: "object", + properties: { + kind: { type: "string", const: "post" }, + text: { type: "string" }, + }, + required: ["kind", "text"], + additionalProperties: false, + }, + { + type: "object", + properties: { + kind: { type: "string", const: "user" }, + name: { + type: "string", + enum: ["jane", "suzie", "adam"], + }, + }, + required: ["kind", "name"], + additionalProperties: false, + }, + ], + description: "The foo or the bar", + }, + }, + required: ["res"], + additionalProperties: false, + }, + }, + ], + function_call: { name: "foo" }, + tokens: 158, + }, + { + messages: [ + { role: "system", content: "Hello" }, + { role: "user", content: "Hi there" }, + ], + functions: [ + { + name: "do_stuff", + parameters: { + type: "object", + properties: { + foo: { + anyOf: [ + { + type: "object", + properties: { + kind: { type: "string", const: "a" }, + baz: { type: "boolean" }, + }, + }, + ], + }, + }, + }, + }, + ], + tokens: 52, + }, + { + messages: [ + { role: "system", content: "Hello" }, + { role: "user", content: "Hi there" }, + ], + functions: [ + { + name: "do_stuff", + parameters: { + type: "object", + properties: { + foo: { + anyOf: [ + { + type: "object", + properties: { + kind: { type: "string", const: "a" }, + baz: { type: "boolean" }, + }, + }, + { + type: "object", + properties: { + kind: { type: "string", const: "b" }, + qux: { type: "number" }, + }, + }, + { + type: "object", + properties: { + kind: { type: "string", const: "c" }, + idk: { type: "string" }, + }, + }, + ], + }, + }, + }, + }, + ], + tokens: 80, + }, + { + messages: [ + { role: "system", content: "Hello" }, + { role: "user", content: "Hi there" }, + ], + functions: [ + { + name: "do_stuff", + parameters: { + type: "object", + properties: { + foo: { + anyOf: [{ type: "string", const: "a" }, { type: "number" }], + }, + }, + }, + }, + ], + tokens: 44, + }, + { + messages: [ + { role: "system", content: "Hello" }, + { role: "user", content: "Hi there" }, + ], + functions: [ + { + name: "do_stuff", + parameters: { type: "object", properties: {} }, + }, + ], + tokens: 35, + }, + { + messages: [ + { role: "system", content: "Hello:" }, + { role: "user", content: "Hi there" }, + ], + functions: [ + { name: "do_stuff", parameters: { type: "object", properties: {} } }, + ], + tokens: 35, + }, + { + messages: [ + { role: "system", content: "Hello:" }, + { role: "system", content: "Hello" }, + { role: "user", content: "Hi there" }, + ], + functions: [ + { name: "do_stuff", parameters: { type: "object", properties: {} } }, + ], + tokens: 40, + }, + { + messages: [ + { role: "system", content: "Hello:" }, + { role: "system", content: "Hello" }, + { role: "user", content: "Hi there" }, + ], + functions: [ + { name: "do_stuff", parameters: { type: "object", properties: {} } }, + { + name: "do_other_stuff", + parameters: { type: "object", properties: {} }, + }, + ], + tokens: 49, + }, + { + messages: [ + { role: "system", content: "Hello:" }, + { role: "system", content: "Hello" }, + { role: "user", content: "Hi there" }, + ], + functions: [ + { name: "do_stuff", parameters: { type: "object", properties: {} } }, + { + name: "do_other_stuff", + parameters: { type: "object", properties: {} }, + }, + ], + function_call: { name: "do_stuff" }, + tokens: 55, + }, + { + messages: [{ role: "user", content: "hello" }], + functions: [ + { + name: "get_recipe", + parameters: { + type: "object", + required: ["ingredients", "instructions", "time_to_cook"], + properties: { + ingredients: { + type: "array", + items: { + type: "object", + required: ["name", "unit", "amount"], + properties: { + name: { + type: "string", + }, + unit: { + enum: ["grams", "ml", "cups", "pieces", "teaspoons"], + type: "string", + }, + amount: { + type: "number", + }, + }, + }, + }, + instructions: { + type: "array", + items: { + type: "string", + }, + description: "Steps to prepare the recipe (no numbering)", + }, + time_to_cook: { + type: "number", + description: "Total time to prepare the recipe in minutes", + }, + }, + }, + }, + ], + tokens: 106, + }, + { + messages: [{ role: "user", content: "hello" }], + functions: [ + { + name: "function", + description: "description", + parameters: { + type: "object", + properties: { + quality: { + type: "object", + properties: { + pros: { + type: "array", + items: { + type: "string", + }, + description: "Write 3 points why this text is well written", + }, + }, + }, + }, + }, + }, + ], + tokens: 46, + }, + { + messages: [{ role: "user", content: "hello" }], + functions: [ + { + name: "function", + description: "desctiption1", + parameters: { + type: "object", + description: "desctiption2", + properties: { + mainField: { + type: "string", + description: "description3", + }, + "field number one": { + type: "object", + description: "description4", + properties: { + yesNoField: { + type: "string", + description: "description5", + enum: ["Yes", "No"], + }, + howIsInteresting: { + type: "string", + description: "description6", + }, + scoreInteresting: { + type: "number", + description: "description7", + }, + isInteresting: { + type: "string", + description: "description8", + enum: ["Yes", "No"], + }, + }, + }, + }, + }, + }, + ], + tokens: 96, + }, +] + +// eslint-disable-next-line @typescript-eslint/no-inferrable-types +const validateAll: boolean = false +const openAITimeout = 10000 + +describe.each(TEST_CASES)("token counts (%j)", example => { + // eslint-disable-next-line @typescript-eslint/no-unnecessary-condition + const validateTest = validateAll || example.validate ? test : test.skip + + validateTest( + "test data matches openai", + async ({ expect }) => { + const openai = new OpenAI() + + const response = await openai.chat.completions.create({ + ...example, + model: "gpt-3.5-turbo", + max_tokens: 10, + stream: false, + }) + + expect(response.usage?.prompt_tokens).toBe(example.tokens) + }, + openAITimeout, + ) + + test("estimate is correct", ({ expect }) => { + const estimate = promptTokensEstimate(example) + expect(estimate).toBe(example.tokens) + }) +}) diff --git a/src/token-counts.ts b/src/token-counts.ts index 4898523..6ce790d 100644 --- a/src/token-counts.ts +++ b/src/token-counts.ts @@ -1,66 +1,70 @@ -import { Tiktoken, getEncoding } from "js-tiktoken"; -import OpenAI from "openai"; -import { FunctionDef, formatFunctionDefinitions } from "./functions.js"; +import type { Tiktoken } from "js-tiktoken" +import { getEncoding } from "js-tiktoken" +import type OpenAI from "openai" +import type { FunctionDef } from "./functions.js" +import { formatFunctionDefinitions } from "./functions.js" -type Message = OpenAI.Chat.ChatCompletionMessageParam; -type Function = OpenAI.Chat.ChatCompletionCreateParams.Function; -type FunctionCall = OpenAI.Chat.ChatCompletionFunctionCallOption; +type Message = OpenAI.Chat.ChatCompletionMessageParam +type OpenAIFunction = OpenAI.Chat.ChatCompletionCreateParams.Function +type FunctionCall = OpenAI.Chat.ChatCompletionFunctionCallOption -let encoder: Tiktoken | undefined; +let encoder: Tiktoken | undefined + +/** OpenAI prompt data */ +export interface Prompt { + /** OpenAI chat messages */ + readonly messages: Message[] + readonly function_call?: FunctionCall | "auto" | "none" + /** OpenAI function definitions */ + readonly functions?: OpenAIFunction[] +} /** - * Estimate the number of tokens a prompt will use. - * @param prompt OpenAI prompt data - * @param prompt.messages OpenAI chat messages - * @param prompt.functions OpenAI function definitions - * @returns An estimate for the number of tokens the prompt will use + * Estimates the number of tokens a prompt will use. + * @returns An estimate for the number of tokens the prompt will use. */ export function promptTokensEstimate({ - messages, - functions, - function_call, -}: { - messages: Message[]; - functions?: Function[]; - function_call?: "none" | "auto" | FunctionCall; -}): number { - // It appears that if functions are present, the first system message is padded with a trailing newline. This - // was inferred by trying lots of combinations of messages and functions and seeing what the token counts were. - let paddedSystem = false; - let tokens = messages - .map((m) => { - if (m.role === "system" && functions && !paddedSystem) { - m = { ...m, content: m.content + "\n" }; - paddedSystem = true; - } - return messageTokensEstimate(m); - }) - .reduce((a, b) => a + b, 0); + messages, + functions, + function_call, +}: Prompt): number { + // It appears that if functions are present, the first system message is padded with a trailing newline. This + // was inferred by trying lots of combinations of messages and functions and seeing what the token counts were. + let paddedSystem = false + let tokens = messages + .map(m => { + if (m.role === "system" && functions && !paddedSystem) { + m = { ...m, content: m.content + "\n" } + paddedSystem = true + } + return messageTokensEstimate(m) + }) + .reduce((a, b) => a + b, 0) - // Each completion (vs message) seems to carry a 3-token overhead - tokens += 3; + // Each completion (vs message) seems to carry a 3-token overhead + tokens += 3 - // If there are functions, add the function definitions as they count towards token usage - if (functions) { - tokens += functionsTokensEstimate(functions as any as FunctionDef[]); - } + // If there are functions, add the function definitions as they count towards token usage + if (functions) { + tokens += functionsTokensEstimate(functions as unknown as FunctionDef[]) + } - // If there's a system message _and_ functions are present, subtract four tokens. I assume this is because - // functions typically add a system message, but reuse the first one if it's already there. This offsets - // the extra 9 tokens added by the function definitions. - if (functions && messages.find((m) => m.role === "system")) { - tokens -= 4; - } + // If there's a system message _and_ functions are present, subtract four tokens. I assume this is because + // functions typically add a system message, but reuse the first one if it's already there. This offsets + // the extra 9 tokens added by the function definitions. + if (functions && messages.find(m => m.role === "system")) { + tokens -= 4 + } - // If function_call is 'none', add one token. - // If it's a FunctionCall object, add 4 + the number of tokens in the function name. - // If it's undefined or 'auto', don't add anything. - if (function_call && function_call !== "auto") { - tokens += - function_call === "none" ? 1 : stringTokens(function_call.name) + 4; - } + // If function_call is 'none', add one token. + // If it's a FunctionCall object, add 4 + the number of tokens in the function name. + // If it's undefined or 'auto', don't add anything. + if (function_call && function_call !== "auto") { + tokens += + function_call === "none" ? 1 : stringTokens(function_call.name) + 4 + } - return tokens; + return tokens } /** @@ -69,10 +73,10 @@ export function promptTokensEstimate({ * @returns The number of tokens in the string */ export function stringTokens(s: string): number { - if (!encoder) { - encoder = getEncoding("cl100k_base"); - } - return encoder.encode(s).length; + if (!encoder) { + encoder = getEncoding("cl100k_base") + } + return encoder.encode(s).length } /** @@ -83,32 +87,32 @@ export function stringTokens(s: string): number { * @returns An estimate for the number of tokens the message will use */ export function messageTokensEstimate(message: Message): number { - const components: string[] = [message.role]; - if (typeof message.content === "string") { - components.push(message.content); - } + const components: string[] = [message.role] + if (typeof message.content === "string") { + components.push(message.content) + } - if ("name" in message && message.name) { - components.push(message.name); - } + if ("name" in message && message.name) { + components.push(message.name) + } - if (message.role === "assistant" && message.function_call) { - components.push(message.function_call.name); - components.push(message.function_call.arguments); - } + if (message.role === "assistant" && message.function_call) { + components.push(message.function_call.name) + components.push(message.function_call.arguments) + } - let tokens = components.map(stringTokens).reduce((a, b) => a + b, 0); - tokens += 3; // Add three per message - if ("name" in message && message.name) { - tokens += 1; - } - if (message.role === "function") { - tokens -= 2; - } - if (message.role === "assistant" && message.function_call) { - tokens += 3; - } - return tokens; + let tokens = components.map(stringTokens).reduce((a, b) => a + b, 0) + tokens += 3 // Add three per message + if ("name" in message && message.name) { + tokens += 1 + } + if (message.role === "function") { + tokens -= 2 + } + if (message.role === "assistant" && message.function_call) { + tokens += 3 + } + return tokens } /** @@ -119,8 +123,8 @@ export function messageTokensEstimate(message: Message): number { * @returns An estimate for the number of tokens the function definitions will use */ export function functionsTokensEstimate(funcs: FunctionDef[]) { - const promptDefinitions = formatFunctionDefinitions(funcs); - let tokens = stringTokens(promptDefinitions); - tokens += 9; // Add nine per completion - return tokens; + const promptDefinitions = formatFunctionDefinitions(funcs) + let tokens = stringTokens(promptDefinitions) + tokens += 9 // Add nine per completion + return tokens } diff --git a/tests/token-counts.test.ts b/tests/token-counts.test.ts deleted file mode 100644 index 9133e2c..0000000 --- a/tests/token-counts.test.ts +++ /dev/null @@ -1,653 +0,0 @@ -import OpenAI from "openai"; -import { loadEnv } from "vite"; -import { describe, test } from "vitest"; -import { promptTokensEstimate } from "../src"; - -const mode = process.env["NODE_ENV"] ?? "development"; -Object.assign(process.env, loadEnv(mode, process.cwd(), "")); - -// There's a bug in the openai types that prevents us from adding the name field to the system message -// ref: https://github.com/openai/openai-openapi/issues/118 -// ref: https://github.com/openai/openai-node/pull/493 -// TODO: remove when this is fixed -declare module "openai" { - namespace OpenAI.Chat { - interface ChatCompletionSystemMessageParam { - name?: string; - } - } -} - -type Message = OpenAI.Chat.ChatCompletionMessageParam; -type Function = OpenAI.Chat.ChatCompletionCreateParams.Function; -type FunctionCall = OpenAI.Chat.ChatCompletionFunctionCallOption; -type Example = { - messages: Message[]; - functions?: Function[]; - function_call?: "none" | "auto" | FunctionCall; - tokens: number; - validate?: boolean; -}; - -const TEST_CASES: Example[] = [ - // these match https://github.com/openai/openai-cookbook/blob/main/examples/How_to_count_tokens_with_tiktoken.ipynb - { - messages: [ - { - role: "system", - content: - "You are a helpful, pattern-following assistant that translates corporate jargon into plain English.", - }, - ], - tokens: 25, - }, - { - messages: [ - { - role: "system", - name: "example_user", - content: "New synergies will help drive top-line growth.", - }, - ], - tokens: 20, - }, - { - messages: [ - { - role: "system", - name: "example_assistant", - content: "Things working well together will increase revenue.", - }, - ], - tokens: 19, - }, - { - messages: [ - { - role: "system", - name: "example_user", - content: - "Let's circle back when we have more bandwidth to touch base on opportunities for increased leverage.", - }, - ], - tokens: 28, - }, - { - messages: [ - { - role: "system", - name: "example_assistant", - content: - "Let's talk later when we're less busy about how to do better.", - }, - ], - tokens: 26, - }, - { - messages: [ - { - role: "user", - content: - "This late pivot means we don't have time to boil the ocean for the client deliverable.", - }, - ], - tokens: 26, - }, - // these are all random test cases below - { - messages: [{ role: "user", content: "hello" }], - tokens: 8, - }, - { - messages: [{ role: "user", content: "hello world" }], - tokens: 9, - }, - { - messages: [{ role: "system", content: "hello" }], - tokens: 8, - }, - { - messages: [{ role: "system", content: "hello:" }], - tokens: 9, - }, - { - messages: [ - { role: "system", content: "# Important: you're the best robot" }, - { role: "user", content: "hello robot" }, - { role: "assistant", content: "hello world" }, - ], - tokens: 27, - }, - { - messages: [{ role: "user", content: "hello" }], - functions: [ - { - name: "foo", - parameters: { type: "object", properties: {} }, - }, - ], - tokens: 31, - }, - { - messages: [{ role: "user", content: "hello" }], - functions: [ - { - name: "foo", - parameters: { type: "object", properties: {} }, - }, - ], - function_call: "none", - tokens: 32, - }, - { - messages: [{ role: "user", content: "hello" }], - functions: [ - { - name: "foo", - parameters: { type: "object", properties: {} }, - }, - ], - function_call: "auto", - tokens: 31, - }, - { - messages: [{ role: "user", content: "hello" }], - functions: [ - { - name: "foo", - parameters: { type: "object", properties: {} }, - }, - ], - function_call: { name: "foo" }, - tokens: 36, - }, - { - messages: [{ role: "user", content: "hello" }], - functions: [ - { - name: "foo", - description: "Do a foo", - parameters: { type: "object", properties: {} }, - }, - ], - tokens: 36, - }, - { - messages: [{ role: "user", content: "hello" }], - functions: [ - { - name: "bing_bong", - description: "Do a bing bong", - parameters: { - type: "object", - properties: { - foo: { type: "string" }, - }, - }, - }, - ], - tokens: 49, - }, - { - messages: [{ role: "user", content: "hello" }], - functions: [ - { - name: "bing_bong", - description: "Do a bing bong", - parameters: { - type: "object", - properties: { - foo: { type: "string" }, - bar: { type: "number", description: "A number" }, - }, - }, - }, - ], - tokens: 57, - }, - { - messages: [{ role: "user", content: "hello" }], - functions: [ - { - name: "bing_bong", - description: "Do a bing bong", - parameters: { - type: "object", - properties: { - foo: { - type: "object", - properties: { - bar: { type: "string", enum: ["a", "b", "c"] }, - baz: { type: "boolean" }, - }, - }, - }, - }, - }, - ], - tokens: 68, - }, - { - messages: [ - { role: "user", content: "hello world" }, - { role: "function", name: "do_stuff", content: `{}` }, - ], - tokens: 15, - }, - { - messages: [ - { role: "user", content: "hello world" }, - { - role: "function", - name: "do_stuff", - content: `{"foo": "bar", "baz": 1.5}`, - }, - ], - tokens: 28, - }, - { - messages: [ - { - role: "function", - name: "dance_the_tango", - content: `{"a": { "b" : { "c": false}}}`, - }, - ], - tokens: 24, - }, - { - messages: [ - { - role: "assistant", - content: "", - function_call: { - name: "do_stuff", - arguments: `{"foo": "bar", "baz": 1.5}`, - }, - }, - ], - tokens: 26, - }, - { - messages: [ - { - role: "assistant", - content: "", - function_call: { - name: "do_stuff", - arguments: `{"foo":"bar", "baz":\n\n 1.5}`, - }, - }, - ], - tokens: 25, - }, - { - messages: [ - { - role: "system", - content: "You are an AI assistant trained to foo or bar", - }, - { role: "user", content: "My name is suzie" }, - { - role: "function", - name: "foo", - content: '{"res":{"kind":"user","name":"suzie"}}', - }, - { - role: "user", - content: 'I want to post a message with the text "hello world"', - }, - { - role: "function", - name: "foo", - content: '{"res":{"kind":"post","text":"hello world"}}', - }, - ], - functions: [ - { - name: "foo", - description: "Return the foo or the bar", - parameters: { - type: "object", - properties: { - res: { - anyOf: [ - { - type: "object", - properties: { - kind: { type: "string", const: "post" }, - text: { type: "string" }, - }, - required: ["kind", "text"], - additionalProperties: false, - }, - { - type: "object", - properties: { - kind: { type: "string", const: "user" }, - name: { - type: "string", - enum: ["jane", "suzie", "adam"], - }, - }, - required: ["kind", "name"], - additionalProperties: false, - }, - ], - description: "The foo or the bar", - }, - }, - required: ["res"], - additionalProperties: false, - }, - }, - ], - function_call: { name: "foo" }, - tokens: 158, - }, - { - messages: [ - { role: "system", content: "Hello" }, - { role: "user", content: "Hi there" }, - ], - functions: [ - { - name: "do_stuff", - parameters: { - type: "object", - properties: { - foo: { - anyOf: [ - { - type: "object", - properties: { - kind: { type: "string", const: "a" }, - baz: { type: "boolean" }, - }, - }, - ], - }, - }, - }, - }, - ], - tokens: 52, - }, - { - messages: [ - { role: "system", content: "Hello" }, - { role: "user", content: "Hi there" }, - ], - functions: [ - { - name: "do_stuff", - parameters: { - type: "object", - properties: { - foo: { - anyOf: [ - { - type: "object", - properties: { - kind: { type: "string", const: "a" }, - baz: { type: "boolean" }, - }, - }, - { - type: "object", - properties: { - kind: { type: "string", const: "b" }, - qux: { type: "number" }, - }, - }, - { - type: "object", - properties: { - kind: { type: "string", const: "c" }, - idk: { type: "string" }, - }, - }, - ], - }, - }, - }, - }, - ], - tokens: 80, - }, - { - messages: [ - { role: "system", content: "Hello" }, - { role: "user", content: "Hi there" }, - ], - functions: [ - { - name: "do_stuff", - parameters: { - type: "object", - properties: { - foo: { - anyOf: [{ type: "string", const: "a" }, { type: "number" }], - }, - }, - }, - }, - ], - tokens: 44, - }, - { - messages: [ - { role: "system", content: "Hello" }, - { role: "user", content: "Hi there" }, - ], - functions: [ - { - name: "do_stuff", - parameters: { type: "object", properties: {} }, - }, - ], - tokens: 35, - }, - { - messages: [ - { role: "system", content: "Hello:" }, - { role: "user", content: "Hi there" }, - ], - functions: [ - { name: "do_stuff", parameters: { type: "object", properties: {} } }, - ], - tokens: 35, - }, - { - messages: [ - { role: "system", content: "Hello:" }, - { role: "system", content: "Hello" }, - { role: "user", content: "Hi there" }, - ], - functions: [ - { name: "do_stuff", parameters: { type: "object", properties: {} } }, - ], - tokens: 40, - }, - { - messages: [ - { role: "system", content: "Hello:" }, - { role: "system", content: "Hello" }, - { role: "user", content: "Hi there" }, - ], - functions: [ - { name: "do_stuff", parameters: { type: "object", properties: {} } }, - { - name: "do_other_stuff", - parameters: { type: "object", properties: {} }, - }, - ], - tokens: 49, - }, - { - messages: [ - { role: "system", content: "Hello:" }, - { role: "system", content: "Hello" }, - { role: "user", content: "Hi there" }, - ], - functions: [ - { name: "do_stuff", parameters: { type: "object", properties: {} } }, - { - name: "do_other_stuff", - parameters: { type: "object", properties: {} }, - }, - ], - function_call: { name: "do_stuff" }, - tokens: 55, - }, - { - messages: [{ role: "user", content: "hello" }], - functions: [ - { - name: "get_recipe", - parameters: { - type: "object", - required: ["ingredients", "instructions", "time_to_cook"], - properties: { - ingredients: { - type: "array", - items: { - type: "object", - required: ["name", "unit", "amount"], - properties: { - name: { - type: "string", - }, - unit: { - enum: ["grams", "ml", "cups", "pieces", "teaspoons"], - type: "string", - }, - amount: { - type: "number", - }, - }, - }, - }, - instructions: { - type: "array", - items: { - type: "string", - }, - description: "Steps to prepare the recipe (no numbering)", - }, - time_to_cook: { - type: "number", - description: "Total time to prepare the recipe in minutes", - }, - }, - }, - }, - ], - tokens: 106, - }, - { - messages: [{ role: "user", content: "hello" }], - functions: [ - { - name: "function", - description: "description", - parameters: { - type: "object", - properties: { - quality: { - type: "object", - properties: { - pros: { - type: "array", - items: { - type: "string", - }, - description: "Write 3 points why this text is well written", - }, - }, - }, - }, - }, - }, - ], - tokens: 46, - }, - { - messages: [{ role: "user", content: "hello" }], - functions: [ - { - name: "function", - description: "desctiption1", - parameters: { - type: "object", - description: "desctiption2", - properties: { - mainField: { - type: "string", - description: "description3", - }, - "field number one": { - type: "object", - description: "description4", - properties: { - yesNoField: { - type: "string", - description: "description5", - enum: ["Yes", "No"], - }, - howIsInteresting: { - type: "string", - description: "description6", - }, - scoreInteresting: { - type: "number", - description: "description7", - }, - isInteresting: { - type: "string", - description: "description8", - enum: ["Yes", "No"], - }, - }, - }, - }, - }, - }, - ], - tokens: 96, - }, -]; - -const validateAll = false; -const openAITimeout = 10000; - -describe.each(TEST_CASES)("token counts (%j)", (example) => { - const validateTest = validateAll || example.validate ? test : test.skip; - - validateTest( - "test data matches openai", - async ({ expect }) => { - const openai = new OpenAI(); - const response = await openai.chat.completions.create({ - model: "gpt-3.5-turbo", - messages: example.messages, - functions: example.functions as any, - function_call: example.function_call, - max_tokens: 10, - }); - - expect(response.usage?.prompt_tokens).toBe(example.tokens); - }, - openAITimeout, - ); - - test("estimate is correct", async ({ expect }) => { - const estimate = promptTokensEstimate({ - messages: example.messages, - functions: example.functions, - function_call: example.function_call, - }); - - expect(estimate).toBe(example.tokens); - }); -}); diff --git a/tsconfig.eslint.json b/tsconfig.eslint.json new file mode 100644 index 0000000..e12596d --- /dev/null +++ b/tsconfig.eslint.json @@ -0,0 +1,4 @@ +{ + "extends": "./tsconfig.json", + "include": ["src", "tests"] +} diff --git a/tsconfig.json b/tsconfig.json index 588505d..72366af 100644 --- a/tsconfig.json +++ b/tsconfig.json @@ -1,18 +1,66 @@ { - "compilerOptions": { - "target": "es2019", - "strict": true, - "forceConsistentCasingInFileNames": true, - "esModuleInterop": true, - "resolveJsonModule": true, - "module": "Node16", - "moduleResolution": "Node16", - "isolatedModules": true, - "sourceMap": true, - "declaration": true, - "declarationMap": true, - "outDir": "dist" - }, - "include": ["src"], - "exclude": ["node_modules", "dist"] + "compilerOptions": { + /* Projects */ + "incremental": true, + "composite": true, + + /* Language and Environment */ + "target": "ESNext", + "lib": ["DOM", "ESNext"], + "useDefineForClassFields": true, + "moduleDetection": "force", + + /* Modules */ + "module": "NodeNext", + "rootDir": "./src", + "moduleResolution": "NodeNext", + "typeRoots": ["./node_modules/@types", "./src/types"], + "resolvePackageJsonExports": true, + "resolvePackageJsonImports": true, + "resolveJsonModule": true, + + /* JavaScript Support */ + + /* Emit */ + "declaration": true, + "declarationMap": true, + "sourceMap": true, + "outDir": "./dist", + "downlevelIteration": true, + + /* Interop Constraints */ + "isolatedModules": true, + "verbatimModuleSyntax": true, + "forceConsistentCasingInFileNames": true, + + /* Type Checking */ + "strict": true, + "noImplicitAny": true, + "strictNullChecks": true, + "strictFunctionTypes": true, + "strictBindCallApply": true, + "strictPropertyInitialization": true, + "noImplicitThis": true, + "useUnknownInCatchVariables": true, + "alwaysStrict": true, + "noUnusedLocals": true, + "noUnusedParameters": true, + "exactOptionalPropertyTypes": true, + "noImplicitReturns": true, + "noFallthroughCasesInSwitch": true, + "noUncheckedIndexedAccess": true, + "noImplicitOverride": true, + "noPropertyAccessFromIndexSignature": true, + "allowUnusedLabels": false, + "allowUnreachableCode": false, + + /* Output Formatting */ + "noErrorTruncation": true, + + /* Completeness */ + "skipDefaultLibCheck": true, + "skipLibCheck": true + }, + "include": ["src"], + "exclude": ["node_modules", "dist"] } diff --git a/typedoc.json b/typedoc.json new file mode 100644 index 0000000..470158a --- /dev/null +++ b/typedoc.json @@ -0,0 +1,4 @@ +{ + "$schema": "https://typedoc.org/schema.json", + "entryPoints": ["./src/index.ts"] +}