diff --git a/samples/assistant/README.md b/samples/assistant/README.md index 5d7acff4..727c4c49 100644 --- a/samples/assistant/README.md +++ b/samples/assistant/README.md @@ -14,7 +14,9 @@ This OpenAI extension internally uses the [function calling](https://platform.op ## Defining skills -You can define a skill by creating a function that uses the `AssistantSkillTrigger` binding. The following C# (out-of-process) example shows a skill that adds a todo item to a database: +You can define a skill by creating a function that uses the `AssistantSkillTrigger` binding. The following example shows a skill that adds a todo item to a database: + +C# example: ```csharp [Function(nameof(AddTodo))] @@ -32,6 +34,27 @@ public Task AddTodo([AssistantSkillTrigger("Create a new todo task")] string tas } ``` +Nodejs example: + +```ts +app.generic('AddTodo', { + trigger: trigger.generic({ + type: 'assistantSkillTrigger', + functionDescription: 'Create a new todo task' + }), + handler: async (taskDescription: string, context: InvocationContext) => { + if (!taskDescription) { + throw new Error('Task description cannot be empty') + } + + context.log(`Adding todo: ${taskDescription}`) + + const todoId = crypto.randomUUID().substring(0, 6) + return todoManager.AddTodo(new TodoItem(todoId, taskDescription)) + } +}) +``` + The `AssistantSkillTrigger` attribute requires a `FunctionDescription` string value, which is text describing what the function does. This is critical for the AI assistant to be able to invoke the skill at the right time. The name of the function parameter (e.g., `taskDescription`) is also an important hint to the AI assistant about what kind of information to provide to the skill. @@ -46,6 +69,7 @@ The assistant will invoke a skill function whenever it decides to do so to satis The sample is available in the following language stacks: * [C# on the out-of-process worker](csharp-ooproc) +* [nodejs](nodejs) Please refer to the [root README](../../README.md#requirements) for common prerequisites that apply to all samples. @@ -71,7 +95,7 @@ Also note that the storage of chat history is done via table storage. You may co 1. Clone this repo and navigate to the sample folder. 1. Use a terminal window to navigate to the sample directory (e.g. `cd samples/assistant/csharp-ooproc`) -1. Run `func start --port 7168` to build and run the sample function app +1. Run `func start` to build and run the sample function app If successful, you should see the following output from the `func` command: diff --git a/samples/assistant/csharp-ooproc/AssistantSample/demo.http b/samples/assistant/demo.http similarity index 56% rename from samples/assistant/csharp-ooproc/AssistantSample/demo.http rename to samples/assistant/demo.http index 1fec88fa..96ca63da 100644 --- a/samples/assistant/csharp-ooproc/AssistantSample/demo.http +++ b/samples/assistant/demo.http @@ -1,28 +1,28 @@ ### Create a new assistant - instructions are hardcoded in the function -PUT http://localhost:7168/api/assistants/assistant123 +PUT http://localhost:7071/api/assistants/assistant123 ### Reminder #1 -POST http://localhost:7168/api/assistants/assistant123 +POST http://localhost:7071/api/assistants/assistant123 Content-Type: text/plain Remind me to call my dad ### Reminder #2 -POST http://localhost:7168/api/assistants/assistant123 +POST http://localhost:7071/api/assistants/assistant123 Content-Type: text/plain Oh, and to take out the trash ### Get the list of tasks -POST http://localhost:7168/api/assistants/assistant123 +POST http://localhost:7071/api/assistants/assistant123 Content-Type: text/plain What do I need to do today? ### Query the chat history -GET http://localhost:7168/api/assistants/assistant123?timestampUTC=2023-01-01T00:00:00Z +GET http://localhost:7071/api/assistants/assistant123?timestampUTC=2023-01-01T00:00:00Z Accept: application/json diff --git a/samples/assistant/nodejs/host.json b/samples/assistant/nodejs/host.json new file mode 100644 index 00000000..74e41ba8 --- /dev/null +++ b/samples/assistant/nodejs/host.json @@ -0,0 +1,12 @@ +{ + "version": "2.0", + "logging": { + "logLevel": { + "Microsoft.Azure.WebJobs.Extensions.OpenAI": "Information" + } + }, + "extensionBundle": { + "id": "Microsoft.Azure.Functions.ExtensionBundle.Preview", + "version": "[4.*, 5.0.0)" + } +} \ No newline at end of file diff --git a/samples/assistant/nodejs/local.settings.json b/samples/assistant/nodejs/local.settings.json new file mode 100644 index 00000000..0434ee39 --- /dev/null +++ b/samples/assistant/nodejs/local.settings.json @@ -0,0 +1,13 @@ +{ + "IsEncrypted": false, + "Values": { + "AzureWebJobsStorage": "UseDevelopmentStorage=true", + "AzureWebJobsFeatureFlags": "EnableWorkerIndexing", + "FUNCTIONS_WORKER_RUNTIME": "node", + "CosmosDbConnectionString": "Local Cosmos DB emulator or Cosmos DB in Azure connection string", + "CosmosDatabaseName": "", + "CosmosContainerName": "", + "AZURE_OPENAI_ENDPOINT": "https://.openai.azure.com/", + "CHAT_MODEL_DEPLOYMENT_NAME": "gpt-3.5-turbo" + } +} \ No newline at end of file diff --git a/samples/assistant/nodejs/package-lock.json b/samples/assistant/nodejs/package-lock.json new file mode 100644 index 00000000..3b476a99 --- /dev/null +++ b/samples/assistant/nodejs/package-lock.json @@ -0,0 +1,778 @@ +{ + "name": "nodejs", + "version": "1.0.0", + "lockfileVersion": 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"1.0.0", + "description": "", + "scripts": { + "build": "tsc", + "watch": "tsc -w", + "prestart": "npm run build", + "start": "func start", + "test": "echo \"No tests yet...\"" + }, + "dependencies": { + "@azure/cosmos": "^4.0.0", + "@azure/functions": "^4.0.0" + }, + "devDependencies": { + "@types/node": "^18.x", + "rimraf": "^5.0.0", + "typescript": "^4.0.0" + }, + "main": "dist/src/functions/*.js" +} diff --git a/samples/assistant/nodejs/src/functions/assistantApis.ts b/samples/assistant/nodejs/src/functions/assistantApis.ts new file mode 100644 index 00000000..f16c89a4 --- /dev/null +++ b/samples/assistant/nodejs/src/functions/assistantApis.ts @@ -0,0 +1,67 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +import { HttpRequest, InvocationContext, app, input, output } from "@azure/functions" + + +const chatBotCreateOutput = output.generic({ + type: 'assistantCreate' +}) +app.http('CreateAssistant', { + methods: ['PUT'], + route: 'assistants/{assistantId}', + authLevel: 'anonymous', + extraOutputs: [chatBotCreateOutput], + handler: async (request: HttpRequest, context: InvocationContext) => { + const assistantId = request.params.assistantId + const instructions = + ` + Don't make assumptions about what values to plug into functions. + Ask for clarification if a user request is ambiguous. + ` + const createRequest = { + id: assistantId, + instructions: instructions, + } + context.extraOutputs.set(chatBotCreateOutput, createRequest) + return { status: 202, jsonBody: { assistantId: assistantId } } + } +}) + + +const chatBotPostOutput = output.generic({ + type: 'assistantPost', + id: '{assistantId}', + model: '%CHAT_MODEL_DEPLOYMENT_NAME%' +}) +app.http('PostUserQuery', { + methods: ['POST'], + route: 'assistants/{assistantId}', + authLevel: 'anonymous', + extraOutputs: [chatBotPostOutput], + handler: async (request, context) => { + const userMessage = await request.text() + if (!userMessage) { + return { status: 400, bodyJson: { message: 'Request body is empty' } } + } + context.extraOutputs.set(chatBotPostOutput, { userMessage: userMessage }) + return { status: 202 } + } +}) + + +const chatBotQueryInput = input.generic({ + type: 'assistantQuery', + id: '{assistantId}', + timestampUtc: '{Query.timestampUTC}' +}) +app.http('GetChatState', { + methods: ['GET'], + route: 'assistants/{assistantId}', + authLevel: 'anonymous', + extraInputs: [chatBotQueryInput], + handler: async (_, context) => { + const state: any = context.extraInputs.get(chatBotQueryInput) + return { status: 200, jsonBody: state } + } +}) diff --git a/samples/assistant/nodejs/src/functions/assistantSkills.ts b/samples/assistant/nodejs/src/functions/assistantSkills.ts new file mode 100644 index 00000000..a77fdfd1 --- /dev/null +++ b/samples/assistant/nodejs/src/functions/assistantSkills.ts @@ -0,0 +1,36 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +import { InvocationContext, app, trigger } from "@azure/functions" +import { TodoItem, ITodoManager, CreateTodoManager } from "../services/todoManager" + +const todoManager: ITodoManager = CreateTodoManager() + +app.generic('AddTodo', { + trigger: trigger.generic({ + type: 'assistantSkillTrigger', + functionDescription: 'Create a new todo task' + }), + handler: async (taskDescription: string, context: InvocationContext) => { + if (!taskDescription) { + throw new Error('Task description cannot be empty') + } + + context.log(`Adding todo: ${taskDescription}`) + + const todoId = crypto.randomUUID().substring(0, 6) + return todoManager.AddTodo(new TodoItem(todoId, taskDescription)) + } +}) + +app.generic('GetTodos', { + trigger: trigger.generic({ + type: 'assistantSkillTrigger', + functionDescription: 'Fetch the list of previously created todo tasks' + }), + handler: async (_, context: InvocationContext) => { + context.log('Fetching list of todos') + + return todoManager.GetTodos() + } +}) \ No newline at end of file diff --git a/samples/assistant/nodejs/src/services/todoManager.ts b/samples/assistant/nodejs/src/services/todoManager.ts new file mode 100644 index 00000000..7e399099 --- /dev/null +++ b/samples/assistant/nodejs/src/services/todoManager.ts @@ -0,0 +1,69 @@ +import { Container, CosmosClient } from "@azure/cosmos" + +export class TodoItem { + constructor(public id: string, public task: string) { } +} + +export interface ITodoManager { + AddTodo: (todo: TodoItem) => Promise + GetTodos: () => Promise +} + +class InMemoryTodoManager implements ITodoManager { + private todos: TodoItem[] = [] + + public async AddTodo(todo: TodoItem) { + this.todos.push(todo) + } + + public async GetTodos() { + return this.todos + } +} + +class CosmosDbTodoManager implements ITodoManager { + private container: Container + + constructor(cosmosClient: CosmosClient) { + this.createContainerIfNotExists(cosmosClient); + } + + public async AddTodo(todo: TodoItem) { + console.log(`Adding todo ID = ${todo.id} to container '${this.container.id}'.`) + await this.container.items.create(todo) + } + + public async GetTodos() { + console.log(`Getting all todos from container '${this.container.id}'.`) + const { resources } = await this.container.items.readAll().fetchAll() + console.log(`Found ${resources.length} todos in container '${this.container.id}'.`) + return resources + } + + private async createContainerIfNotExists(cosmosClient: CosmosClient) { + const cosmosDatabaseName = process.env.CosmosDatabaseName; + const cosmosContainerName = process.env.CosmosContainerName; + + if (!cosmosDatabaseName || !cosmosContainerName) { + throw new Error("CosmosDatabaseName and CosmosContainerName must be set as environment variables or in local.settings.json"); + } + await cosmosClient.databases.createIfNotExists({ id: cosmosDatabaseName }); + + await cosmosClient.database(cosmosDatabaseName).containers.createIfNotExists( + { id: cosmosContainerName, partitionKey: { paths: ["/id"] } } + ); + + this.container = cosmosClient.database(cosmosDatabaseName).container(cosmosContainerName); + } + +} + +export function CreateTodoManager(): ITodoManager { + const cosmosDbConnectionString = process.env.CosmosDbConnectionString + if (!cosmosDbConnectionString) { + return new InMemoryTodoManager() + } else { + const cosmosClient = new CosmosClient(cosmosDbConnectionString) + return new CosmosDbTodoManager(cosmosClient) + } +} \ No newline at end of file diff --git a/samples/assistant/nodejs/tsconfig.json b/samples/assistant/nodejs/tsconfig.json new file mode 100644 index 00000000..fe1d7617 --- /dev/null +++ b/samples/assistant/nodejs/tsconfig.json @@ -0,0 +1,10 @@ +{ + "compilerOptions": { + "module": "commonjs", + "target": "es6", + "outDir": "dist", + "rootDir": ".", + "sourceMap": true, + "strict": false + } +} \ No newline at end of file