From 4a5b3af94a3dcbea4295362e5da90db7d2cb7c35 Mon Sep 17 00:00:00 2001 From: Kun Chen Date: Sat, 19 Aug 2023 15:32:51 -0700 Subject: [PATCH] initial release --- .changeset/README.md | 8 + .changeset/config.json | 11 + .changeset/strange-ligers-lick.md | 5 + .editorconfig | 7 + .eslintignore | 38 + .eslintrc.json | 25 + .gitattributes | 10 + .github/workflows/build.yml | 42 + .github/workflows/publish.yml | 49 + .npmrc | 2 + .prettierignore | 38 + .prettierrc.json | 7 + CONTRIBUTING.md | 29 + README.md | 66 +- index.ts | 2 + package.json | 66 + pnpm-lock.yaml | 4159 +++++++++++++++++++++++++++++ src/decorators.ts | 91 + src/internals.ts | 39 + src/session.ts | 259 ++ tests/session.test.ts | 134 + tsconfig.json | 28 + tsup.config.ts | 11 + vitest.config.ts | 7 + 24 files changed, 5132 insertions(+), 1 deletion(-) create mode 100644 .changeset/README.md create mode 100644 .changeset/config.json create mode 100644 .changeset/strange-ligers-lick.md create mode 100644 .editorconfig create mode 100644 .eslintignore create mode 100644 .eslintrc.json create mode 100644 .gitattributes create mode 100644 .github/workflows/build.yml create mode 100644 .github/workflows/publish.yml create mode 100644 .npmrc create mode 100644 .prettierignore create mode 100644 .prettierrc.json create mode 100644 CONTRIBUTING.md create mode 100644 index.ts create mode 100644 package.json create mode 100644 pnpm-lock.yaml create mode 100644 src/decorators.ts create mode 100644 src/internals.ts create mode 100644 src/session.ts create mode 100644 tests/session.test.ts create mode 100644 tsconfig.json create mode 100644 tsup.config.ts create mode 100644 vitest.config.ts diff --git a/.changeset/README.md b/.changeset/README.md new file mode 100644 index 0000000..e5b6d8d --- /dev/null +++ b/.changeset/README.md @@ -0,0 +1,8 @@ +# Changesets + +Hello and welcome! This folder has been automatically generated by `@changesets/cli`, a build tool that works +with multi-package repos, or single-package repos to help you version and publish your code. You can +find the full documentation for it [in our repository](https://github.com/changesets/changesets) + +We have a quick list of common questions to get you started engaging with this project in +[our documentation](https://github.com/changesets/changesets/blob/main/docs/common-questions.md) diff --git a/.changeset/config.json b/.changeset/config.json new file mode 100644 index 0000000..ab848d1 --- /dev/null +++ b/.changeset/config.json @@ -0,0 +1,11 @@ +{ + "$schema": "https://unpkg.com/@changesets/config@2.3.1/schema.json", + "changelog": "@changesets/cli/changelog", + "commit": false, + "fixed": [], + "linked": [], + "access": "restricted", + "baseBranch": "main", + "updateInternalDependencies": "patch", + "ignore": [] +} diff --git a/.changeset/strange-ligers-lick.md b/.changeset/strange-ligers-lick.md new file mode 100644 index 0000000..054f9c1 --- /dev/null +++ b/.changeset/strange-ligers-lick.md @@ -0,0 +1,5 @@ +--- +'function-gpt': major +--- + +Initial release with minimal functionality. diff --git a/.editorconfig b/.editorconfig new file mode 100644 index 0000000..e9d2f99 --- /dev/null +++ b/.editorconfig @@ -0,0 +1,7 @@ +[*] +indent_style=space +indent_size=2 +tab_width=2 +end_of_line=lf +insert_final_newline=false +charset=utf-8 diff --git a/.eslintignore b/.eslintignore new file mode 100644 index 0000000..7828ef5 --- /dev/null +++ b/.eslintignore @@ -0,0 +1,38 @@ +**/*.log +**/.DS_Store +*. +.vscode/settings.json +.history +.yarn +bazel-* +bazel-bin +bazel-out +bazel-qwik +bazel-testlogs +coverage +dist +dist-dev +lib +lib-types +etc +external +node_modules +temp +tsc-out +tsdoc-metadata.json +target +output +rollup.config.js +build +.cache +.vscode +.rollup.cache +tsconfig.tsbuildinfo +vite.config.ts +*.spec.tsx +*.spec.ts +.netlify +pnpm-lock.yaml +package-lock.json +yarn.lock +server diff --git a/.eslintrc.json b/.eslintrc.json new file mode 100644 index 0000000..54369af --- /dev/null +++ b/.eslintrc.json @@ -0,0 +1,25 @@ +{ + "extends": ["eslint:recommended", "plugin:@typescript-eslint/recommended", "plugin:prettier/recommended"], + "plugins": ["simple-import-sort"], + "parser": "@typescript-eslint/parser", + "parserOptions": { + "project": "./tsconfig.json" + }, + "rules": { + "no-console": [ + "error", + { + "allow": ["warn", "error"] + } + ], + "simple-import-sort/imports": "warn", + "@typescript-eslint/no-unused-vars": [ + "error", + { + "argsIgnorePattern": "^_", + "varsIgnorePattern": "^_", + "caughtErrorsIgnorePattern": "^_" + } + ] + } +} diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..462ad1d --- /dev/null +++ b/.gitattributes @@ -0,0 +1,10 @@ +* text=auto + +*.ts text eol=lf +*.tsx text eol=lf +*.js text eol=lf +*.jsx text eol=lf +*.mjs text eol=lf +*.cjs text eol=lf +*.json text eol=lf +*.md text eol=lf diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml new file mode 100644 index 0000000..6a3b130 --- /dev/null +++ b/.github/workflows/build.yml @@ -0,0 +1,42 @@ +name: build +on: + pull_request: + branches: + - main + +jobs: + build: + strategy: + matrix: + os: + - ubuntu + node-version: + - '16.x' + + name: build + + runs-on: ${{ matrix.os }}-latest + + steps: + - name: checkout + uses: actions/checkout@v3 + + - name: setup node + uses: actions/setup-node@v3 + with: + node-version: ${{ matrix.node-version }} + + - name: install pnpm dependencies + uses: pnpm/action-setup@v2 + with: + version: 8.6.12 + run_install: true + + - name: lint + run: pnpm lint + + - name: build + run: pnpm build + + - name: test + run: pnpm test diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml new file mode 100644 index 0000000..d488710 --- /dev/null +++ b/.github/workflows/publish.yml @@ -0,0 +1,49 @@ +name: publish package to npmjs + +on: + push: + branches: + - main + +concurrency: ${{ github.workflow }}-${{ github.ref }} + +jobs: + publish: + name: publish + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + + - uses: actions/setup-node@v3 + with: + node-version: '16.x' + registry-url: 'https://registry.npmjs.org' + + - name: install pnpm dependencies + uses: pnpm/action-setup@v2 + with: + version: 8.6.12 + run_install: true + + - name: lint + run: pnpm lint + + - name: build + run: pnpm build + + - name: test + run: pnpm test + + - name: codecov + uses: codecov/codecov-action@v3 + env: + CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }} + + - name: publish to npm + id: changesets + uses: changesets/action@v1 + with: + publish: pnpm release + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + NPM_TOKEN: ${{ secrets.NPM_TOKEN }} diff --git a/.npmrc b/.npmrc new file mode 100644 index 0000000..fbf7f9a --- /dev/null +++ b/.npmrc @@ -0,0 +1,2 @@ +engine-strict=true +auto-install-peers=true diff --git a/.prettierignore b/.prettierignore new file mode 100644 index 0000000..7828ef5 --- /dev/null +++ b/.prettierignore @@ -0,0 +1,38 @@ +**/*.log +**/.DS_Store +*. +.vscode/settings.json +.history +.yarn +bazel-* +bazel-bin +bazel-out +bazel-qwik +bazel-testlogs +coverage +dist +dist-dev +lib +lib-types +etc +external +node_modules +temp +tsc-out +tsdoc-metadata.json +target +output +rollup.config.js +build +.cache +.vscode +.rollup.cache +tsconfig.tsbuildinfo +vite.config.ts +*.spec.tsx +*.spec.ts +.netlify +pnpm-lock.yaml +package-lock.json +yarn.lock +server diff --git a/.prettierrc.json b/.prettierrc.json new file mode 100644 index 0000000..0c67073 --- /dev/null +++ b/.prettierrc.json @@ -0,0 +1,7 @@ +{ + "semi": true, + "trailingComma": "all", + "singleQuote": true, + "printWidth": 120, + "tabWidth": 2 +} diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 0000000..16c69f6 --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,29 @@ +This libray is open-source with MIT license. Contribution is highly appreciated! + +## Package manager + +This repository uses pnpm as the package manager. If you don't have pnpm installed, you can install it with npm: + +```bash +npm install -g pnpm +``` + +Read more about pnpm [here](https://pnpm.io/). + +## Install dependencies + +Once you have pnpm setup, run the following command to install dependencies. + +```bash +pnpm install +``` + +## Changeset + +This repository uses [changesets](https://github.com/changesets/changesets) to manage versioning and changelog. + +Every pull request should have a changeset associated with it. To create a changeset, run the following command: + +```bash +pnpm changeset +``` diff --git a/README.md b/README.md index 3cdfb54..f2c4904 100644 --- a/README.md +++ b/README.md @@ -1 +1,65 @@ -# function-gpt \ No newline at end of file +# Function-GPT + +> This is a typescript library that helps handle [function calling](https://platform.openai.com/docs/guides/gpt/function-calling) with OpenAI's ChatGPT API. + +[![NPM](https://img.shields.io/npm/v/function-gpt.svg)](https://www.npmjs.com/package/function-gpt) [![Build Status](https://github.com/atinylittleshell/function-gpt/actions/workflows/publish.yml/badge.svg)](https://github.com/atinylittleshell/function-gpt/actions/workflows/publish.yml) [![MIT License](https://img.shields.io/badge/license-MIT-blue)](https://github.com/atinylittleshell/function-gpt/blob/main/license) + +- Requires typescript +- Leverages the official [openai](https://www.npmjs.com/package/openai) npm package for communicating with OpenAI's API +- Automatically generate function calling JSON schema from decorated typescript classes +- Automatically parse function calling response +- Automatically call functions and send back results to OpenAI + +## Example + +```typescript +// First create your own class that extends ChatGPTSession. +class BrowseSession extends ChatGPTSession { + // Define functions that you want to provide to ChatGPT for function calling. + // Decorate each function with @gptFunction to provide necessary metadata. + // The function should accept a single parameter that is a typed object. + @gptFunction('make http request to a url and return its html content', BrowseParams) + async browse(params: BrowseParams) { + const response = await fetch(params.url); + return await response.text(); + } +} + +// Define the type of the input parameter for functions above. +class BrowseParams { + // Decorate each field with @gptObjectField to provide necessary metadata. + @gptObjectField('string', 'url of the web page to browse', true) + public url: string = ''; +} + +const session = new BrowseSession(); +const response = await session.send('count characters in the html content of https://www.google.com.'); + +// BrowseSession will first call OpenAI's ChatGPT API with the above prompt +// along with metadata about the browse function. + +// OpenAI's ChatGPT API will then return a function calling response that +// asks for making a call to the browse function. + +// BrowseSession will then call the browse function with the parameters +// specified in OpenAI's function calling response, and then send back the +// result to OpenAI's ChatGPT API. + +// OpenAI's ChatGPT API will then return a message that contains the +// chat response. +expect(response).toBe('There are 4096 characters in the html content of https://www.google.com/.'); +``` + +## Installation + +```bash +npm install function-gpt --save +# or +yarn add function-gpt +# or +pnpm add function-gpt +``` + +## Contributing + +Contributions are welcome! See [CONTRIBUTING.md](./CONTRIBUTING.md) for more info. \ No newline at end of file diff --git a/index.ts b/index.ts new file mode 100644 index 0000000..7a29f38 --- /dev/null +++ b/index.ts @@ -0,0 +1,2 @@ +export * from './src/decorators.js'; +export * from './src/session.js'; diff --git a/package.json b/package.json new file mode 100644 index 0000000..c4734d5 --- /dev/null +++ b/package.json @@ -0,0 +1,66 @@ +{ + "name": "function-gpt", + "version": "0.1.0", + "description": "A library to simplify the handling of function calling in OpenAI's ChatGPT API.", + "author": "atinylittleshell ", + "license": "MIT", + "repository": { + "type": "git", + "url": "git+https://github.com/atinylittleshell/function-gpt.git" + }, + "bugs": { + "url": "https://github.com/atinylittleshell/function-gpt/issues" + }, + "keywords": [ + "ai", + "openai", + "api", + "gpt", + "chatgpt", + "function calling" + ], + "type": "module", + "exports": { + "import": { + "default": "./dist/index.js", + "types": "./dist/index.d.ts" + }, + "require": { + "default": "./dist/index.cjs", + "types": "./dist/index.d.cts" + } + }, + "engines": { + "npm": ">=8.0.0", + "node": ">=16.0.0" + }, + "scripts": { + "build": "tsup", + "lint": "eslint . --ext .ts", + "test": "vitest run --coverage", + "changeset": "changeset", + "release": "pnpm build && changeset publish" + }, + "dependencies": { + "openai": "^4.0.0" + }, + "devDependencies": { + "@changesets/cli": "^2.26.2", + "@tsconfig/node16": "^16.1.0", + "@types/node": "^20.5.0", + "@typescript-eslint/eslint-plugin": "^6.4.0", + "@typescript-eslint/parser": "^6.4.0", + "@vitest/coverage-v8": "^0.34.2", + "eslint": "^8.47.0", + "eslint-config-prettier": "^9.0.0", + "eslint-import-resolver-node": "^0.3.9", + "eslint-plugin-import": "^2.28.0", + "eslint-plugin-prettier": "^5.0.0", + "eslint-plugin-simple-import-sort": "^10.0.0", + "prettier": "^3.0.2", + "tsup": "^7.2.0", + "typescript": "^5.1.6", + "vitest": "^0.34.1" + }, + "packageManager": 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decorator was used on '${propertyKey}' which is not a class instance method`); + } + + const metadata: GPTClientMetadata = GPT_CLIENT_METADATA.get(ctor) || { + constructor: ctor, + functions: {}, + }; + + metadata.functions[propertyKey] = { + name: propertyKey, + value: descriptor.value, + description, + inputType: GPT_TYPE_METADATA.get(inputType) as GPTObjectTypeMetadata, + }; + + GPT_CLIENT_METADATA.set(ctor, metadata); + }; +} + +export function gptObjectField( + type: 'string' | 'number' | 'boolean' | (new () => unknown) | [new () => unknown], + description: string, + required = true, +) { + return function (target: object, propertyKey: string) { + const ctor = target.constructor as new () => unknown; + if (!ctor) { + throw new Error(`@gptObjectField decorator was used on '${propertyKey}' which is not a class instance property`); + } + + const metadata = (GPT_TYPE_METADATA.get(ctor) as GPTObjectTypeMetadata) || { + type: 'object', + fields: [], + }; + + if (type === 'string') { + metadata.fields.push({ + name: propertyKey, + description, + type: { type: 'string' }, + required, + }); + } else if (type === 'number') { + metadata.fields.push({ + name: propertyKey, + description, + type: { type: 'number' }, + required, + }); + } else if (type === 'boolean') { + metadata.fields.push({ + name: propertyKey, + description, + type: { type: 'boolean' }, + required, + }); + } else if (Array.isArray(type)) { + metadata.fields.push({ + name: propertyKey, + description, + type: { + type: 'array', + elementType: GPT_TYPE_METADATA.get(type[0]) as GPTTypeMetadata, + }, + required, + }); + } else if (typeof type === 'function') { + metadata.fields.push({ + name: propertyKey, + description, + type: GPT_TYPE_METADATA.get(type) as GPTTypeMetadata, + required, + }); + } + + GPT_TYPE_METADATA.set(ctor, metadata); + }; +} diff --git a/src/internals.ts b/src/internals.ts new file mode 100644 index 0000000..c452140 --- /dev/null +++ b/src/internals.ts @@ -0,0 +1,39 @@ +import type { ChatGPTSession } from './session.js'; + +export type GPTPrimitiveTypeMetadata = { + type: 'string' | 'number' | 'boolean'; +}; + +export type GPTObjectFieldMetadata = { + name: string; + description: string; + type: GPTTypeMetadata; + required: boolean; +}; + +export type GPTObjectTypeMetadata = { + type: 'object'; + fields: GPTObjectFieldMetadata[]; +}; + +export type GPTArrayTypeMetadata = { + type: 'array'; + elementType: GPTTypeMetadata; +}; + +export type GPTTypeMetadata = GPTPrimitiveTypeMetadata | GPTObjectTypeMetadata | GPTArrayTypeMetadata; + +export type GPTFunctionMetadata = { + name: string; + value: (...args: unknown[]) => unknown; + description: string; + inputType: GPTObjectTypeMetadata; +}; + +export type GPTClientMetadata = { + constructor: new () => ChatGPTSession; + functions: Record; +}; + +export const GPT_CLIENT_METADATA = new Map ChatGPTSession, GPTClientMetadata>(); +export const GPT_TYPE_METADATA = new Map unknown, GPTTypeMetadata>(); diff --git a/src/session.ts b/src/session.ts new file mode 100644 index 0000000..1be6b53 --- /dev/null +++ b/src/session.ts @@ -0,0 +1,259 @@ +import OpenAI, { ClientOptions } from 'openai'; + +import { GPT_CLIENT_METADATA, GPTClientMetadata, GPTTypeMetadata } from './internals.js'; + +const describeField = (description: string | null, fieldType: GPTTypeMetadata) => { + let result: Record = + description === null + ? {} + : { + description, + }; + + switch (fieldType.type) { + case 'string': + result = { + ...result, + type: 'string', + }; + break; + case 'number': + result = { + ...result, + type: 'number', + }; + break; + case 'boolean': + result = { + ...result, + type: 'boolean', + }; + break; + case 'object': + result = { + ...result, + type: 'object', + properties: fieldType.fields.reduce((acc, f) => { + return { + ...acc, + [f.name]: describeField(f.description, f.type), + }; + }, {}), + required: fieldType.fields.filter((f) => f.required).map((f) => f.name), + }; + break; + case 'array': + result = { + ...result, + type: 'array', + items: describeField(null, fieldType.elementType), + }; + break; + default: + throw new Error(`Unknown field type: ${fieldType}`); + } + + return result; +}; + +export type ChatGPTSessionOptions = { + systemMessage?: string; + model?: string; +} & ClientOptions; + +export type ChatGPTFunctionCall = { + arguments: string; + name: string; +}; + +export type ChatGPTSessionMessage = { + role: 'system' | 'user' | 'assistant' | 'function'; + name?: string; + content: string | null; + function_call?: ChatGPTFunctionCall; +}; + +export type ChatGPTSendMessageOptions = { + /** + * ID of the model to use. See the + * [model endpoint compatibility](/docs/models/model-endpoint-compatibility) table + * for details on which models work with the Chat API. + */ + model: string; + /** + * Number between -2.0 and 2.0. Positive values penalize new tokens based on their + * existing frequency in the text so far, decreasing the model's likelihood to + * repeat the same line verbatim. + * + * [See more information about frequency and presence penalties.](/docs/api-reference/parameter-details) + */ + frequency_penalty?: number | null; + /** + * Controls how the model responds to function calls. "none" means the model does + * not call a function, and responds to the end-user. "auto" means the model can + * pick between an end-user or calling a function. Specifying a particular function + * via `{"name":\ "my_function"}` forces the model to call that function. "none" is + * the default when no functions are present. "auto" is the default if functions + * are present. + */ + function_call?: 'none' | 'auto' | { name: string }; + /** + * Modify the likelihood of specified tokens appearing in the completion. + * + * Accepts a json object that maps tokens (specified by their token ID in the + * tokenizer) to an associated bias value from -100 to 100. Mathematically, the + * bias is added to the logits generated by the model prior to sampling. The exact + * effect will vary per model, but values between -1 and 1 should decrease or + * increase likelihood of selection; values like -100 or 100 should result in a ban + * or exclusive selection of the relevant token. + */ + logit_bias?: Record | null; + /** + * The maximum number of [tokens](/tokenizer) to generate in the chat completion. + * + * The total length of input tokens and generated tokens is limited by the model's + * context length. + * [Example Python code](https://github.com/openai/openai-cookbook/blob/main/examples/How_to_count_tokens_with_tiktoken.ipynb) + * for counting tokens. + */ + max_tokens?: number; + /** + * Number between -2.0 and 2.0. Positive values penalize new tokens based on + * whether they appear in the text so far, increasing the model's likelihood to + * talk about new topics. + * + * [See more information about frequency and presence penalties.](/docs/api-reference/parameter-details) + */ + presence_penalty?: number | null; + /** + * Up to 4 sequences where the API will stop generating further tokens. + */ + stop?: string | null | Array; + /** + * What sampling temperature to use, between 0 and 2. Higher values like 0.8 will + * make the output more random, while lower values like 0.2 will make it more + * focused and deterministic. + * + * We generally recommend altering this or `top_p` but not both. + */ + temperature?: number | null; + + /** + * An alternative to sampling with temperature, called nucleus sampling, where the + * model considers the results of the tokens with top_p probability mass. So 0.1 + * means only the tokens comprising the top 10% probability mass are considered. + * + * We generally recommend altering this or `temperature` but not both. + */ + top_p?: number | null; + + /** + * A unique identifier representing your end-user, which can help OpenAI to monitor + * and detect abuse. [Learn more](/docs/guides/safety-best-practices/end-user-ids). + */ + user?: string; +}; + +export class ChatGPTSession { + public readonly openai: OpenAI; + private readonly metadata: GPTClientMetadata; + private sessionMessages: ChatGPTSessionMessage[] = []; + + constructor(private readonly options: ChatGPTSessionOptions = {}) { + this.openai = new OpenAI(options); + + const metadata = GPT_CLIENT_METADATA.get(this.constructor as new () => ChatGPTSession); + if (!metadata) { + throw new Error('No metadata found for this class'); + } + this.metadata = metadata; + } + + public async send( + message: string, + options: ChatGPTSendMessageOptions = { + model: 'gpt-3.5-turbo', + }, + ): Promise { + if (this.sessionMessages.length === 0 && this.options.systemMessage) { + this.sessionMessages.push({ + role: 'system', + content: this.options.systemMessage, + }); + } + + this.sessionMessages.push({ + role: 'user', + content: message, + }); + + const response = await this.openai.chat.completions.create({ + ...options, + messages: this.sessionMessages, + functions: this.getFunctionSchema(), + }); + + return await this.processAssistantMessage(response.choices[0].message, options); + } + + get messages(): ChatGPTSessionMessage[] { + return this.sessionMessages; + } + + private async processAssistantMessage( + message: ChatGPTSessionMessage, + options: ChatGPTSendMessageOptions, + ): Promise { + if (message.role !== 'assistant') { + throw new Error(`Expected assistant message, got ${message.role}`); + } + + if (!message.content && !message.function_call) { + throw new Error('Expected content or function call'); + } + + this.sessionMessages.push(message); + + if (message.function_call) { + const result = this.metadata.functions[message.function_call.name].value.bind(this)( + JSON.parse(message.function_call.arguments), + ); + + let resultValue: unknown; + if (result instanceof Promise) { + resultValue = await result; + } else { + resultValue = result; + } + + this.sessionMessages.push({ + role: 'function', + name: message.function_call.name, + content: JSON.stringify(resultValue), + }); + + const response = await this.openai.chat.completions.create({ + ...options, + messages: this.sessionMessages, + functions: this.getFunctionSchema(), + }); + + return await this.processAssistantMessage(response.choices[0].message, options); + } + + return message.content!; + } + + public getFunctionSchema() { + const schema = Object.values(this.metadata.functions).map((f) => ({ + name: f.name, + description: f.description, + parameters: describeField(null, f.inputType), + })); + + if (schema.length === 0) { + return undefined; + } + return schema; + } +} diff --git a/tests/session.test.ts b/tests/session.test.ts new file mode 100644 index 0000000..d868ed7 --- /dev/null +++ b/tests/session.test.ts @@ -0,0 +1,134 @@ +import OpenAI from 'openai'; +import { afterEach, expect, test, vi } from 'vitest'; + +import { gptFunction, gptObjectField } from '../index.js'; +import { GPTFunctionMetadata } from '../src/internals.js'; +import { ChatGPTSession, ChatGPTSessionMessage } from '../src/session.js'; + +vi.mock('openai', () => { + const mod = vi.importMock('openai'); + return { + ...mod, + default: vi.fn().mockImplementation(() => ({ + chat: { + completions: { + create: vi + .fn() + .mockImplementation( + ({ messages, functions }: { messages: ChatGPTSessionMessage[]; functions: GPTFunctionMetadata[] }) => { + if (messages[messages.length - 1].role === 'user') { + return Promise.resolve({ + choices: [ + { + message: { + role: 'assistant', + content: null, + function_call: { + name: functions[0].name, + arguments: '{}', + }, + }, + }, + ], + }); + } else if (messages[messages.length - 1].role === 'function') { + return Promise.resolve({ + choices: [ + { + message: { + role: 'assistant', + content: 'this is a test response', + }, + }, + ], + }); + } else { + return Promise.reject(new Error('Unexpected message role')); + } + }, + ), + }, + }, + })), + }; +}); + +afterEach(() => { + vi.clearAllMocks(); +}); + +test('function schema is generated correctly', async () => { + class TestFuncInput { + @gptObjectField('string', 'this is a test string', true) + public testString: string = ''; + + @gptObjectField('number', 'this is a test number', false) + public testNumber: number = 0; + } + + class TestSession extends ChatGPTSession { + constructor() { + super({ + apiKey: 'test', + }); + } + + @gptFunction('this is a test function', TestFuncInput) + testFunc(params: TestFuncInput) { + return params; + } + } + + const testSession = new TestSession(); + const schema = testSession.getFunctionSchema(); + expect(schema).toEqual([ + { + name: 'testFunc', + description: 'this is a test function', + parameters: { + type: 'object', + properties: { + testString: { + type: 'string', + description: 'this is a test string', + }, + testNumber: { + type: 'number', + description: 'this is a test number', + }, + }, + required: ['testString'], + }, + }, + ]); +}); + +const fetch = vi.fn().mockImplementation(() => Promise.resolve()); + +test('function calling should work', async () => { + class BrowseParams { + @gptObjectField('string', 'url of the web page to browse', true) + public url: string = ''; + } + + class BrowseSession extends ChatGPTSession { + constructor() { + super({ + apiKey: '', + }); + } + + @gptFunction('browse a web page and return its html content', BrowseParams) + async browse(params: BrowseParams) { + await fetch(params.url); + } + } + + const session = new BrowseSession(); + const response = await session.send('this is a test message'); + + expect(OpenAI).toHaveBeenCalledTimes(1); + expect(session.openai.chat.completions.create).toHaveBeenCalledTimes(2); + expect(fetch).toHaveBeenCalledTimes(1); + expect(response).toEqual('this is a test response'); +}); diff --git a/tsconfig.json b/tsconfig.json new file mode 100644 index 0000000..46c7c09 --- /dev/null +++ b/tsconfig.json @@ -0,0 +1,28 @@ +{ + "$schema": "https://json.schemastore.org/tsconfig", + "extends": "@tsconfig/node16/tsconfig.json", + "compilerOptions": { + "outDir": "./dist", + "declaration": true, + "declarationMap": true, + "experimentalDecorators": true, + "forceConsistentCasingInFileNames": true, + "isolatedModules": true, + "noUnusedLocals": false, + "noUnusedParameters": false, + "strictNullChecks": true + }, + "include": [ + "index.ts", + "src", + "tests", + "./*.d.ts", + "./**/*.config.cjs", + "./**/*.config.ts", + "./**/*.config.js" + ], + "exclude": [ + "dist", + "node_modules" + ] +} diff --git a/tsup.config.ts b/tsup.config.ts new file mode 100644 index 0000000..9fb1540 --- /dev/null +++ b/tsup.config.ts @@ -0,0 +1,11 @@ +import type { Options } from 'tsup'; + +export const tsup: Options = { + outDir: 'dist', + clean: true, + dts: true, + format: ['cjs', 'esm'], + minify: true, + entry: ['index.ts'], + target: 'es2021', +}; diff --git a/vitest.config.ts b/vitest.config.ts new file mode 100644 index 0000000..def43d4 --- /dev/null +++ b/vitest.config.ts @@ -0,0 +1,7 @@ +import { defineConfig } from 'vitest/config'; + +export default defineConfig({ + test: { + testTimeout: 60000, + }, +});