talesmousinho / openai-assistant-file-search

A Next.js 14 Chatbot that uses OpenAI's Assistant Retrieval to chat with documents

Next.js 14 OpenAI Assistants Chatbot with File Search

This is a Next.js 14 project using features like App Router and Server Actions. It showcases the use of the OpenAI Assistants API with the File Search Tool enabled, allowing it to interact with any document supported by OpenAI.
This application does not rely on any provisioned vector database or third-party libraries for Retrieval-augmented generation (RAG). Instead, it exclusively utilizes the OpenAI SDK to manage and interact with proprietary documents.

Features

• Next.js 14 App Router and Server Actions
• OpenAI Assistants API
  • With File Search tool to chat with any document supported by OpenAI
• Vercel AI SDK
  • Use createStreamableValue and readStreamableValue for streaming OpenAI's response
• shadcn/ui
  • Styling with Tailwind CSS
  • Radix UI for headless component primitives
  • Icons from Lucide Icons

Getting Started

To set up the project locally, follow these steps:

1. Clone the repository to your local machine.
2. Install the required dependencies with npm install.
3. Set up your environment variables in a .env.local file in the root directory of the project. Use the provided .env.example file as a template. You will need to provide your OpenAI API Key.
4. Run the development server with npm run dev.

Open http://localhost:3000 with your browser to access the app.

Learn More

• Next.js Documentation - learn about Next.js features and API.
• OpenAI Documentation - learn how to use the OpenAI Assistants API.

Not for production

This is a proof of concept and should not be used in production as it is. It does not have any rate limiting or security features enabled.