diff --git a/.changeset/curvy-tables-work.md b/.changeset/curvy-tables-work.md new file mode 100644 index 00000000000..7bc2a2ed4c3 --- /dev/null +++ b/.changeset/curvy-tables-work.md @@ -0,0 +1,7 @@ +--- +"@aws-amplify/ui-react-ai": minor +--- + +AI streaming + +This update brings streaming responses to the `useAIConversation()` hook and `` component. No changes need to be made in your code to get streaming responses now. diff --git a/examples/next/pages/ui/components/ai/ai-conversation-response-components/[id].page.tsx b/examples/next/pages/ui/components/ai/ai-conversation-response-components/[id].page.tsx new file mode 100644 index 00000000000..c920b431021 --- /dev/null +++ b/examples/next/pages/ui/components/ai/ai-conversation-response-components/[id].page.tsx @@ -0,0 +1,113 @@ +import * as React from 'react'; +import { Amplify } from 'aws-amplify'; +import { createAIHooks, AIConversation } from '@aws-amplify/ui-react-ai'; +import { generateClient } from 'aws-amplify/api'; +import ReactMarkdown from 'react-markdown'; +import '@aws-amplify/ui-react/styles.css'; +import { GlobalStyle } from '@aws-amplify/ui-react/server'; + +import outputs from './amplify_outputs'; +import type { Schema } from '@environments/ai/gen2/amplify/data/resource'; +import { Authenticator, Button, Card } from '@aws-amplify/ui-react'; +import { useRouter } from 'next/router'; + +const client = generateClient({ authMode: 'userPool' }); +const { useAIConversation } = createAIHooks(client); + +Amplify.configure(outputs); + +const AIContext = React.createContext(undefined); + +const responseComponents = { + WeatherCard: { + description: 'Used to display the weather in a city', + component: ({ city }) => { + const aiContext = React.useContext(AIContext); + aiContext.setAIContext({ + temperature: 72, + city, + weather: 'sunny', + }); + return ( + +

Weather Card {city}

+ + ); + }, + props: { + city: { + type: 'string', + description: 'The city to get the weather for', + }, + }, + }, +} as const; + +function Chat({ id }: { id?: string }) { + const aiContext = React.useContext(AIContext); + const [ + { + data: { messages }, + isLoading, + }, + sendMessage, + ] = useAIConversation('pirateChat', { + id, + }); + + console.log(aiContext); + + return ( + { + sendMessage({ + ...message, + aiContext: aiContext.aiContext, + }); + }} + messageRenderer={{ + text: ({ text }) => {text}, + }} + responseComponents={responseComponents} + /> + ); +} + +export default function Example() { + const router = useRouter(); + const [shown, setShown] = React.useState(true); + const [aiContext, setAIContext] = React.useState(undefined); + + return ( + + + + {shown ? ( + + + + ) : null} + + + + ); +} diff --git a/examples/next/pages/ui/components/ai/ai-conversation/[id].page.tsx b/examples/next/pages/ui/components/ai/ai-conversation/[id].page.tsx new file mode 100644 index 00000000000..ac51a7d251d --- /dev/null +++ b/examples/next/pages/ui/components/ai/ai-conversation/[id].page.tsx @@ -0,0 +1,64 @@ +import * as React from 'react'; +import { Amplify } from 'aws-amplify'; +import { createAIHooks, AIConversation } from '@aws-amplify/ui-react-ai'; +import { generateClient } from 'aws-amplify/api'; +import '@aws-amplify/ui-react/styles.css'; + +import outputs from './amplify_outputs'; +import type { Schema } from '@environments/ai/gen2/amplify/data/resource'; +import { Authenticator, Button, Card } from '@aws-amplify/ui-react'; +import { useRouter } from 'next/router'; + +const client = generateClient({ authMode: 'userPool' }); +const { useAIConversation } = createAIHooks(client); + +Amplify.configure(outputs); + +const onMessage = (message) => { + console.log('onmessage', message); +}; + +function Chat({ id }: { id?: string }) { + const [ + { + data: { messages }, + isLoading, + }, + sendMessage, + ] = useAIConversation('pirateChat', { + id, + onMessage, + }); + + return ( + + ); +} + +export default function Example() { + const router = useRouter(); + const [shown, setShown] = React.useState(true); + + if (router.query.id) { + return ( + + + {shown ? ( + + + + ) : null} + + ); + } +} diff --git a/examples/next/pages/ui/components/ai/ai-conversation/index.page.tsx b/examples/next/pages/ui/components/ai/ai-conversation/index.page.tsx index f38dc13f63a..6c030e3617f 100644 --- a/examples/next/pages/ui/components/ai/ai-conversation/index.page.tsx +++ b/examples/next/pages/ui/components/ai/ai-conversation/index.page.tsx @@ -1,3 +1,4 @@ +import * as React from 'react'; import { Amplify } from 'aws-amplify'; import { createAIHooks, AIConversation } from '@aws-amplify/ui-react-ai'; import { generateClient } from 'aws-amplify/api'; @@ -5,20 +6,21 @@ import '@aws-amplify/ui-react/styles.css'; import outputs from './amplify_outputs'; import type { Schema } from '@environments/ai/gen2/amplify/data/resource'; -import { Authenticator, Card } from '@aws-amplify/ui-react'; +import { + Authenticator, + Button, + Card, + Flex, + Heading, + View, +} from '@aws-amplify/ui-react'; +import { useRouter } from 'next/router'; const client = generateClient({ authMode: 'userPool' }); const { useAIConversation } = createAIHooks(client); Amplify.configure(outputs); -const formatDate = (date: Date): string => - `Argh the time be round ${date.toLocaleTimeString('en-US', { - hour: 'numeric', - minute: 'numeric', - hour12: true, - })}`; - function Chat() { const [ { @@ -26,38 +28,81 @@ function Chat() { isLoading, }, sendMessage, - ] = useAIConversation('pirateChat'); + ] = useAIConversation('pirateChat', { onMessage, onInitialize }); + + return ( + + ); +} + +const onInitialize = (conversation) => { + console.log(conversation); +}; + +const onMessage = (conversation) => { + console.log('on message'); + console.log(conversation); +}; + +function SyncedChats() { + const [ + { + data: { messages }, + isLoading, + }, + handleSendMessage, + ] = useAIConversation('pirateChat', { onInitialize, onMessage }); + + const props = { + isLoading, + handleSendMessage, + messages, + }; return ( - - - + + + + + + + + ); } export default function Example() { + const router = useRouter(); + const handleCreateChat = async () => { + const { data } = await client.conversations.pirateChat.create(); + if (data.id) { + router.push(`/ui/components/ai/ai-conversation/${data.id}`); + } + }; return ( - {({ user, signOut }) => { - return ; - }} + + + Separate chats + + + + + + + + + + + Synced chats + + + + ); } diff --git a/examples/next/pages/ui/components/ai/ai-conversation/new.page.tsx b/examples/next/pages/ui/components/ai/ai-conversation/new.page.tsx new file mode 100644 index 00000000000..1fd5b20301c --- /dev/null +++ b/examples/next/pages/ui/components/ai/ai-conversation/new.page.tsx @@ -0,0 +1,51 @@ +import * as React from 'react'; +import { Amplify } from 'aws-amplify'; +import { createAIHooks, AIConversation } from '@aws-amplify/ui-react-ai'; +import { generateClient } from 'aws-amplify/api'; +import '@aws-amplify/ui-react/styles.css'; + +import outputs from './amplify_outputs'; +import type { Schema } from '@environments/ai/gen2/amplify/data/resource'; +import { Authenticator, Card, Flex } from '@aws-amplify/ui-react'; +import { useRouter } from 'next/router'; + +const client = generateClient({ authMode: 'userPool' }); +const { useAIConversation } = createAIHooks(client); + +Amplify.configure(outputs); + +function Chat() { + const router = useRouter(); + + const [ + { + data: { messages }, + isLoading, + }, + sendMessage, + ] = useAIConversation('pirateChat', { + onInitialize(conversation) { + router.replace(`/ui/components/ai/ai-conversation/${conversation.id}`); + }, + }); + + return ( + + ); +} + +export default function Example() { + return ( + + + + + + + + ); +} diff --git a/examples/next/pages/ui/components/ai/use-ai-conversation/index.page.tsx b/examples/next/pages/ui/components/ai/use-ai-conversation/index.page.tsx index b95e850ad36..6abb4f5f580 100644 --- a/examples/next/pages/ui/components/ai/use-ai-conversation/index.page.tsx +++ b/examples/next/pages/ui/components/ai/use-ai-conversation/index.page.tsx @@ -1,8 +1,8 @@ +import React from 'react'; import { Amplify } from 'aws-amplify'; -import { Authenticator } from '@aws-amplify/ui-react'; import { generateClient } from 'aws-amplify/data'; -import React from 'react'; -import { AIContextProvider, createAIHooks } from '@aws-amplify/ui-react-ai'; +import { Authenticator } from '@aws-amplify/ui-react'; +import { createAIHooks } from '@aws-amplify/ui-react-ai'; import outputs from './amplify_outputs.js'; import type { Schema } from '@environments/ai/gen2/amplify/data/resource'; @@ -13,14 +13,6 @@ const { useAIConversation } = createAIHooks(client); Amplify.configure(outputs); export default function App() { - return ( - - - - ); -} - -export function MyConversation() { const [ { data: { messages }, diff --git a/package.json b/package.json index 267817ccbd4..3c1a4c9db4e 100644 --- a/package.json +++ b/package.json @@ -109,7 +109,7 @@ "ws": "^8.17.1" }, "devDependencies": { - "@aws-amplify/backend": "^1.2.1", + "@aws-amplify/backend": "^1.7.0", "@aws-amplify/eslint-config-amplify-ui": "0.0.0", "@aws-amplify/typescript-config": "0.0.0", "@changesets/changelog-github": "0.4.1", diff --git a/packages/react-ai/jest.config.ts b/packages/react-ai/jest.config.ts index 2c3a8a93239..02ef2da2db1 100644 --- a/packages/react-ai/jest.config.ts +++ b/packages/react-ai/jest.config.ts @@ -14,8 +14,8 @@ const config: Config = { coverageThreshold: { global: { branches: 68, - functions: 79, - lines: 88, + functions: 78, + lines: 87, statements: 87, }, }, diff --git a/packages/react-ai/src/__tests__/__snapshots__/exports.test.ts.snap b/packages/react-ai/src/__tests__/__snapshots__/exports.test.ts.snap index ff0757eb2b2..56dcb4b5558 100644 --- a/packages/react-ai/src/__tests__/__snapshots__/exports.test.ts.snap +++ b/packages/react-ai/src/__tests__/__snapshots__/exports.test.ts.snap @@ -2,7 +2,6 @@ exports[`@aws-amplify/ui-react-ai exports should match snapshot 1`] = ` [ - "AIContextProvider", "AIConversation", "createAIConversation", "createAIHooks", diff --git a/packages/react-ai/src/components/AIConversation/AIConversation.tsx b/packages/react-ai/src/components/AIConversation/AIConversation.tsx index 2efcad89a64..1637e143d29 100644 --- a/packages/react-ai/src/components/AIConversation/AIConversation.tsx +++ b/packages/react-ai/src/components/AIConversation/AIConversation.tsx @@ -41,11 +41,11 @@ function AIConversationBase({ const defaultAvatars: Avatars = { ai: { username: 'Assistant', - avatar: icons?.assistant ?? , + avatar: icons?.assistant ?? , }, user: { username: 'User', - avatar: icons?.user ?? , + avatar: icons?.user ?? , }, }; @@ -68,7 +68,10 @@ function AIConversationBase({ return ( - + diff --git a/packages/react-ai/src/components/AIConversation/AIConversationProvider.tsx b/packages/react-ai/src/components/AIConversation/AIConversationProvider.tsx index 9126634e061..49d2db93e73 100644 --- a/packages/react-ai/src/components/AIConversation/AIConversationProvider.tsx +++ b/packages/react-ai/src/components/AIConversation/AIConversationProvider.tsx @@ -39,12 +39,12 @@ export const AIConversationProvider = ({ handleSendMessage, isLoading, messages, + messageRenderer, responseComponents, suggestedPrompts, variant, welcomeMessage, FallbackResponseComponent, - messageRenderer, }: AIConversationProviderProps): React.JSX.Element => { const _displayText = { ...defaultAIConversationDisplayTextEn, diff --git a/packages/react-ai/src/components/AIConversation/__tests__/AIConversation.test.tsx b/packages/react-ai/src/components/AIConversation/__tests__/AIConversation.test.tsx new file mode 100644 index 00000000000..2816f9ef8fa --- /dev/null +++ b/packages/react-ai/src/components/AIConversation/__tests__/AIConversation.test.tsx @@ -0,0 +1,87 @@ +import * as React from 'react'; +import { render, screen } from '@testing-library/react'; +import { AIConversation } from '../AIConversation'; +import { AIConversationProps } from '../types'; + +Element.prototype.scrollTo = jest.fn(); + +describe('AIConversation', () => { + const defaultProps: AIConversationProps = { + handleSendMessage: jest.fn(), + messages: [ + { + role: 'user', + content: [{ text: 'hello' }], + conversationId: '123', + id: '123', + createdAt: new Date().toISOString(), + }, + { + role: 'assistant', + content: [{ text: 'hello' }], + conversationId: 'XXX', + id: '123', + createdAt: new Date().toISOString(), + }, + ], + }; + + beforeEach(() => { + jest.clearAllMocks(); + }); + + it('renders with default props', () => { + render(); + expect(screen.getByTestId('ai-conversation')).toBeInTheDocument(); + }); + + it('renders with custom avatars', () => { + const customAvatars = { + ai: { + username: 'Custom AI', + avatar:
AI
, + }, + user: { + username: 'Custom User', + avatar:
User
, + }, + }; + + render(); + + expect(screen.getByTestId('custom-ai-avatar')).toBeInTheDocument(); + expect(screen.getByTestId('custom-user-avatar')).toBeInTheDocument(); + }); + + it('renders with default avatars when not provided', () => { + render(); + + // Verify default icons are rendered + expect(screen.getByTestId('icon-assistant')).toBeInTheDocument(); + expect(screen.getByTestId('icon-user')).toBeInTheDocument(); + }); + + it('renders with custom controls', () => { + const CustomMessageList = () => ( +
Custom Messages
+ ); + const CustomForm = () =>
Custom Form
; + + const customControls = { + MessageList: CustomMessageList, + Form: CustomForm, + }; + + render(); + + expect(screen.getByTestId('custom-message-list')).toBeInTheDocument(); + expect(screen.getByTestId('custom-form')).toBeInTheDocument(); + }); + + it('exports required subcomponents', () => { + expect(AIConversation.Provider).toBeDefined(); + expect(AIConversation.DefaultMessage).toBeDefined(); + expect(AIConversation.Messages).toBeDefined(); + expect(AIConversation.Form).toBeDefined(); + }); +}); diff --git a/packages/react-ai/src/components/AIConversation/context/ResponseComponentsContext.tsx b/packages/react-ai/src/components/AIConversation/context/ResponseComponentsContext.tsx index 0038d310fa0..9df54c48555 100644 --- a/packages/react-ai/src/components/AIConversation/context/ResponseComponentsContext.tsx +++ b/packages/react-ai/src/components/AIConversation/context/ResponseComponentsContext.tsx @@ -1,6 +1,5 @@ import React from 'react'; -import { ResponseComponents } from '../types'; -import { ToolConfiguration } from '../../../types'; +import { ToolConfiguration, ResponseComponents } from '../../../types'; type ResponseComponentsContextProps = ResponseComponents | undefined; @@ -9,7 +8,9 @@ export const RESPONSE_COMPONENT_PREFIX = 'AMPLIFY_UI_'; export const ResponseComponentsContext = React.createContext(undefined); -const prependResponseComponents = (responseComponents?: ResponseComponents) => { +export const prependResponseComponents = ( + responseComponents?: ResponseComponents +): ResponseComponents | undefined => { if (!responseComponents) return responseComponents; return Object.keys(responseComponents).reduce( (prev, key) => ( diff --git a/packages/react-ai/src/components/AIConversation/index.ts b/packages/react-ai/src/components/AIConversation/index.ts index 5606f5e807b..67e4fe7786c 100644 --- a/packages/react-ai/src/components/AIConversation/index.ts +++ b/packages/react-ai/src/components/AIConversation/index.ts @@ -1,11 +1,8 @@ import { createAIConversation } from './createAIConversation'; import { AIConversation } from './AIConversation'; -import { - Avatars, - CustomAction, - ResponseComponent, - SuggestedPrompt, -} from './types'; +import { Avatars, CustomAction, SuggestedPrompt } from './types'; + +import { ResponseComponent } from '../../types'; export { createAIConversation, diff --git a/packages/react-ai/src/components/AIConversation/types.ts b/packages/react-ai/src/components/AIConversation/types.ts index 974ee57a429..be53364b81c 100644 --- a/packages/react-ai/src/components/AIConversation/types.ts +++ b/packages/react-ai/src/components/AIConversation/types.ts @@ -12,9 +12,10 @@ import { DisplayTextTemplate } from '@aws-amplify/ui'; import { AIConversationDisplayText } from './displayText'; import { ConversationMessage, - ImageContentBlock, SendMessage, + ResponseComponents, TextContentBlock, + ImageContentBlock, } from '../../types'; import { ControlsContextProps } from './context/ControlsContext'; import { AIConversationProviderProps } from './AIConversationProvider'; @@ -84,34 +85,3 @@ export interface SuggestedPrompt { component?: React.ReactNode; inputText: string; } - -type JSONType = - | 'string' - | 'number' - | 'integer' - | 'boolean' - | 'object' - | 'array' - | 'null' - | 'any'; - -interface ResponseComponentProp { - type: JSONType; - enum?: string[]; - description?: string; - required?: boolean; -} - -interface ResponseComponentPropMap { - [key: string]: ResponseComponentProp; -} - -export interface ResponseComponent { - component: React.ComponentType; - description?: string; - props: ResponseComponentPropMap; -} - -export interface ResponseComponents { - [key: string]: ResponseComponent; -} diff --git a/packages/react-ai/src/components/AIConversation/views/default/MessageList.tsx b/packages/react-ai/src/components/AIConversation/views/default/MessageList.tsx index c3e5257b6c8..6683fa0ba35 100644 --- a/packages/react-ai/src/components/AIConversation/views/default/MessageList.tsx +++ b/packages/react-ai/src/components/AIConversation/views/default/MessageList.tsx @@ -1,5 +1,5 @@ import * as React from 'react'; -import { Avatar, Button, Text, View } from '@aws-amplify/ui-react'; +import { Avatar, Placeholder, Text, View, Button } from '@aws-amplify/ui-react'; import { MessageControl } from '../Controls/MessagesControl'; import { ActionsContext, @@ -18,6 +18,28 @@ import { } from '@aws-amplify/ui'; import { LoadingContext } from '../../context/LoadingContext'; +const PlaceholderMessage = ({ role }: { role: string }) => { + const variant = React.useContext(MessageVariantContext); + return ( + + + + + + + + + + + ); +}; + const MessageMeta = ({ message }: { message: ConversationMessage }) => { // need to pass this in as props in order for it to be overridable const avatars = React.useContext(AvatarsContext); @@ -37,35 +59,6 @@ const MessageMeta = ({ message }: { message: ConversationMessage }) => { ); }; -const LoadingMessage = () => { - const avatars = React.useContext(AvatarsContext); - const variant = React.useContext(MessageVariantContext); - const avatar = avatars?.ai; - - return ( - - - {avatar?.avatar} - - - - - {avatar?.username} - - - - - ); -}; - const MessageActions = ({ message }: { message: ConversationMessage }) => { const actions = React.useContext(ActionsContext); if (!actions) return null; @@ -92,6 +85,7 @@ const MessageActions = ({ message }: { message: ConversationMessage }) => { const Message = ({ message }: { message: ConversationMessage }) => { const avatars = React.useContext(AvatarsContext); const variant = React.useContext(MessageVariantContext); + const { isLoading } = message; const avatar = message.role === 'assistant' ? avatars?.ai : avatars?.user; return ( @@ -107,7 +101,7 @@ const Message = ({ message }: { message: ConversationMessage }) => { )} > - {avatar?.avatar} + {avatar?.avatar} @@ -139,10 +133,15 @@ export const MessageList: Required['MessageList'] = ({ return ( + {isLoading ? ( + <> + + + + ) : null} {messagesWithRenderableContent.map((message, i) => ( ))} - {isLoading ? : null} ); }; diff --git a/packages/react-ai/src/hooks/AIContextProvider.tsx b/packages/react-ai/src/hooks/AIContextProvider.tsx deleted file mode 100644 index f20b52d71ad..00000000000 --- a/packages/react-ai/src/hooks/AIContextProvider.tsx +++ /dev/null @@ -1,41 +0,0 @@ -import React from 'react'; -import { ConversationMessage } from '../types'; - -type ConversationToMessages = Record; - -export type RouteToConversations = Record; - -interface ContextType { - routeToConversationsMap: RouteToConversations; - setRouteToConversationsMap: React.Dispatch< - React.SetStateAction - >; -} - -export const AIContext = React.createContext( - undefined -); - -export const useAIContext = (): ContextType => { - const context = React.useContext(AIContext); - const [routeToConversationsMap, setRouteToConversationsMap] = - React.useState({}); - - if (context) { - return context; - } - - return { routeToConversationsMap, setRouteToConversationsMap }; -}; - -/** - * @experimental - */ -export const AIContextProvider = ({ - children, -}: { - children: React.ReactNode; -}): React.ReactNode => { - const context = useAIContext(); - return {children}; -}; diff --git a/packages/react-ai/src/hooks/__tests__/contentFromEvent.test.ts b/packages/react-ai/src/hooks/__tests__/contentFromEvent.test.ts new file mode 100644 index 00000000000..a60b7e78a84 --- /dev/null +++ b/packages/react-ai/src/hooks/__tests__/contentFromEvent.test.ts @@ -0,0 +1,137 @@ +import { contentFromEvents } from '../contentFromEvents'; +import { ConversationStreamEvent } from '../../types'; + +describe('contentFromEvents', () => { + it('should return empty array when contentBlocks is undefined', () => { + const result = contentFromEvents(undefined); + expect(result).toEqual([]); + }); + + it('should combine text events into a single text block', () => { + const events: ConversationStreamEvent[][] = [ + [ + { + text: 'Hello', + id: '123', + conversationId: '123', + contentBlockIndex: 0, + contentBlockDeltaIndex: 0, + associatedUserMessageId: '123', + }, + { + text: ' ', + id: '123', + conversationId: '123', + contentBlockIndex: 0, + contentBlockDeltaIndex: 1, + associatedUserMessageId: '123', + }, + { + text: 'world', + id: '123', + conversationId: '123', + contentBlockIndex: 0, + contentBlockDeltaIndex: 2, + associatedUserMessageId: '123', + }, + ], + ]; + + const result = contentFromEvents(events); + expect(result).toEqual([{ text: 'Hello world' }]); + }); + + it('should handle multiple text blocks', () => { + const events: ConversationStreamEvent[][] = [ + [ + { + text: 'First block', + id: '123', + conversationId: '123', + contentBlockIndex: 0, + contentBlockDeltaIndex: 0, + associatedUserMessageId: '123', + }, + ], + [ + { + text: 'Second block', + id: '123', + conversationId: '123', + contentBlockIndex: 1, + contentBlockDeltaIndex: 0, + associatedUserMessageId: '123', + }, + ], + ]; + + const result = contentFromEvents(events); + expect(result).toEqual([{ text: 'First block' }, { text: 'Second block' }]); + }); + + it('should handle toolUse events', () => { + const toolUseEvent = { name: 'testTool', input: 'test', toolUseId: '1234' }; + const events: ConversationStreamEvent[][] = [ + [ + { + toolUse: toolUseEvent, + id: '123', + conversationId: '123', + contentBlockIndex: 0, + associatedUserMessageId: '123', + }, + ], + ]; + + const result = contentFromEvents(events); + expect(result).toEqual([{ toolUse: toolUseEvent }]); + }); + + it('should handle mixed text and toolUse blocks', () => { + const toolUseEvent = { name: 'testTool', input: 'test', toolUseId: '123' }; + const events: ConversationStreamEvent[][] = [ + [ + { + text: 'Before tool', + id: '123', + conversationId: '123', + contentBlockIndex: 0, + contentBlockDeltaIndex: 0, + associatedUserMessageId: '123', + }, + ], + [ + { + toolUse: toolUseEvent, + id: '123', + conversationId: '123', + contentBlockIndex: 1, + associatedUserMessageId: '123', + }, + ], + [ + { + text: 'After tool', + id: '123', + conversationId: '123', + contentBlockIndex: 2, + contentBlockDeltaIndex: 0, + associatedUserMessageId: '123', + }, + ], + ]; + + const result = contentFromEvents(events); + expect(result).toEqual([ + { text: 'Before tool' }, + { toolUse: toolUseEvent }, + { text: 'After tool' }, + ]); + }); + + it('should handle empty content blocks array', () => { + const events: ConversationStreamEvent[][] = []; + const result = contentFromEvents(events); + expect(result).toEqual([]); + }); +}); diff --git a/packages/react-ai/src/hooks/__tests__/createAIHooks.test.tsx b/packages/react-ai/src/hooks/__tests__/createAIHooks.test.tsx index 9ff19fae396..e54bb2e1e94 100644 --- a/packages/react-ai/src/hooks/__tests__/createAIHooks.test.tsx +++ b/packages/react-ai/src/hooks/__tests__/createAIHooks.test.tsx @@ -4,6 +4,7 @@ import { createAIHooks } from '../createAIHooks'; const listMessageMock = jest.fn().mockResolvedValue({ data: [] }); const sendMessageMock = jest.fn().mockResolvedValue({ data: {} }); const onMessageMock = jest.fn().mockReturnValue({ unsubscribe: jest.fn() }); +const onStreamEventMock = jest.fn().mockReturnValue({ unsubscribe: jest.fn() }); const generateRecipeMock = jest.fn(); const id = 'foobar'; @@ -14,6 +15,7 @@ const mockGet = jest.fn().mockImplementation(() => { listMessages: listMessageMock, sendMessage: sendMessageMock, onMessage: onMessageMock, + onStreamEvent: onStreamEventMock, }, }; }); @@ -48,98 +50,6 @@ describe('createAIHooks', () => { expect(useAIGeneration).toBeDefined(); }); - describe('useAIConversation', () => { - it('returns some messages and a sendMessage function', async () => { - const client = new mockClient(); - const { useAIConversation } = createAIHooks(client); - - expect(useAIConversation).toBeDefined(); - - const { result, waitForNextUpdate } = renderHook(() => - useAIConversation('pirateChat') - ); - await waitForNextUpdate(); - const [ - { - data: { messages }, - }, - sendMessage, - ] = result.current; - expect(messages).toHaveLength(1); - expect(sendMessage).toBeDefined(); - }); - - it('hook can send a message which updates state', async () => { - const client = new mockClient(); - const { useAIConversation } = createAIHooks(client); - - expect(useAIConversation).toBeDefined(); - - const { result, waitForNextUpdate } = renderHook(() => - useAIConversation('pirateChat') - ); - await waitForNextUpdate(); - const [_data, sendMessage] = result.current; - - sendMessage({ content: ['foobar'] as unknown as any }); - await waitForNextUpdate(); - expect(result.current[0].data.messages).toHaveLength(2); - expect(sendMessageMock).toHaveBeenCalled(); - }); - - it('hook can receive new messages from the conversation subscription', async () => { - const client = new mockClient(); - const { useAIConversation } = createAIHooks(client); - - expect(useAIConversation).toBeDefined(); - - const { result, waitForNextUpdate } = renderHook(() => - useAIConversation('pirateChat') - ); - await waitForNextUpdate(); - const [_data, sendMessage] = result.current; - - sendMessage({ content: ['foobar'] as unknown as any }); - await waitForNextUpdate(); - expect(result.current[0].data.messages).toHaveLength(2); - - // eslint-disable-next-line @typescript-eslint/no-unsafe-member-access - const onMessageHandler = onMessageMock.mock.calls[0][0]; - act(() => { - // eslint-disable-next-line @typescript-eslint/no-unsafe-call - onMessageHandler({ content: [{ text: 'Pirate responding' }] }); - }); - expect(result.current[0].data.messages).toHaveLength(3); - }); - - it('hook can receive new messages and calls a custom onResponse function', async () => { - const client = new mockClient(); - const { useAIConversation } = createAIHooks(client); - - expect(useAIConversation).toBeDefined(); - - const onResponse = jest.fn(); - const { result, waitForNextUpdate } = renderHook(() => - useAIConversation('pirateChat', { onResponse }) - ); - await waitForNextUpdate(); - const [_data, sendMessage] = result.current; - - sendMessage({ content: ['foobar'] as unknown as any }); - await waitForNextUpdate(); - expect(result.current[0].data.messages).toHaveLength(2); - - // eslint-disable-next-line @typescript-eslint/no-unsafe-member-access - const onMessageHandler = onMessageMock.mock.calls[0][0]; - act(() => { - // eslint-disable-next-line @typescript-eslint/no-unsafe-call - onMessageHandler({ content: [{ text: 'Pirate responding' }] }); - }); - expect(result.current[0].data.messages).toHaveLength(3); - expect(onResponse).toHaveBeenCalled(); - }); - }); - describe('useAIGeneration', () => { it('returns a result', async () => { const client = new mockClient(); diff --git a/packages/react-ai/src/hooks/__tests__/exhaustivelyListMessages.test.ts b/packages/react-ai/src/hooks/__tests__/exhaustivelyListMessages.test.ts new file mode 100644 index 00000000000..ee40b28c0ee --- /dev/null +++ b/packages/react-ai/src/hooks/__tests__/exhaustivelyListMessages.test.ts @@ -0,0 +1,136 @@ +import { exhaustivelyListMessages } from '../exhaustivelyListMessages'; +import { Conversation, ConversationMessage } from '../../types'; + +const mockConversation = { + listMessages: jest.fn(), +}; + +describe('exhaustivelyListMessages', () => { + beforeEach(() => { + mockConversation.listMessages.mockClear(); + }); + + it('should return all messages when there is no pagination', async () => { + const mockMessages: ConversationMessage[] = [ + { + id: '1', + content: [{ text: 'Hello' }], + conversationId: '1', + createdAt: new Date().toISOString(), + role: 'user', + }, + { + id: '2', + content: [{ text: 'World' }], + conversationId: '1', + createdAt: new Date().toISOString(), + role: 'assistant', + }, + ]; + + mockConversation.listMessages.mockResolvedValueOnce({ + data: mockMessages, + nextToken: undefined, + }); + + const result = await exhaustivelyListMessages({ + conversation: mockConversation as unknown as Conversation, + }); + + expect(result.data).toEqual(mockMessages); + expect(mockConversation.listMessages).toHaveBeenCalledTimes(1); + expect(mockConversation.listMessages).toHaveBeenCalledWith({ + nextToken: undefined, + }); + }); + + it('should handle pagination and return all messages', async () => { + const mockMessages1: ConversationMessage[] = [ + { + id: '1', + content: [{ text: 'Hello' }], + conversationId: '1', + createdAt: new Date().toISOString(), + role: 'user', + }, + { + id: '2', + content: [{ text: 'World' }], + conversationId: '1', + createdAt: new Date().toISOString(), + role: 'assistant', + }, + ]; + const mockMessages2: ConversationMessage[] = [ + { + id: '3', + content: [{ text: 'Goodbye' }], + conversationId: '1', + createdAt: new Date().toISOString(), + role: 'user', + }, + { + id: '4', + content: [{ text: 'Moon' }], + conversationId: '1', + createdAt: new Date().toISOString(), + role: 'assistant', + }, + ]; + + mockConversation.listMessages + .mockResolvedValueOnce({ + data: mockMessages1, + nextToken: 'token1', + }) + .mockResolvedValueOnce({ + data: mockMessages2, + nextToken: undefined, + }); + + const result = await exhaustivelyListMessages({ + conversation: mockConversation as unknown as Conversation, + }); + + expect(result.data).toEqual([...mockMessages1, ...mockMessages2]); + expect(mockConversation.listMessages).toHaveBeenCalledTimes(2); + expect(mockConversation.listMessages).toHaveBeenNthCalledWith(1, { + nextToken: undefined, + }); + expect(mockConversation.listMessages).toHaveBeenNthCalledWith(2, { + nextToken: 'token1', + }); + }); + + it('should handle empty response', async () => { + mockConversation.listMessages.mockResolvedValueOnce({ + data: [], + nextToken: undefined, + }); + + const result = await exhaustivelyListMessages({ + conversation: mockConversation as unknown as Conversation, + }); + + expect(result.data).toEqual([]); + expect(mockConversation.listMessages).toHaveBeenCalledTimes(1); + expect(mockConversation.listMessages).toHaveBeenCalledWith({ + nextToken: undefined, + }); + }); + + it('should handle errors gracefully', async () => { + const mockError = new Error('API Error'); + mockConversation.listMessages.mockRejectedValueOnce(mockError); + + await expect( + exhaustivelyListMessages({ + conversation: mockConversation as unknown as Conversation, + }) + ).rejects.toThrow('API Error'); + expect(mockConversation.listMessages).toHaveBeenCalledTimes(1); + expect(mockConversation.listMessages).toHaveBeenCalledWith({ + nextToken: undefined, + }); + }); +}); diff --git a/packages/react-ai/src/hooks/__tests__/useAIConversation.test.ts b/packages/react-ai/src/hooks/__tests__/useAIConversation.test.ts new file mode 100644 index 00000000000..f218cd8511e --- /dev/null +++ b/packages/react-ai/src/hooks/__tests__/useAIConversation.test.ts @@ -0,0 +1,140 @@ +import { act, renderHook } from '@testing-library/react-hooks'; +import { createAIHooks } from '../createAIHooks'; +import { ConversationStreamEvent } from '../../types'; + +let _next: any; + +const listMessageMock = jest.fn().mockResolvedValue({ data: [] }); +const sendMessageMock = jest.fn().mockResolvedValue({ data: {} }); +const onMessageMock = jest.fn().mockReturnValue({ unsubscribe: jest.fn() }); +const onStreamEventMock = jest + .fn() + .mockImplementation( + ({ next }: { next: (message: ConversationStreamEvent) => void }) => { + _next = next; + return { unsubscribe: jest.fn() }; + } + ); +// .mockReturnValue({ unsubscribe: jest.fn() }); +const generateRecipeMock = jest.fn(); +const id = 'foobar'; + +const mockGet = jest.fn().mockImplementation(() => { + return { + data: { + id: id, + listMessages: listMessageMock, + sendMessage: sendMessageMock, + onMessage: onMessageMock, + onStreamEvent: onStreamEventMock, + }, + }; +}); +const mockCreate = mockGet; +const mockClient = jest.fn().mockImplementation(() => { + return { + conversations: { + pirateChat: { + get: mockGet, + create: mockCreate, + }, + }, + generations: { + generateRecipe: generateRecipeMock, + }, + }; +}); + +describe('useAIConverstion', () => { + beforeEach(() => { + listMessageMock.mockResolvedValue({ + data: [{ content: [{ text: 'asdf' }] }], + }); + onMessageMock.mockReset(); + }); + + it('returns some messages and a sendMessage function', async () => { + const client = new mockClient(); + const { useAIConversation } = createAIHooks(client); + + expect(useAIConversation).toBeDefined(); + + const { result, waitForNextUpdate } = renderHook(() => + useAIConversation('pirateChat') + ); + await waitForNextUpdate(); + const [ + { + data: { messages }, + }, + sendMessage, + ] = result.current; + expect(messages).toHaveLength(0); + expect(sendMessage).toBeDefined(); + }); + + it('hook can send a message which updates state', async () => { + const client = new mockClient(); + const { useAIConversation } = createAIHooks(client); + + expect(useAIConversation).toBeDefined(); + + const { result, waitForNextUpdate } = renderHook(() => + useAIConversation('pirateChat') + ); + + await waitForNextUpdate(); + + const [_data, sendMessage] = result.current; + + act(() => { + sendMessage({ content: [{ text: '' }] }); + }); + + expect(result.current[0].data.messages).toHaveLength(2); + expect(sendMessageMock).toHaveBeenCalled(); + }); + + it('can call onInitialize', () => { + const client = new mockClient(); + const { useAIConversation } = createAIHooks(client); + + expect(useAIConversation).toBeDefined(); + + const { waitForNextUpdate } = renderHook(() => + useAIConversation('pirateChat', { + onInitialize: (conversation) => { + expect(conversation).toBeDefined(); + }, + }) + ); + + waitForNextUpdate(); + }); + + it('should fire onMessage', async () => { + const client = new mockClient(); + const { useAIConversation } = createAIHooks(client); + const onMessage = jest.fn(); + const { result, waitForNextUpdate } = renderHook(() => + useAIConversation('pirateChat', { onMessage }) + ); + + await waitForNextUpdate(); + + const [_data] = result.current; + + act(() => { + // eslint-disable-next-line @typescript-eslint/no-unsafe-call + _next({ + stopReason: 'end_turn', + conversationId: 'XXX', + id: '123', + contentBlockIndex: 0, + associatedUserMessageId: 'XXX', + }); + }); + + expect(onMessage).toHaveBeenCalled(); + }); +}); diff --git a/packages/react-ai/src/hooks/__tests__/useAIGeneration.test.tsx b/packages/react-ai/src/hooks/__tests__/useAIGeneration.test.tsx new file mode 100644 index 00000000000..5e29cff4907 --- /dev/null +++ b/packages/react-ai/src/hooks/__tests__/useAIGeneration.test.tsx @@ -0,0 +1,134 @@ +import { renderHook, act } from '@testing-library/react-hooks'; +import { createUseAIGeneration } from '../useAIGeneration'; +import { INITIAL_STATE, LOADING_STATE, ERROR_STATE } from '../shared'; + +describe('useAIGeneration', () => { + const mockClient = { + generations: { + testRoute: jest.fn(), + }, + conversations: {}, + }; + + const useAIGeneration = createUseAIGeneration(mockClient); + + beforeEach(() => { + jest.clearAllMocks(); + }); + + it('should return initial state', () => { + const { result } = renderHook(() => useAIGeneration('testRoute')); + + expect(result.current[0]).toEqual({ + ...INITIAL_STATE, + data: undefined, + }); + }); + + it('should handle successful generation', async () => { + const mockData = { text: 'generated content' }; + mockClient.generations.testRoute.mockResolvedValueOnce({ data: mockData }); + + const { result, waitForNextUpdate } = renderHook(() => + useAIGeneration('testRoute') + ); + + act(() => { + result.current[1]({ prompt: 'test prompt' }); + }); + + await waitForNextUpdate(); + + expect(mockClient.generations.testRoute).toHaveBeenCalledWith({ + prompt: 'test prompt', + }); + expect(result.current[0]).toEqual({ + ...INITIAL_STATE, + data: mockData, + }); + }); + + it('should handle loading state', () => { + const mockData = { text: 'generated content' }; + mockClient.generations.testRoute.mockImplementation( + () => + new Promise((resolve) => + setTimeout(() => resolve({ data: mockData }), 1000) + ) + ); + + const { result } = renderHook(() => useAIGeneration('testRoute')); + + act(() => { + result.current[1]({ prompt: 'test prompt' }); + }); + + expect(result.current[0]).toEqual({ + ...LOADING_STATE, + data: undefined, + }); + }); + + it('should handle error state', async () => { + const errors = ['Error message']; + mockClient.generations.testRoute.mockResolvedValueOnce({ + data: undefined, + errors, + }); + + const { result, waitForNextUpdate } = renderHook(() => + useAIGeneration('testRoute') + ); + + act(() => { + result.current[1]({ prompt: 'test prompt' }); + }); + + await waitForNextUpdate(); + + expect(mockClient.generations.testRoute).toHaveBeenCalledWith({ + prompt: 'test prompt', + }); + + expect(result.current[0]).toEqual({ + ...ERROR_STATE, + data: undefined, + messages: errors, + }); + }); + + it('should preserve previous data while loading', async () => { + const initialData = { text: 'initial content' }; + const newData = { text: 'new content' }; + + mockClient.generations.testRoute.mockResolvedValueOnce({ + data: initialData, + }); + + const { result, waitForNextUpdate } = renderHook(() => + useAIGeneration('testRoute') + ); + + act(() => { + result.current[1]({ prompt: 'first prompt' }); + }); + + await waitForNextUpdate(); + + mockClient.generations.testRoute.mockImplementation( + () => + new Promise((resolve) => + setTimeout(() => resolve({ data: newData }), 100) + ) + ); + + act(() => { + result.current[1]({ prompt: 'second prompt' }); + }); + + expect(result.current[0]).toEqual({ + ...LOADING_STATE, + data: initialData, + }); + }); +}); diff --git a/packages/react-ai/src/hooks/contentFromEvents.ts b/packages/react-ai/src/hooks/contentFromEvents.ts new file mode 100644 index 00000000000..b1b34c4862f --- /dev/null +++ b/packages/react-ai/src/hooks/contentFromEvents.ts @@ -0,0 +1,23 @@ +import { ConversationMessage, ConversationStreamEvent } from '../types'; + +export const contentFromEvents = ( + contentBlocks?: ConversationStreamEvent[][] +): ConversationMessage['content'] => { + if (!contentBlocks) return []; + return contentBlocks.map((contentBlock) => { + const isTextBlock = contentBlock.some((event) => event.text); + if (isTextBlock) { + return { + text: contentBlock + .map((event) => { + return event.text; + }) + .join(''), + }; + } + // tool use is never chunked + if (contentBlock[0].toolUse) { + return { toolUse: contentBlock[0].toolUse }; + } + }) as ConversationMessage['content']; +}; diff --git a/packages/react-ai/src/hooks/exhaustivelyListMessages.ts b/packages/react-ai/src/hooks/exhaustivelyListMessages.ts new file mode 100644 index 00000000000..7a28814faa8 --- /dev/null +++ b/packages/react-ai/src/hooks/exhaustivelyListMessages.ts @@ -0,0 +1,29 @@ +import { Conversation, ConversationMessage } from '../types'; + +interface ExhaustivelyListMessagesParams { + conversation: Conversation; + messages?: ConversationMessage[]; + nextToken?: string; +} + +export async function exhaustivelyListMessages({ + conversation, + messages = [], + nextToken, +}: ExhaustivelyListMessagesParams): ReturnType { + const result = await conversation.listMessages({ nextToken }); + if (result.data) { + messages?.push(...result.data); + } + if (result.nextToken) { + return exhaustivelyListMessages({ + conversation, + messages, + nextToken: result.nextToken, + }); + } + return { + ...result, + data: messages, + }; +} diff --git a/packages/react-ai/src/hooks/index.ts b/packages/react-ai/src/hooks/index.ts index 7ae8430b23e..be3b02c7e8b 100644 --- a/packages/react-ai/src/hooks/index.ts +++ b/packages/react-ai/src/hooks/index.ts @@ -1,3 +1,2 @@ -import { AIContextProvider, AIContext } from './AIContextProvider'; import { createAIHooks } from './createAIHooks'; -export { AIContextProvider, AIContext, createAIHooks }; +export { createAIHooks }; diff --git a/packages/react-ai/src/hooks/shared.ts b/packages/react-ai/src/hooks/shared.ts new file mode 100644 index 00000000000..9a42b5031f7 --- /dev/null +++ b/packages/react-ai/src/hooks/shared.ts @@ -0,0 +1,24 @@ +import { DataState } from '@aws-amplify/ui-react-core'; +import { GraphQLFormattedError } from '../types'; + +export type DataClientState = Omit, 'message'> & { + messages?: GraphQLFormattedError[]; +}; + +export type DataClientResponse = { + data: T | null; + errors?: GraphQLFormattedError[]; +}; + +// default state +export const INITIAL_STATE = { + hasError: false, + isLoading: false, + messages: undefined, +}; +export const LOADING_STATE = { + hasError: false, + isLoading: true, + messages: undefined, +}; +export const ERROR_STATE = { hasError: true, isLoading: false }; diff --git a/packages/react-ai/src/hooks/useAIConversation.tsx b/packages/react-ai/src/hooks/useAIConversation.tsx index b68329d7750..6c44723bb68 100644 --- a/packages/react-ai/src/hooks/useAIConversation.tsx +++ b/packages/react-ai/src/hooks/useAIConversation.tsx @@ -1,196 +1,336 @@ import React from 'react'; -import { DataState } from '@aws-amplify/ui-react-core'; -import { RouteToConversations, useAIContext } from './AIContextProvider'; import { Conversation, ConversationMessage, ConversationRoute, + ConversationStreamEvent, SendMesageParameters, SendMessage, } from '../types'; - -function createNewConversationMessageInRoute({ - previousValue, - routeName, - conversationId, - messages, -}: { - previousValue: RouteToConversations; - routeName: string; - conversationId: string; - messages: ConversationMessage[]; -}) { - return { - ...previousValue, - [routeName]: { - ...previousValue[routeName], - [conversationId]: messages, - }, - }; -} +import { + ERROR_STATE, + INITIAL_STATE, + LOADING_STATE, + DataClientState, +} from './shared'; +import { isFunction } from '@aws-amplify/ui'; +import { contentFromEvents } from './contentFromEvents'; +import { exhaustivelyListMessages } from './exhaustivelyListMessages'; interface UseAIConversationInput { id?: string; // should attempt to create a new session id if none is passed - onResponse?: (message: ConversationMessage) => void; + onMessage?: (message: ConversationMessage) => void; + // This will return the conversation instance after it has been + // either created or gotten (if id was provided). + // This is to allow users to do things like update the + // URL of the page with the conversation ID so if they + // refresh the page they can continue the conversation + onInitialize?: (conversation: Conversation) => void; } interface AIConversationState { messages: ConversationMessage[]; + conversation?: Conversation; } export type UseAIConversationHook = ( routeName: T, input?: UseAIConversationInput -) => [DataState, SendMessage]; +) => [DataClientState, SendMessage]; export function createUseAIConversation< T extends Record<'conversations', Record>, >(client: T): UseAIConversationHook> { + // This is a bit complicated so buckle up. + // The way the data client works is conversation.get() or conversation.create() + // is an async function because it makes a graphql call to appsync + // then it returns a conversation object, which is like a normal + // data client record, except that it also has functions on it, + // like sendMessage and onStreamEvent. onStreamEvent sets up a + // subscription using a websocket connection, which ideally we only want to + // do once per conversation. Because we can only subscribe AFTER the + // async call to get/create the conversation is made, the cleanup + // function in the effect will won't actually unsubscribe + const useAIConversation: UseAIConversationHook< Extract > = (routeName: keyof T['conversations'], input = {}) => { const clientRoute = (client.conversations as T['conversations'])[routeName]; - const { routeToConversationsMap, setRouteToConversationsMap } = - useAIContext(); - const messagesFromAIContext = input.id - ? routeToConversationsMap[routeName as string]?.[input.id] - : undefined; - const [localMessages, setLocalMessages] = React.useState< - ConversationMessage[] - >(messagesFromAIContext ?? []); - const [conversation, setConversation] = React.useState< - Conversation | undefined - >(undefined); - const [waitingForAIResponse, setWaitingForAIResponse] = - React.useState(false); - const [errorMessage, setErrorMessage] = React.useState< - string | undefined - >(); - const [hasError, setHasError] = React.useState(false); - - // On hook initialization get conversation and load all messages + // We need to keep track of the stream events as the come in + // for an assistant message, but don't need to keep them in state + const contentBlocksRef = React.useRef(); + // Using this hook without an existing conversation id means + // it will create a new conversation when it is executed + // we don't want to create 2 conversations + const initRef = React.useRef(false); + + const [dataState, setDataState] = React.useState< + DataClientState + >(() => ({ + ...INITIAL_STATE, + data: { messages: [], conversation: undefined }, + })); + + const { conversation } = dataState.data; + const { id, onInitialize, onMessage } = input; + React.useEffect(() => { + // We don't want to run the effect multiple times + // because that could create multiple conversation records + if (initRef.current) return; + initRef.current = true; async function initialize() { - const { data: conversation } = input.id - ? await clientRoute.get({ id: input.id }) - : await clientRoute.create(); + // no client route would mean that the user + // is not using TypeScript and entered the + // route name wrong, or there is a mismatch + // between the gen2 schema definition and + // whats in amplify_outputs + if (!clientRoute) { + setDataState({ + ...ERROR_STATE, + data: { messages: [] }, + messages: [ + { + message: 'Conversation route does not exist', + errorInfo: null, + errorType: '', + }, + ], + }); + return; + } - if (!conversation) { - const errorString = 'No conversation found'; - setHasError(true); - setErrorMessage(errorString); - throw new Error(errorString); + // Only show component loading state if we are + // actually loading messages + if (id) { + setDataState({ + ...LOADING_STATE, + data: { messages: [], conversation: undefined }, + }); } - const { data: messages } = await conversation.listMessages(); + const { data: conversation, errors } = id + ? await clientRoute.get({ id }) + : await clientRoute.create(); - setLocalMessages(messages); - setConversation(conversation); - setRouteToConversationsMap((previousValue) => { - return createNewConversationMessageInRoute({ - previousValue, - routeName: routeName as string, - conversationId: conversation.id, - messages, + if (errors ?? !conversation) { + setDataState({ + ...ERROR_STATE, + data: { messages: [] }, + messages: errors, }); - }); + } else { + if (id) { + const { data: messages } = await exhaustivelyListMessages({ + conversation, + }); + setDataState({ + ...INITIAL_STATE, + data: { messages, conversation }, + }); + } else { + setDataState({ + ...INITIAL_STATE, + data: { conversation, messages: [] }, + }); + } + } } initialize(); - }, [clientRoute, input.id, routeName, setRouteToConversationsMap]); - // Update messages to match what is in AIContext if they aren't equal + return () => { + contentBlocksRef.current = undefined; + setDataState({ + ...INITIAL_STATE, + data: { messages: [], conversation: undefined }, + }); + }; + }, [clientRoute, id, setDataState]); + + // Run a separate effect that is triggered by the conversation state + // so that we know we have a conversation object to set up the subscription + // and also unsubscribe on cleanup React.useEffect(() => { - if (!!messagesFromAIContext && messagesFromAIContext !== localMessages) - setLocalMessages(messagesFromAIContext); - }, [messagesFromAIContext, localMessages]); + if (!conversation) return; - const sendMessage = React.useCallback( - (input: SendMesageParameters) => { - const { content, aiContext, toolConfiguration } = input; - conversation - ?.sendMessage({ content, aiContext, toolConfiguration }) - .then((value) => { - const { data: sentMessage } = value; - - if (sentMessage) { - setWaitingForAIResponse(true); - setLocalMessages((previousLocalMessages) => [ - ...previousLocalMessages, - sentMessage, - ]); - setRouteToConversationsMap((previousValue) => { - return createNewConversationMessageInRoute({ - previousValue, - routeName: routeName as string, - conversationId: conversation.id, - messages: [ - ...previousValue[routeName as string][conversation.id], - sentMessage, - ], - }); - }); - } - }) - .catch((reason) => { - setHasError(true); - setErrorMessage(`error sending message ${reason}`); - }); - }, - [conversation, routeName, setRouteToConversationsMap] - ); + const subscription = conversation.onStreamEvent({ + next: (event) => { + const { + // messages have a content block array, + // this is the index of the content block that was updated + contentBlockIndex, + // this is the index of the content chunk, ensure these are in order! + contentBlockDeltaIndex, + // this is sent after the last content chunk, verify this matches the + // previous contentBlockDeltaIndex + contentBlockDoneAtIndex, + // this is the text of the content block + text, + // this is a toolUse block, will always come in a single event + // toolUse, + // this is the final event of the conversation turn + stopReason, + conversationId, + // associatedUserMessageId, + id, + } = event; + + // return early for content blocks being done + // or conversation turn being over + if (contentBlockDoneAtIndex) { + return; + } - const subscribe = React.useCallback( - (handleStoreChange: () => void) => { - const subscription = - conversation && - conversation.onMessage((message) => { - if (input.onResponse) input.onResponse(message); - setWaitingForAIResponse(false); - setLocalMessages((previousLocalMessages) => [ - ...previousLocalMessages, - message, - ]); - setRouteToConversationsMap((previousValue) => { - return createNewConversationMessageInRoute({ - previousValue, - routeName: routeName as string, - conversationId: conversation.id, - messages: [ - ...previousValue[routeName as string][conversation.id], - message, - ], - }); + // stop reason will signify end of conversation turn + if (stopReason) { + // remove loading state from streamed message + setDataState((prev) => { + return { + ...prev, + data: { + ...prev.data, + messages: prev.data.messages.map((message) => ({ + ...message, + isLoading: false, + })), + }, + }; + }); + onMessage?.({ + id, + conversationId, + content: contentFromEvents(contentBlocksRef.current), + createdAt: new Date().toISOString(), + role: 'assistant', + isLoading: true, }); - handleStoreChange(); // should cause a re-render + // clear out the stream cache + contentBlocksRef.current = undefined; + return; + } + + // no ref means its the first event for the message stream + if (!contentBlocksRef.current) { + contentBlocksRef.current = [[event]]; + + setDataState((prev) => { + const message: ConversationMessage = { + id, + conversationId, + // TODO: use better logic here + content: [{ text: text ?? '' }], + createdAt: new Date().toISOString(), + role: 'assistant', + isLoading: true, + }; + return { + ...prev, + data: { + ...prev.data, + messages: [...prev.data.messages.slice(0, -1), message], + }, + }; + }); + return; + } + + // place the incoming event in the right content block + // and order. message content is an array so a single message + // can have multiple content blocks, and each content block + // can have multiple events/chunks + const currentBlock = contentBlocksRef.current[contentBlockIndex]; + if (!currentBlock) { + contentBlocksRef.current[contentBlockIndex] = [event]; + } else { + contentBlocksRef.current[contentBlockIndex] = [ + ...currentBlock.slice(0, contentBlockDeltaIndex), + event, + ...currentBlock.slice(contentBlockDeltaIndex), + ]; + } + + setDataState((prev) => { + const message: ConversationMessage = { + id, + conversationId, + content: contentFromEvents(contentBlocksRef.current), + createdAt: new Date().toISOString(), + role: 'assistant', + isLoading: true, + }; + return { + ...prev, + data: { + ...prev.data, + // TODO: we are assuming we only update the last + // message, but maybe we should match it by message ID? + messages: [...prev.data.messages.slice(0, -1), message], + }, + }; }); - return () => { - subscription?.unsubscribe(); - }; - }, - [conversation, routeName, setRouteToConversationsMap, input] - ); + }, + error: (error) => { + error.errors.map((e) => { + return e.message; + }); + setDataState((prev) => { + return { + ...prev, + ...ERROR_STATE, + messages: error.errors, + }; + }); + }, + }); + + if (isFunction(onInitialize)) { + onInitialize(conversation); + } - const getSnapshot = React.useCallback(() => localMessages, [localMessages]); + return () => { + contentBlocksRef.current = undefined; + subscription.unsubscribe(); + }; + }, [conversation, onInitialize, onMessage, setDataState]); - // Using useSyncExternalStore to subscribe to external data updates - // Have to provide third optional argument in next - https://github.com/vercel/next.js/issues/54685 - const messagesFromStore = React.useSyncExternalStore( - subscribe, - getSnapshot, - getSnapshot + const handleSendMessage = React.useCallback( + (input: SendMesageParameters) => { + const { content } = input; + if (conversation) { + setDataState((prevState) => ({ + ...prevState, + data: { + ...prevState.data, + // optimistically add user and assistant messages + messages: [ + ...prevState.data.messages, + { + content, + role: 'user', + createdAt: new Date().toISOString(), + id: 'temp-id', + conversationId: conversation.id ?? '', + }, + { + content: [{ text: ' ' }], + role: 'assistant', + createdAt: new Date().toISOString(), + id: 'temp-id-2', + conversationId: conversation.id ?? '', + isLoading: true, + }, + ], + }, + })); + conversation.sendMessage(input); + } + }, + [conversation] ); - return [ - { - data: { messages: messagesFromStore }, - isLoading: waitingForAIResponse, - message: errorMessage, - hasError, - }, - sendMessage, - ]; + return [dataState, handleSendMessage]; }; return useAIConversation; diff --git a/packages/react-ai/src/hooks/useAIGeneration.tsx b/packages/react-ai/src/hooks/useAIGeneration.tsx index e5c5981ce88..db9b9cde38a 100644 --- a/packages/react-ai/src/hooks/useAIGeneration.tsx +++ b/packages/react-ai/src/hooks/useAIGeneration.tsx @@ -1,7 +1,13 @@ import * as React from 'react'; -import { DataState } from '@aws-amplify/ui-react-core'; import { V6Client } from '@aws-amplify/api-graphql'; import { getSchema } from '../types'; +import { + DataClientResponse, + DataClientState, + ERROR_STATE, + INITIAL_STATE, + LOADING_STATE, +} from './shared'; export interface UseAIGenerationHookWrapper< Key extends keyof AIGenerationClient['generations'], @@ -10,7 +16,7 @@ export interface UseAIGenerationHookWrapper< useAIGeneration: ( routeName: U ) => [ - Awaited>, + Awaited>, (input: Schema[U]['args']) => void, ]; } @@ -21,7 +27,7 @@ export type UseAIGenerationHook< > = ( routeName: Key ) => [ - Awaited>, + Awaited>, (input: Schema[Key]['args']) => void, ]; @@ -30,32 +36,6 @@ type AIGenerationClient> = Pick< 'generations' >; -interface GraphQLFormattedError { - readonly message: string; - readonly errorType: string; - readonly errorInfo: null | { - [key: string]: unknown; - }; -} - -type SingularReturnValue = { - data: T | null; - errors?: GraphQLFormattedError[]; -}; - -type GenerationState = Omit, 'message'> & { - messages?: GraphQLFormattedError[]; -}; - -// default state -const INITIAL_STATE = { - hasError: false, - isLoading: false, - messages: undefined, -}; -const LOADING_STATE = { hasError: false, isLoading: true, messages: undefined }; -const ERROR_STATE = { hasError: true, isLoading: false }; - export function createUseAIGeneration< Client extends Record<'generations' | 'conversations', Record>, Schema extends getSchema, @@ -65,11 +45,11 @@ export function createUseAIGeneration< >( routeName: Key ): [ - state: GenerationState, - handleAction: (input: Schema[Key]['args']) => void, + state: DataClientState, + handleAction: (input: Schema[Key]['args']) => Promise, ] => { const [dataState, setDataState] = React.useState< - GenerationState + DataClientState >(() => ({ ...INITIAL_STATE, data: undefined, @@ -83,7 +63,7 @@ export function createUseAIGeneration< client.generations as AIGenerationClient['generations'] )[routeName](input); - const { data, errors } = result as SingularReturnValue< + const { data, errors } = result as DataClientResponse< Schema[Key]['returnType'] >; diff --git a/packages/react-ai/src/index.ts b/packages/react-ai/src/index.ts index 291ba68846f..2edd9c9ae48 100644 --- a/packages/react-ai/src/index.ts +++ b/packages/react-ai/src/index.ts @@ -6,7 +6,7 @@ export { ResponseComponent, SuggestedPrompt, } from './components'; -export { createAIHooks, AIContextProvider } from './hooks'; +export { createAIHooks } from './hooks'; export { ConversationMessage, ConversationMessageContent, diff --git a/packages/react-ai/src/types.ts b/packages/react-ai/src/types.ts index 8a887c5020e..c81937ff910 100644 --- a/packages/react-ai/src/types.ts +++ b/packages/react-ai/src/types.ts @@ -5,9 +5,19 @@ export type Conversation = NonNullable< Awaited>['data'] >; +export type ConversationStreamEvent = Parameters< + Parameters[0]['next'] +>[0]; + export type ConversationMessage = NonNullable< Awaited>['data'] ->; +> & { + // adding isLoading on a per-message basis + // because with streaming a message can be loading + // but also the whole conversation can be loading + // if the user is resuming a conversation + isLoading?: boolean; +}; export type ConversationMessageContent = ConversationMessage['content'][number]; @@ -17,6 +27,12 @@ export type ImageContentBlock = NonNullable< ConversationMessageContent['image'] >; +export type ToolUseContent = NonNullable; + +export type ToolResultContent = NonNullable< + ConversationMessageContent['toolResult'] +>; + // Note: the conversation sendMessage function is an overload // that accepts a string OR an object export type InputContent = Exclude< @@ -54,3 +70,42 @@ type AIClient> = Pick< 'generations' | 'conversations' >; export type getSchema = T extends AIClient ? Schema : never; + +export interface GraphQLFormattedError { + readonly message: string; + readonly errorType: string; + readonly errorInfo?: null | { + [key: string]: unknown; + }; +} + +type JSONType = + | 'string' + | 'number' + | 'integer' + | 'boolean' + | 'object' + | 'array' + | 'null' + | 'any'; + +interface ResponseComponentProp { + type: JSONType; + enum?: string[]; + description?: string; + required?: boolean; +} + +interface ResponseComponentPropMap { + [key: string]: ResponseComponentProp; +} + +export interface ResponseComponent { + component: React.ComponentType; + description?: string; + props: ResponseComponentPropMap; +} + +export interface ResponseComponents { + [key: string]: ResponseComponent; +} diff --git a/packages/ui/src/theme/css/component/AIConversation/aiConversation.scss b/packages/ui/src/theme/css/component/AIConversation/aiConversation.scss index e5a144c9341..d36b842ec74 100644 --- a/packages/ui/src/theme/css/component/AIConversation/aiConversation.scss +++ b/packages/ui/src/theme/css/component/AIConversation/aiConversation.scss @@ -67,6 +67,7 @@ &__body { display: flex; + flex: 1; flex-direction: column; align-items: var(--internal-body-align-items); gap: var(--amplify-components-ai-conversation-message-body-gap); diff --git a/yarn.lock b/yarn.lock index dd3579a6b43..6777ebc1035 100644 --- a/yarn.lock +++ b/yarn.lock @@ -473,14 +473,17 @@ resolved "https://registry.npmjs.org/@assemblyscript/loader/-/loader-0.10.1.tgz#70e45678f06c72fa2e350e8553ec4a4d72b92e06" integrity sha512-H71nDOOL8Y7kWRLqf6Sums+01Q5msqBW2KhDUTemh1tvY04eSkSXrK0uj/4mmY0Xr16/3zyZmsrxN7CKuRbNRg== -"@aws-amplify/ai-constructs@^0.1.2": - 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