feat: useWorkflow (#134)

This commit is contained in:
Thuc Pham
2025-06-18 15:59:31 +07:00
committed by GitHub
parent 23093ed223
commit 0c929c4c65
32 changed files with 2507 additions and 9 deletions
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---
'@llamaindex/chat-ui': patch
'@llamaindex/llama-deploy': patch
'@llamaindex/chat-ui-docs': patch
---
feat: useWorkflow
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@@ -402,3 +402,172 @@ function SafeHookUsage() {
- [Customization](./customization.mdx) - Use hooks for custom styling and behavior
- [Examples](./examples.mdx) - See complete examples using hooks
- [Core Components](./core-components.mdx) - Understand component-hook relationships
### useWorkflow
Manage LlamaIndex workflow sessions, send events, and handle streaming responses.
```tsx
import { useWorkflow } from '@llamaindex/chat-ui'
function WorkflowComponent() {
const {
sessionId,
taskId,
start,
stop,
sendEvent,
events,
status,
} = useWorkflow({
baseUrl: 'http://localhost:8000',
workflow: 'my-workflow',
onStopEvent: (event) => {
console.log('Workflow stopped:', event)
},
onError: (error) => {
console.error('Workflow error:', error)
},
})
const handleStartWorkflow = async () => {
await start({ message: 'Hello workflow!' })
}
const handleSendCustomEvent = async () => {
await sendEvent({
type: 'workflow.ProgressEvent',
data: { custom: 'data' }
})
}
const handleStopWorkflow = async () => {
await stop({ reason: 'User requested stop' })
}
return (
<div>
<p>Session ID: {sessionId}</p>
<p>Task ID: {taskId}</p>
<p>Status: {status}</p>
<p>Events received: {events.length}</p>
<button onClick={handleStartWorkflow} disabled={status === 'running'}>
Start Workflow
</button>
<button onClick={handleSendCustomEvent} disabled={!sessionId}>
Send Event
</button>
<button onClick={handleStopWorkflow} disabled={status !== 'running'}>
Stop Workflow
</button>
<div>
<h4>Events:</h4>
{events.map((event, i) => (
<div key={i}>
<strong>{event.type}</strong>: {JSON.stringify(event.data)}
</div>
))}
</div>
</div>
)
}
```
**Options:**
- `baseUrl` - Base URL for the workflow API (optional)
- `workflow` - Name of the registered deployment
- `taskId` - Optional task ID for resuming an existing workflow task
- `onStopEvent` - Callback when workflow receives a stop event
- `onError` - Error callback for workflow errors
**Returned Properties:**
- `sessionId` - Current workflow session ID
- `taskId` - Current workflow task ID
- `start` - Function to start a new workflow with initial event data
- `stop` - Function to send stop event to current workflow
- `sendEvent` - Function to send custom events to the workflow
- `events` - Array of all received workflow events
- `status` - Current workflow status ('idle' | 'running' | 'complete' | 'error')
**Workflow Event Types:**
```tsx
interface WorkflowEvent {
type: string
data?: any
}
// Built-in event types
enum WorkflowEventType {
StartEvent = 'llama_index.core.workflow.events.StartEvent',
StopEvent = 'llama_index.core.workflow.events.StopEvent',
}
```
**Advanced Usage:**
Resume an existing workflow task:
```tsx
function ResumeWorkflowComponent() {
const workflow = useWorkflow({
workflow: 'my-workflow',
taskId: 'existing-task-id', // Resume existing task
onStopEvent: (event) => {
console.log('Workflow completed:', event)
},
})
// Events from the existing task will be automatically fetched
useEffect(() => {
console.log('Restored events:', workflow.events)
}, [workflow.events])
return (
<div>
<p>Resumed task: {workflow.taskId}</p>
<p>Events: {workflow.events.length}</p>
</div>
)
}
```
Custom event handling:
```tsx
interface CustomWorkflowEvent extends WorkflowEvent {
type: 'workflow.ProgressEvent' | 'workflow.ResultEvent' | string
data: {
progress?: number
result?: any
message?: string
}
}
function CustomWorkflowComponent() {
const workflow = useWorkflow<CustomWorkflowEvent>({
workflow: 'progress-workflow',
onStopEvent: (event) => {
if (event.type === 'workflow.ResultEvent') {
console.log('Final result:', event.data.result)
}
},
})
const progressEvents = workflow.events.filter(
e => e.type === 'workflow.ProgressEvent'
)
const latestProgress = progressEvents[progressEvents.length - 1]?.data?.progress || 0
return (
<div>
<p>Progress: {latestProgress}%</p>
<progress value={latestProgress} max="100" />
</div>
)
}
```
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3.10
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# LlamaDeploy + Chat-UI Example
This example demonstrates how to use the **chat-ui** library to create a custom interface for workflows deployed with [LlamaDeploy](https://github.com/run-llama/llama_deploy).
LlamaDeploy is a system for deploying and managing LlamaIndex workflows as microservices. This example shows how you can build a React-based chat interface that connects to and interacts with your deployed workflows using the `useWorkflow` hook.
## useWorkflow Hook
The `useWorkflow` hook is a React hook provided by chat-ui that simplifies interaction with LlamaDeploy workflows. It handles:
- **Client Management**: Automatically creates and manages the LlamaDeploy client connection
- **Task Lifecycle**: Creates new tasks, manages existing tasks, and handles task sessions
- **Event Streaming**: Real-time streaming of workflow events and responses
- **State Management**: Tracks workflow status (running, complete, error) and event history
- **Error Handling**: Provides callbacks for handling errors and stop events
### Key Features:
- Start new workflow tasks with custom event data
- Send events to running workflows
- Stream real-time events from workflows
- Manage workflow state and session persistence
- Handle workflow completion and error states
## Installation
Both the SDK and the CLI are part of the LlamaDeploy Python package. To install, just run:
```bash
pip install -U llama-deploy
```
## Running the Deployment
At this point we have all we need to run this deployment. Ideally, we would have the API server already running
somewhere in the cloud, but to get started let's start an instance locally. Run the following python script
from a shell:
```
$ python -m llama_deploy.apiserver
INFO: Started server process [10842]
INFO: Waiting for application startup.
INFO: Application startup complete.
INFO: Uvicorn running on http://0.0.0.0:4501 (Press CTRL+C to quit)
```
From another shell, use the CLI, `llamactl`, to create the deployment:
```
$ llamactl deploy llama_deploy.yml
Deployment successful: QuickStart
```
### UI Interface
LlamaDeploy will serve the UI through the apiserver, at the address `http://localhost:4501/ui/<deployment name>`. In
this case, point the browser to [http://localhost:4501/deployments/QuickStart/ui](http://localhost:4501/deployments/QuickStart/ui) to interact
with your deployment through a user-friendly interface.
## Learn More
- [LlamaDeploy GitHub Repository](https://github.com/run-llama/llama_deploy)
- [Chat-UI Documentation](../../docs/chat-ui/)
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name: QuickStart
control-plane:
port: 8000
default-service: echo_workflow
services:
echo_workflow:
name: Echo Workflow
source:
type: local
name: src
path: src/workflow:echo_workflow
ui:
name: My Nextjs App
port: 3000
source:
type: local
name: ui
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[project]
name = "llama-deploy-chat-ui"
version = "0.1.0"
description = "Using LlamaDeploy with Chat UI"
readme = "README.md"
requires-python = ">=3.10"
dependencies = [
"fastapi[standard]>=0.115.12",
]
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import asyncio
from llama_index.core.workflow import (
Context,
Event,
StartEvent,
StopEvent,
Workflow,
step,
)
class UIEvent(Event):
data: dict
class AdhocEvent(Event):
pass
class EchoWorkflow(Workflow):
"""A dummy workflow with only one step sending back the input given."""
def __init__(self, **kwargs):
kwargs["timeout"] = None
super().__init__(**kwargs)
@step()
async def run_step(
self, ctx: Context, ev: StartEvent
) -> (
AdhocEvent | StopEvent
): # Specify AdhocEvent here just to by pass workflow validation
message = str(ev.get("message", ""))
ctx.write_event_to_stream(UIEvent(data={"request": message}))
await ctx.set("counter", 0)
# Loop, increase the counter and show it in UI
while True:
counter = int(await ctx.get("counter"))
if counter > 100:
return StopEvent(result="Counter reached 100, stopping workflow.")
ctx.write_event_to_stream(UIEvent(data={"counter": counter}))
await ctx.set("counter", counter + 1)
await asyncio.sleep(1)
@step()
async def run_adhoc_step(self, ctx: Context, _: AdhocEvent) -> None:
print("Adhoc step executed")
counter = int(await ctx.get("counter"))
ctx.write_event_to_stream(
UIEvent(
data={
"request": "User want to retrieve counter. Current value: "
+ str(counter)
}
)
)
echo_workflow = EchoWorkflow()
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const { resolve } = require('node:path')
const project = resolve(process.cwd(), 'tsconfig.json')
module.exports = {
extends: [
...[
'@vercel/style-guide/eslint/node',
'@vercel/style-guide/eslint/typescript',
'@vercel/style-guide/eslint/browser',
'@vercel/style-guide/eslint/react',
'@vercel/style-guide/eslint/next',
].map(require.resolve),
],
parserOptions: {
project,
},
globals: {
React: true,
JSX: true,
},
settings: {
'import/resolver': {
typescript: {
project,
},
node: {
extensions: ['.mjs', '.js', '.jsx', '.ts', '.tsx'],
},
},
},
ignorePatterns: ['node_modules/', 'dist/'],
// add rules configurations here
rules: {
'import/no-default-export': 'off',
'@typescript-eslint/explicit-function-return-type': 'off',
'react/function-component-definition': 'off',
'@typescript-eslint/consistent-type-imports': 'off',
'no-console': 'off',
'import/order': 'off',
'@typescript-eslint/no-unsafe-assignment': 'off',
'@typescript-eslint/no-explicit-any': 'off',
'no-alert': 'off',
'@typescript-eslint/no-unsafe-member-access': 'off',
'react/no-array-index-key': 'off',
'@next/next/no-img-element': 'off',
'react/jsx-sort-props': 'off',
'no-template-curly-in-string': 'off',
'@typescript-eslint/no-unused-vars': 'off',
'no-await-in-loop': 'off',
'no-promise-executor-return': 'off',
'@typescript-eslint/no-loop-func': 'off',
'turbo/no-undeclared-env-vars': 'off',
'@typescript-eslint/no-unnecessary-condition': 'off',
'no-nested-ternary': 'off',
'@typescript-eslint/no-misused-promises': 'off',
'@typescript-eslint/no-confusing-void-expression': 'off',
},
}
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# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
# dependencies
/node_modules
/.pnp
.pnp.*
.yarn/*
!.yarn/patches
!.yarn/plugins
!.yarn/releases
!.yarn/versions
# testing
/coverage
# next.js
/.next/
/out/
# production
/build
# misc
.DS_Store
*.pem
# debug
npm-debug.log*
yarn-debug.log*
yarn-error.log*
.pnpm-debug.log*
# env files (can opt-in for committing if needed)
.env*
# vercel
.vercel
# typescript
*.tsbuildinfo
next-env.d.ts
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@import 'tailwindcss';
@source '../node_modules/@llamaindex/chat-ui/**/*.{ts,tsx}';
@custom-variant dark (&:is(.dark *));
@theme {
--color-border: hsl(var(--border));
--color-input: hsl(var(--input));
--color-ring: hsl(var(--ring));
--color-background: hsl(var(--background));
--color-foreground: hsl(var(--foreground));
--color-primary: hsl(var(--primary));
--color-primary-foreground: hsl(var(--primary-foreground));
--color-secondary: hsl(var(--secondary));
--color-secondary-foreground: hsl(var(--secondary-foreground));
--color-destructive: hsl(var(--destructive));
--color-destructive-foreground: hsl(var(--destructive-foreground));
--color-muted: hsl(var(--muted));
--color-muted-foreground: hsl(var(--muted-foreground));
--color-accent: hsl(var(--accent));
--color-accent-foreground: hsl(var(--accent-foreground));
--color-popover: hsl(var(--popover));
--color-popover-foreground: hsl(var(--popover-foreground));
--color-card: hsl(var(--card));
--color-card-foreground: hsl(var(--card-foreground));
--radius-xl: calc(var(--radius) + 4px);
--radius-lg: var(--radius);
--radius-md: calc(var(--radius) - 2px);
--radius-sm: calc(var(--radius) - 4px);
--font-sans:
var(--font-sans), ui-sans-serif, system-ui, sans-serif, 'Apple Color Emoji',
'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji';
--animate-accordion-down: accordion-down 0.2s ease-out;
--animate-accordion-up: accordion-up 0.2s ease-out;
--animate-shimmer: shimmer 2s linear infinite;
--background-image-glow-conic:
radial-gradient(at 21% 11%, rgba(186, 186, 233, 0.53) 0, transparent 50%),
radial-gradient(at 85% 0, hsla(46, 57%, 78%, 0.52) 0, transparent 50%),
radial-gradient(at 91% 36%, rgba(194, 213, 255, 0.68) 0, transparent 50%),
radial-gradient(at 8% 40%, rgba(251, 218, 239, 0.46) 0, transparent 50%);
--background-mesh-gradient: conic-gradient(
from 230.29deg at 51.63% 52.16%,
#2400ff 0deg,
#b000ff 67.5deg,
#ff006e 198.75deg,
#ff7d10 251.25deg,
#ffaa44 301.88deg,
#2400ff 360deg
);
--glass-gradient: linear-gradient(
135deg,
rgba(255, 255, 255, 0.1) 0%,
rgba(255, 255, 255, 0.05) 100%
);
--glass-border: linear-gradient(
135deg,
rgba(255, 255, 255, 0.2),
rgba(255, 255, 255, 0.1)
);
@keyframes accordion-down {
from {
height: 0;
}
to {
height: var(--radix-accordion-content-height);
}
}
@keyframes accordion-up {
from {
height: var(--radix-accordion-content-height);
}
to {
height: 0;
}
}
@keyframes shimmer {
0% {
background-position: -1000px 0;
}
100% {
background-position: 1000px 0;
}
}
}
/*
The default border color has changed to `currentColor` in Tailwind CSS v4,
so we've added these compatibility styles to make sure everything still
looks the same as it did with Tailwind CSS v3.
If we ever want to remove these styles, we need to add an explicit border
color utility to any element that depends on these defaults.
*/
@layer base {
*,
::after,
::before,
::backdrop,
::file-selector-button {
border-color: var(--color-gray-200, currentColor);
}
}
@layer base {
:root {
--background: 0 0% 100%;
--foreground: 240 10% 3.9%;
--card: 0 0% 100%;
--card-foreground: 240 10% 3.9%;
--popover: 0 0% 100%;
--popover-foreground: 240 10% 3.9%;
--primary: 240 5.9% 10%;
--primary-foreground: 0 0% 98%;
--secondary: 240 4.8% 95.9%;
--secondary-foreground: 240 5.9% 10%;
--muted: 240 4.8% 95.9%;
--muted-foreground: 240 3.8% 46.1%;
--accent: 240 4.8% 95.9%;
--accent-foreground: 240 5.9% 10%;
--destructive: 0 84.2% 60.2%;
--destructive-foreground: 0 0% 98%;
--border: 240 5.9% 90%;
--input: 240 5.9% 90%;
--ring: 240 10% 3.9%;
--radius: 0.5rem;
--chart-1: 12 76% 61%;
--chart-2: 173 58% 39%;
--chart-3: 197 37% 24%;
--chart-4: 43 74% 66%;
--chart-5: 27 87% 67%;
}
.dark {
--background: 240 10% 3.9%;
--foreground: 0 0% 98%;
--card: 240 10% 3.9%;
--card-foreground: 0 0% 98%;
--popover: 240 10% 3.9%;
--popover-foreground: 0 0% 98%;
--primary: 0 0% 98%;
--primary-foreground: 240 5.9% 10%;
--secondary: 240 3.7% 15.9%;
--secondary-foreground: 0 0% 98%;
--muted: 240 3.7% 15.9%;
--muted-foreground: 240 5% 64.9%;
--accent: 240 3.7% 15.9%;
--accent-foreground: 0 0% 98%;
--destructive: 0 62.8% 30.6%;
--destructive-foreground: 0 0% 98%;
--border: 240 3.7% 15.9%;
--input: 240 3.7% 15.9%;
--ring: 240 4.9% 83.9%;
--chart-1: 220 70% 50%;
--chart-2: 160 60% 45%;
--chart-3: 30 80% 55%;
--chart-4: 280 65% 60%;
--chart-5: 340 75% 55%;
}
}
@layer base {
* {
@apply border-border;
}
body {
@apply bg-background text-foreground;
}
}
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import './globals.css'
import '@llamaindex/chat-ui/styles/editor.css'
import '@llamaindex/chat-ui/styles/markdown.css'
import '@llamaindex/chat-ui/styles/pdf.css'
import type { Metadata } from 'next'
import { Inter } from 'next/font/google'
const inter = Inter({ subsets: ['latin'] })
export const metadata: Metadata = {
title: 'LlamaDeploy with Chat UI',
description: 'Chat UI Example for LlamaDeploy',
}
export default function RootLayout({
children,
}: {
children: React.ReactNode
}): JSX.Element {
return (
<html lang="en">
<body className={inter.className}>{children}</body>
</html>
)
}
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'use client'
import { useState } from 'react'
import { useWorkflow } from '@llamaindex/chat-ui'
const baseUrl = process.env.NEXT_PUBLIC_BASE_PATH ?? ''
const workflow = process.env.NEXT_PUBLIC_DEPLOYMENT_NAME || 'QuickStart'
export default function Home() {
const [userInput, setUserInput] = useState('Please run task')
const { sessionId, taskId, start, stop, sendEvent, events, status } =
useWorkflow({
baseUrl,
workflow,
onStopEvent: event => {
console.log('Stop event:', event)
},
onError: error => {
console.error('Error:', error)
},
})
const handleStart = async () => {
await start({ message: userInput })
}
const handleRetrieve = async () => {
// AdhocEvent is defined in workflow definition
await sendEvent({ type: 'workflow.AdhocEvent' })
}
const handleStop = async () => {
await stop()
}
return (
<div className="mx-auto h-screen w-full max-w-4xl px-4 py-4">
<h1 className="mb-6 text-2xl font-bold">Llama Deploy with Chat UI</h1>
{/* Status Panel */}
<div className="mb-6 rounded-lg bg-gray-100 p-4">
<h2 className="mb-2 text-lg font-semibold">Workflow Status</h2>
<div className="grid grid-cols-2 gap-4 text-sm">
<div>
<strong>Session ID:</strong> {sessionId || 'Not created'}
</div>
<div>
<strong>Task ID:</strong> {taskId || 'Not created'}
</div>
<div>
<strong>Task Events:</strong> {events.length}
</div>
<div>
<strong>Task Status:</strong>{' '}
<span
className={`text-sm ${
status === 'idle' || !status
? 'text-gray-500'
: status === 'complete'
? 'text-green-500'
: status === 'error'
? 'text-red-500'
: status === 'running'
? 'text-yellow-500'
: ''
}`}
>
{status}
</span>
</div>
</div>
</div>
{/* Events Interface */}
<div className="mb-4 h-96 overflow-auto rounded border bg-white p-4">
<h3 className="mb-2 font-semibold">Events</h3>
{events.map((event, index) => (
<div key={index} className="mb-2 ml-4 text-sm text-blue-600">
Event {index + 1}: {JSON.stringify(event)}
</div>
))}
</div>
{/* Input */}
<div className="flex gap-2">
<input
type="text"
value={userInput}
onChange={e => setUserInput(e.target.value)}
className="flex-1 rounded border border-gray-300 p-2"
placeholder="Type your message..."
disabled={status === 'running'}
/>
<button
type="button"
onClick={handleStart}
disabled={status === 'running'}
className="rounded-full bg-green-500 px-6 py-2 text-white shadow-2xl hover:bg-green-600 disabled:opacity-50"
>
Start
</button>
<button
type="button"
onClick={handleRetrieve}
disabled={status !== 'running'}
className="rounded-full bg-yellow-500 px-6 py-2 text-white shadow-2xl hover:bg-yellow-600 disabled:opacity-50"
>
Retrieve
</button>
<button
type="button"
onClick={handleStop}
disabled={status !== 'running'}
className="rounded-full bg-red-500 px-6 py-2 text-white shadow-2xl hover:bg-red-600 disabled:opacity-50"
>
Stop
</button>
</div>
</div>
)
}
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{
"name": "llama-deploy-chat-ui-example",
"version": "0.1.0",
"private": true,
"scripts": {
"dev": "next dev",
"build": "next build",
"start": "next start",
"lint": "next lint"
},
"dependencies": {
"@llamaindex/chat-ui": "latest",
"ai": "^4.3.16",
"next": "^15.3.2",
"react": "^19.1.0",
"react-dom": "^19.1.0"
},
"devDependencies": {
"@vercel/style-guide": "^5.2.0",
"eslint-config-turbo": "^2.0.0",
"@next/eslint-plugin-next": "^14.2.3",
"@tailwindcss/postcss": "^4.0.7",
"@types/node": "^20.11.24",
"@types/react": "^18.2.61",
"@types/react-dom": "^18.2.19",
"postcss": "^8.4.35",
"tailwindcss": "^4.0.7",
"typescript": "^5.3.3"
}
}
@@ -0,0 +1,5 @@
module.exports = {
plugins: {
'@tailwindcss/postcss': {},
},
}
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{
"compilerOptions": {
"target": "es5",
"lib": ["dom", "dom.iterable", "esnext"],
"allowJs": true,
"skipLibCheck": true,
"strict": true,
"noEmit": true,
"esModuleInterop": true,
"module": "esnext",
"moduleResolution": "bundler",
"resolveJsonModule": true,
"isolatedModules": true,
"jsx": "preserve",
"incremental": true,
"plugins": [
{
"name": "next"
}
],
"paths": {
"@/*": ["./*"]
}
},
"include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"],
"exclude": ["node_modules"]
}
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version = 1
revision = 2
requires-python = ">=3.10"
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name = "annotated-types"
version = "0.7.0"
source = { registry = "https://pypi.org/simple" }
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+2 -1
View File
@@ -50,6 +50,7 @@
"typescript": "^5.3.3"
},
"dependencies": {
"@llamaindex/llama-deploy": "workspace:*",
"@codemirror/lang-css": "^6.3.1",
"@codemirror/lang-html": "^6.4.9",
"@codemirror/lang-javascript": "^6.2.3",
@@ -89,4 +90,4 @@
"publishConfig": {
"access": "public"
}
}
}
@@ -0,0 +1,200 @@
import {
Client,
createDeploymentTaskNowaitDeploymentsDeploymentNameTasksCreatePost,
getTasksDeploymentsDeploymentNameTasksGet,
sendEventDeploymentsDeploymentNameTasksTaskIdEventsPost,
} from '@llamaindex/llama-deploy'
import {
RawEvent,
StreamingEventCallback,
WorkflowEvent,
WorkflowEventType,
WorkflowTask,
} from './types'
export async function getExistingTask(params: {
client: Client
deploymentName: string
taskId: string
}): Promise<WorkflowTask> {
const data = await getTasksDeploymentsDeploymentNameTasksGet({
client: params.client,
path: { deployment_name: params.deploymentName },
})
const allTasks = data.data ?? []
const task = allTasks.find(t => t.task_id === params.taskId)
if (!task) {
throw new Error(`Task ${params.taskId} not found`)
}
const { task_id, session_id, service_id, input } = task ?? {}
if (!task_id || !session_id || !service_id || !input) {
throw new Error(
`Task is found but missing one of the required fields: task_id, session_id, service_id, input`
)
}
return { task_id, session_id, service_id, input }
}
export async function createTask<E extends WorkflowEvent>(params: {
client: Client
deploymentName: string
eventData: E['data']
}): Promise<WorkflowTask> {
const data =
await createDeploymentTaskNowaitDeploymentsDeploymentNameTasksCreatePost({
client: params.client,
path: { deployment_name: params.deploymentName },
body: { input: JSON.stringify(params.eventData ?? {}) },
})
const { task_id, session_id, service_id, input } = data.data ?? {}
if (!task_id || !session_id || !service_id || !input) {
throw new Error(
`Task is created but missing one of the required fields: task_id, session_id, service_id, input`
)
}
return { task_id, session_id, service_id, input }
}
export async function fetchTaskEvents<E extends WorkflowEvent>(
params: {
client: Client
deploymentName: string
task: WorkflowTask
},
callback?: StreamingEventCallback<E>
): Promise<E[]> {
const baseUrl = params.client.getConfig().baseUrl
if (!baseUrl) {
throw new Error('Base URL is missing in client config')
}
const { task_id, session_id } = params.task
const url = `${baseUrl}/deployments/${params.deploymentName}/tasks/${task_id}/events?session_id=${session_id}&raw_event=true`
const response = await fetch(url, {
headers: {
'Content-Type': 'application/json',
},
})
if (!response.ok) {
const error = new Error(`HTTP error! status: ${response.status}`)
callback?.onError?.(error)
throw error
}
const reader = response.body?.getReader()
if (!reader) {
const error = new Error('No reader available')
callback?.onError?.(error)
throw error
}
const decoder = new TextDecoder()
const accumulatedEvents: E[] = []
try {
callback?.onStart?.()
// eslint-disable-next-line no-constant-condition -- needed
while (true) {
const { done, value } = await reader.read()
if (done) break
const chunk = decoder.decode(value, { stream: true })
const events = toWorkflowEvents<E>(chunk)
if (!events.length) continue
accumulatedEvents.push(...events)
events.forEach(event => callback?.onData?.(event))
const stopEvent = events.find(
event => event.type === WorkflowEventType.StopEvent.toString()
)
if (stopEvent) {
callback?.onStopEvent?.(stopEvent)
}
}
callback?.onFinish?.(accumulatedEvents)
return accumulatedEvents
} catch (error) {
const err = error instanceof Error ? error : new Error(String(error))
callback?.onError?.(err)
throw err
}
}
export async function sendEventToTask<E extends WorkflowEvent>(params: {
client: Client
deploymentName: string
task: WorkflowTask
event: E
}) {
const { task_id, session_id, service_id } = params.task
const rawEvent = toRawEvent(params.event) // convert to raw event before sending
const data = await sendEventDeploymentsDeploymentNameTasksTaskIdEventsPost({
client: params.client,
path: { deployment_name: params.deploymentName, task_id },
query: { session_id },
body: {
service_id,
event_obj_str: JSON.stringify(rawEvent),
},
})
return data.data
}
function toWorkflowEvents<E extends WorkflowEvent>(chunk: string): E[] {
if (typeof chunk !== 'string') {
console.warn('Skipping non-string chunk:', chunk)
return []
}
// One chunk can contain multiple events, so we need to parse each line
const lines = chunk
.trim()
.split('\n')
.filter(line => line.trim() !== '')
return lines.map(parseChunkLine<E>).filter(Boolean) as E[]
}
function parseChunkLine<E extends WorkflowEvent>(line: string): E | null {
try {
const event = JSON.parse(line) as RawEvent
if (!isRawEvent(event)) {
console.warn('Skipping invalid raw event:', event)
return null
}
return { type: event.qualified_name, data: event.value } as E
} catch (error) {
console.warn(`Failed to parse chunk in line: ${line}`, error)
return null
}
}
function toRawEvent(event: WorkflowEvent): RawEvent {
return {
__is_pydantic: true,
value: event.data ?? {},
qualified_name: event.type,
}
}
function isRawEvent(event: any): event is RawEvent {
return (
event &&
typeof event === 'object' &&
'__is_pydantic' in event &&
'value' in event &&
'qualified_name' in event &&
typeof event.qualified_name === 'string'
)
}
@@ -0,0 +1,121 @@
import { createClient, createConfig } from '@llamaindex/llama-deploy'
import { useCallback, useEffect, useMemo, useState } from 'react'
import {
createTask,
fetchTaskEvents,
getExistingTask,
sendEventToTask,
} from './helper'
import {
WorkflowEvent,
WorkflowEventType,
WorkflowHookHandler,
WorkflowHookParams,
WorkflowStatus,
WorkflowTask,
} from './types'
export function useWorkflow<E extends WorkflowEvent = WorkflowEvent>(
params: WorkflowHookParams<E>
): WorkflowHookHandler<E> {
const {
baseUrl,
workflow: deploymentName,
taskId: initialTaskId,
onStopEvent,
onError,
} = params
const [isInitialized, setIsInitialized] = useState(false)
const [task, setTask] = useState<WorkflowTask>()
const [events, setEvents] = useState<E[]>([])
const [status, setStatus] = useState<WorkflowStatus>()
const client = useMemo(() => {
return createClient(createConfig({ baseUrl }))
}, [baseUrl])
const streamTaskEvents = useCallback(
async (inputTask: WorkflowTask) => {
await fetchTaskEvents<E>(
{ client, deploymentName, task: inputTask },
{
onStart: () => {
setStatus('running')
},
onData: event => {
setEvents(prev => [...prev, event])
},
onError: (error: Error) => {
setStatus('error')
onError?.(error)
},
onStopEvent: event => {
onStopEvent?.(event)
},
onFinish: () => {
setStatus('complete')
},
}
)
},
[client, deploymentName, onError, onStopEvent]
)
// if task id is provided, get existing task and restore its events
useEffect(() => {
const initWorkflow = async () => {
if (!initialTaskId || isInitialized) return
const existingTask = await getExistingTask({
client,
deploymentName,
taskId: initialTaskId,
})
setTask(existingTask)
setIsInitialized(true)
await streamTaskEvents(existingTask)
}
initWorkflow()
}, [client, deploymentName, initialTaskId, isInitialized, streamTaskEvents])
const sendEvent = useCallback(
async (event: E) => {
if (!task) {
throw new Error('Task is not initialized')
}
await sendEventToTask<E>({ client, deploymentName, task, event })
},
[client, deploymentName, task]
)
const start = useCallback(
async (eventData: E['data']) => {
setEvents([]) // reset events when start a new task
const newTask = await createTask({ client, deploymentName, eventData })
setTask(newTask) // update new task with new session when trigger start event
await streamTaskEvents(newTask)
},
[client, deploymentName, streamTaskEvents]
)
const stop = useCallback(
async (data?: E['data']): Promise<void> => {
const stopEvent = { type: WorkflowEventType.StopEvent, data } as E
await sendEvent(stopEvent)
},
[sendEvent]
)
return {
sessionId: task?.session_id,
taskId: task?.task_id,
sendEvent,
start,
stop,
events,
status,
}
}
@@ -0,0 +1,3 @@
export * from './hook'
export * from './helper'
export * from './types'
@@ -0,0 +1,56 @@
import { TaskDefinition } from '@llamaindex/llama-deploy'
import { JSONValue } from '../../chat/chat.interface'
export interface WorkflowEvent {
type: string
data?: JSONValue | undefined
}
export type WorkflowStatus = 'idle' | 'running' | 'complete' | 'error'
export interface WorkflowHookParams<E extends WorkflowEvent = WorkflowEvent> {
baseUrl?: string // Optional base URL for the workflow API
workflow: string // Name of the registered deployment
taskId?: string // Optional task ID for resuming a workflow task
onStopEvent?: (event: E) => void
onError?: (error: any) => void
}
export interface WorkflowHookHandler<E extends WorkflowEvent = WorkflowEvent> {
sessionId?: string // Session ID once the workflow session starts
taskId?: string // Task ID used internally, will be the same for the whole session
start: (eventData: E['data']) => Promise<void> // Create new task with start event data, updates sessionId
stop: (data?: E['data']) => Promise<void> // Send stop event to stop current task
sendEvent: (event: E) => Promise<void> // Function to send a new event to the current session, throws error if session is not created yet
events: E[]
status?: WorkflowStatus
}
// extend TaskDefinition with sessionId, taskId, serviceId are required
export type WorkflowTask = TaskDefinition & {
session_id: string
task_id: string
service_id: string
}
// available events map to qualified name
export enum WorkflowEventType {
StartEvent = 'llama_index.core.workflow.events.StartEvent',
StopEvent = 'llama_index.core.workflow.events.StopEvent',
}
export interface StreamingEventCallback<
E extends WorkflowEvent = WorkflowEvent,
> {
onStart?: () => void
onData?: (event: E) => void
onError?: (error: Error) => void
onStopEvent?: (event: E) => void
onFinish?: (allEvents: E[]) => void
}
export type RawEvent = {
__is_pydantic: boolean
value: JSONValue
qualified_name: string
}
+1
View File
@@ -20,3 +20,4 @@ export { useChatMessages } from './chat/chat-messages'
// Custom Hooks
export { useFile } from './hook/use-file'
export * from './hook/use-workflow'
+23
View File
@@ -0,0 +1,23 @@
# Generated llama-deploy API client files
src/generated/
# Build output
dist/
# Dependencies
node_modules/
# Logs
*.log
npm-debug.log*
# Coverage
coverage/
# IDE
.vscode/
.idea/
# OS
.DS_Store
Thumbs.db
+80
View File
@@ -0,0 +1,80 @@
# @llamaindex/llama-deploy
This package provides a TypeScript llama-deploy API client generated from the OpenAPI specification using `@hey-api/openapi-ts`.
## Installation
```bash
npm install @llamaindex/llama-deploy
```
## Development
### Generate llama-deploy API client
To generate the llama-deploy API client from the OpenAPI specification:
```bash
npm run generate
```
This will read the OpenAPI JSON file from `../chat-ui/src/hook/openapi.json` and generate TypeScript client code in `src/generated/`.
### Build
To build the package:
```bash
npm run build
```
This will run the generator and compile TypeScript to the `dist/` directory.
### Clean
To clean generated files:
```bash
npm run clean
```
## Usage
```typescript
import { client, DeploymentsService } from '@llamaindex/llama-deploy'
// Configure the client
client.setConfig({
baseUrl: 'https://your-api-base-url.com',
})
// Use the API services
const deployments = await DeploymentsService.readDeploymentsDeploymentsGet()
```
## API Services
The generated client includes services for:
- **DeploymentsService**: Manage deployments
- **TasksService**: Create and manage tasks
- **SessionsService**: Handle sessions
- **EventsService**: Stream and send events
## Generated Files
The following files are generated and should not be edited manually:
- `src/generated/client.ts` - HTTP client configuration
- `src/generated/services.ts` - API service methods
- `src/generated/types.ts` - TypeScript type definitions
- `src/generated/index.ts` - Main exports
## Configuration
The generation is configured in `openapi-ts.config.ts`. Key settings:
- **Input**: `../chat-ui/src/hook/openapi.json`
- **Output**: `./src/generated`
- **Client**: `@hey-api/client-fetch`
- **Format**: Prettier formatting applied
@@ -0,0 +1,9 @@
import { defineConfig } from '@hey-api/openapi-ts'
export default defineConfig({
input: './openapi.json',
output: {
format: 'prettier',
path: './src/generated',
},
})
File diff suppressed because one or more lines are too long
+26
View File
@@ -0,0 +1,26 @@
{
"name": "@llamaindex/llama-deploy",
"version": "0.0.1",
"description": "Generated llama-deploy API client from OpenAPI specification",
"main": "dist/index.js",
"types": "dist/index.d.ts",
"scripts": {
"generate": "openapi-ts",
"build": "npm run generate && bunchee",
"clean": "rm -rf dist src/generated",
"dev": "bunchee --watch"
},
"devDependencies": {
"@llamaindex/typescript-config": "workspace:*",
"@hey-api/openapi-ts": "^0.73.0",
"bunchee": "^6.5.2",
"typescript": "^5.0.0"
},
"files": [
"dist"
],
"license": "MIT",
"publishConfig": {
"access": "public"
}
}
+3
View File
@@ -0,0 +1,3 @@
export * from './generated'
export * from './generated/client.gen'
export { createClient, createConfig, type Client } from './generated/client'
+17
View File
@@ -0,0 +1,17 @@
{
"extends": "@llamaindex/typescript-config/react-library.json",
"compilerOptions": {
"outDir": "./dist",
"rootDir": "./src",
"declaration": true,
"declarationMap": true,
"sourceMap": true,
"target": "ES2020",
"module": "ESNext",
"moduleResolution": "bundler",
"allowSyntheticDefaultImports": true,
"esModuleInterop": true
},
"include": ["src/**/*"],
"exclude": ["node_modules", "dist"]
}
+334 -8
View File
@@ -226,6 +226,9 @@ importers:
'@codemirror/lang-python':
specifier: ^6.2.0
version: 6.2.0
'@llamaindex/llama-deploy':
specifier: workspace:*
version: link:../llama-deploy
'@llamaindex/pdf-viewer':
specifier: 1.3.0
version: 1.3.0(@types/react@18.3.21)(react-dom@18.3.1)(react@18.3.1)
@@ -353,6 +356,21 @@ importers:
packages/config-typescript: {}
packages/llama-deploy:
devDependencies:
'@hey-api/openapi-ts':
specifier: ^0.73.0
version: 0.73.0(typescript@5.8.3)
'@llamaindex/typescript-config':
specifier: workspace:*
version: link:../config-typescript
bunchee:
specifier: ^6.5.2
version: 6.5.2(typescript@5.8.3)
typescript:
specifier: ^5.0.0
version: 5.8.3
packages:
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dependencies:
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pkg-types: 1.3.1
ufo: 1.6.1
dev: false
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@@ -9516,6 +9757,10 @@ packages:
deprecated: Use your platform's native DOMException instead
dev: false
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dev: true
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engines: {node: 4.x || >=6.0.0}
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engines: {node: '>=0.10.0'}
dev: true
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engines: {node: ^14.16.0 || >=16.10.0}
hasBin: true
dependencies:
citty: 0.1.6
consola: 3.4.2
pathe: 2.0.3
pkg-types: 1.3.1
tinyexec: 0.3.2
ufo: 1.6.1
dev: true
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engines: {node: '>=0.10.0'}
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dev: true
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dev: true
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dev: true
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engines: {node: '>=18'}
dependencies:
default-browser: 5.2.1
define-lazy-prop: 3.0.0
is-inside-container: 1.0.0
is-wsl: 3.1.0
dev: true
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hasBin: true
@@ -9842,9 +10114,12 @@ packages:
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optional: true
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dev: true
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dev: false
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dev: false
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dev: true
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@@ -9893,7 +10172,6 @@ packages:
confbox: 0.1.8
mlly: 1.7.4
pathe: 2.0.3
dev: false
/pkg-types@2.1.0:
resolution: {integrity: sha512-wmJwA+8ihJixSoHKxZJRBQG1oY8Yr9pGLzRmSsNms0iNWyHHAlZCa7mmKiFR10YPZuz/2k169JiS/inOjBCZ2A==}
@@ -10157,6 +10435,13 @@ packages:
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dev: true
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dependencies:
defu: 6.1.4
destr: 2.0.5
dev: true
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hasBin: true
@@ -10411,6 +10696,11 @@ packages:
picomatch: 2.3.1
dev: true
/readdirp@4.1.2:
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engines: {node: '>= 14.18.0'}
dev: true
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engines: {node: '>= 0.4'}
@@ -10695,6 +10985,11 @@ packages:
points-on-path: 0.2.1
dev: false
/run-applescript@7.0.0:
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engines: {node: '>=18'}
dev: true
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dependencies:
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dependencies:
'@open-draft/deferred-promise': 2.2.0
dotenv: 16.0.3
dotenv: 16.5.0
mime-db: 1.52.0
outvariant: 1.4.0
dev: false
@@ -11372,6 +11667,18 @@ packages:
dev: false
optional: true
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engines: {node: '>=10'}
dependencies:
chownr: 2.0.0
fs-minipass: 2.1.0
minipass: 5.0.0
minizlib: 2.1.2
mkdirp: 1.0.4
yallist: 4.0.0
dev: true
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engines: {node: '>=8'}
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dev: false
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dev: true
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dev: false
@@ -11640,7 +11951,14 @@ packages:
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engines: {node: '>=0.8.0'}
hasBin: true
requiresBuild: true
dev: true
optional: true
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dev: true
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engines: {node: '>=10'}
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dev: true
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dev: true
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engines: {node: '>= 14'}
+1
View File
@@ -2,4 +2,5 @@ packages:
- "apps/*"
- "packages/*"
- "examples/**"
- '!examples/llama-deploy/ui' # UI will be built separately by llama-deploy server
- "docs"