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# DO NOT COMMIT THIS FILE - IT WILL CONTAIN YOUR SENSITIVE KEYS. | ||
# Instead, rename this file to ".env" instead of ".env.example". (.env will not be committed) | ||
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# Create an OpenAI API key at https://platform.openai.com/account/api-keys | ||
OPENAI_API_KEY="sk-123..." |
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# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. | ||
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# dependencies | ||
/node_modules | ||
/.pnp | ||
.pnp.js | ||
.yarn/install-state.gz | ||
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# testing | ||
/coverage | ||
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# next.js | ||
/.next/ | ||
/out/ | ||
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# production | ||
/build | ||
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# misc | ||
.DS_Store | ||
*.pem | ||
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# debug | ||
npm-debug.log* | ||
yarn-debug.log* | ||
yarn-error.log* | ||
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# local env files | ||
.env*.local | ||
.env | ||
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# vercel | ||
.vercel | ||
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# typescript | ||
*.tsbuildinfo | ||
next-env.d.ts | ||
openai-v4.29.0-beta.1.tgz |
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MIT License | ||
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Copyright (c) 2024 OpenAI | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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# OpenAI Assistants API Quickstart | ||
A quick-start template using the OpenAI [Assistants API](https://platform.openai.com/docs/assistants/overview) with [Next.js](https://nextjs.org/docs). | ||
<br/> | ||
<br/> | ||
![openai_assistants_quickstart](https://github.com/openai/openai-assistants-quickstart-internal/assets/25421602/3ea9c3d9-2bc6-410a-a7bf-dcae03cae899) | ||
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## Quickstart Setup | ||
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### 1. Clone repo | ||
```shell | ||
git clone https://github.com/openai/openai-assistants-quickstart.git | ||
cd openai-assistants-quickstart | ||
``` | ||
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### 2. Set your [OpenAI API key](https://platform.openai.com/api-keys) | ||
```shell | ||
export OPENAI_API_KEY="sk_..." | ||
``` | ||
(or in `.env.example` and rename it to `.env`). | ||
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### 3. Install dependencies | ||
```shell | ||
npm install | ||
``` | ||
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### 4. Run | ||
```shell | ||
npm run dev | ||
``` | ||
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### 5. Navigate to [https://localhost:3000](https://localhost:3000). | ||
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## Overview | ||
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This project is intended to serve as a template for using the Assistants API in Next.js with [streaming](https://platform.openai.com/docs/assistants/overview/step-4-create-a-run), tool use ([code interpreter](https://platform.openai.com/docs/assistants/tools/code-interpreter) and [file search](https://platform.openai.com/docs/assistants/tools/file-search)), and [function calling](https://platform.openai.com/docs/assistants/tools/function-calling). While there are multiple pages to demonstrate each of these capabilities, they all use the same underlying assistant with all capabilities enabled. | ||
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The main logic for chat will be found in the `Chat` component in `app/components/chat.tsx`, and the handlers starting with `api/assistants/threads` (found in `api/assistants/threads/...`). Feel free to start your own project and copy some of this logic in! The `Chat` component itself can be copied and used directly, provided you copy the styling from `app/components/chat.module.css` as well. | ||
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### Pages | ||
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- Basic Chat Example: [https://localhost:3000/examples/basic-chat](https://localhost:3000/examples/basic-chat) | ||
- Function Calling Example: [https://localhost:3000/examples/function-calling](https://localhost:3000/examples/function-calling) | ||
- File Search Example: [https://localhost:3000/examples/file-search](https://localhost:3000/examples/file-search) | ||
- Full-featured Example: [https://localhost:3000/examples/all](https://localhost:3000/examples/all) | ||
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### Main Components | ||
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- `app/components/chat.tsx` - handles chat chat rendering, [streaming](https://platform.openai.com/docs/assistants/overview?context=with-streaming), and [function call](https://platform.openai.com/docs/assistants/tools/function-calling/quickstart?context=streaming&lang=node.js) forwarding | ||
- `app/components/file-viewer.tsx` - handles uploading, fetching, and deleting files for [file search](https://platform.openai.com/docs/assistants/tools/file-search) | ||
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### Endpoints | ||
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- `api/assistants` - `POST`: create assistant (only used at startup) | ||
- `api/assistants/threads` - `POST`: create new thread | ||
- `api/assistants/threads/[threadId]/messages` - `POST`: send message to assistant | ||
- `api/assistants/threads/[threadId]/actions` - `POST`: inform assistant of the result of a function it decided to call | ||
- `api/assistants/files` - `GET`/`POST`/`DELETE`: fetch, upload, and delete assistant files for file search | ||
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## Feedback | ||
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Let us know if you have any thoughts, questions, or feedback in [this form](https://docs.google.com/forms/d/e/1FAIpQLSdquOq8U8cvqL4EVCXuJ3oPag2w7KySsC0PLxv6VAHon6smrw/viewform?usp=sf_link)! | ||
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import OpenAI from "openai"; | ||
import { assistantId } from "../../../assistant-config"; | ||
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const openai = new OpenAI(); | ||
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// upload file to assistant's vector store | ||
export async function POST(request) { | ||
const formData = await request.formData(); // process file as FormData | ||
const file = formData.get("file"); // retrieve the single file from FormData | ||
const vectorStoreId = await getOrCreateVectorStore(); // get or create vector store | ||
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// upload using the file stream | ||
const openaiFile = await openai.files.create({ | ||
file: file, | ||
purpose: "assistants", | ||
}); | ||
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// add file to vector store | ||
await openai.beta.vectorStores.files.create(vectorStoreId, { | ||
file_id: openaiFile.id, | ||
}); | ||
return new Response(); | ||
} | ||
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// list files in assistant's vector store | ||
export async function GET() { | ||
const vectorStoreId = await getOrCreateVectorStore(); // get or create vector store | ||
const fileList = await openai.beta.vectorStores.files.list(vectorStoreId); | ||
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const filesArray = await Promise.all( | ||
fileList.data.map(async (file) => { | ||
const fileDetails = await openai.files.retrieve(file.id); | ||
const vectorFileDetails = await openai.beta.vectorStores.files.retrieve( | ||
vectorStoreId, | ||
file.id | ||
); | ||
return { | ||
file_id: file.id, | ||
filename: fileDetails.filename, | ||
status: vectorFileDetails.status, | ||
}; | ||
}) | ||
); | ||
return new Response(JSON.stringify(filesArray)); | ||
} | ||
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// delete file from assistant's vector store | ||
export async function DELETE(request) { | ||
const body = await request.json(); | ||
const fileId = body.fileId; | ||
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const vectorStoreId = await getOrCreateVectorStore(); // get or create vector store | ||
await openai.beta.vectorStores.files.del(vectorStoreId, fileId); // delete file from vector store | ||
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return new Response(); | ||
} | ||
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/* Helper functions */ | ||
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const getOrCreateVectorStore = async () => { | ||
const assistant = await openai.beta.assistants.retrieve(assistantId); | ||
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// if the assistant already has a vector store, return it | ||
if (assistant.tool_resources?.file_search?.vector_store_ids?.length > 0) { | ||
return assistant.tool_resources.file_search.vector_store_ids[0]; | ||
} | ||
// otherwise, create a new vector store and attatch it to the assistant | ||
const vectorStore = await openai.beta.vectorStores.create({ | ||
name: "sample-assistant-vector-store", | ||
}); | ||
await openai.beta.assistants.update(assistantId, { | ||
tool_resources: { | ||
file_search: { | ||
vector_store_ids: [vectorStore.id], | ||
}, | ||
}, | ||
}); | ||
return vectorStore.id; | ||
}; |
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import OpenAI from "openai"; | ||
const openai = new OpenAI(); | ||
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export const runtime = "nodejs"; | ||
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// Create a new assistant | ||
export async function POST() { | ||
const assistant = await openai.beta.assistants.create({ | ||
instructions: "You are a helpful assistant.", | ||
name: "Quickstart Assistant", | ||
model: "gpt-4-turbo-preview", | ||
tools: [ | ||
{ type: "code_interpreter" }, | ||
{ | ||
type: "function", | ||
function: { | ||
name: "get_weather", | ||
description: "Determine weather in my location", | ||
parameters: { | ||
type: "object", | ||
properties: { | ||
location: { | ||
type: "string", | ||
description: "The city and state e.g. San Francisco, CA", | ||
}, | ||
unit: { | ||
type: "string", | ||
enum: ["c", "f"], | ||
}, | ||
}, | ||
required: ["location"], | ||
}, | ||
}, | ||
}, | ||
{ type: "file_search" }, | ||
], | ||
}); | ||
return new Response(JSON.stringify({ assistantId: assistant.id })); | ||
} |
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import OpenAI from "openai"; | ||
const openai = new OpenAI(); | ||
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export const runtime = "nodejs"; | ||
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// Send a new message to a thread | ||
export async function POST(request, { params }) { | ||
const body = await request.json(); | ||
const toolCallOutputs = body.toolCallOutputs; | ||
const runId = body.runId; | ||
const threadId = params.threadId; | ||
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const stream = openai.beta.threads.runs.submitToolOutputsStream( | ||
threadId, | ||
runId, | ||
// { tool_outputs: [{ output: result, tool_call_id: toolCallId }] }, | ||
{ tool_outputs: toolCallOutputs } | ||
); | ||
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return new Response(stream.toReadableStream()); | ||
} |
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import OpenAI from "openai"; | ||
import { assistantId } from "../../../../../assistant-config"; | ||
const openai = new OpenAI(); | ||
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export const runtime = "nodejs"; | ||
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// Send a new message to a thread | ||
export async function POST(request, { params }) { | ||
const body = await request.json(); | ||
const content = body.content; | ||
const threadId = params.threadId; | ||
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await openai.beta.threads.messages.create(threadId, { | ||
role: "user", | ||
content: content, | ||
}); | ||
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const stream = openai.beta.threads.runs.createAndStream(threadId, { | ||
assistant_id: assistantId, | ||
}); | ||
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return new Response(stream.toReadableStream()); | ||
} |
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import OpenAI from "openai"; | ||
const openai = new OpenAI(); | ||
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export const runtime = "nodejs"; | ||
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// Create a new thread | ||
export async function POST() { | ||
const thread = await openai.beta.threads.create(); | ||
return new Response(JSON.stringify({ threadId: thread.id })); | ||
} |
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export const assistantId = ""; // set your assistant ID here |
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