Product Analysis: OpenAI Chat App

Overview

The OpenAI Chat App is a powerful tool that allows users to chat with any document or website. It utilizes the GPT-3 API from OpenAI to generate responses to user queries. One of the key features of this app is the ability to train the model on specific websites or documents defined by the user. The app also supports the building of dialogue with chat history and provides sources to cite information. It supports various file types including PDF, DOCX, MD, TXT, PNG, JPG, HTML, and JSON.

Features

• Chat with any Document or Website: Users can engage in conversations with the app using any document or website as the source of information.
• Train your own custom GPT: The app allows users to train their own custom GPT using specific websites or documents defined by them.
• Train on specific websites that you define: Users have the option to train the model on specific websites of their choice to enhance its knowledge base.
• Train on documents you upload: Users can upload documents and train the model to provide accurate responses based on the content of those documents.
• Builds on dialog with Chat History: The app maintains a chat history, allowing users to build on previous conversations and maintain context.
• Cites sources: To ensure credibility, the app cites sources for the information it provides, making it a reliable tool for domain-specific queries.
• Perplexity style UI: The app features a user-friendly UI that facilitates easy navigation and interaction.
• Supported Files: The app supports several file formats including PDF, DOCX, MD, TXT, PNG, JPG, HTML, and JSON. Additional formats like CSV, PPTX, Notion, and Next 13 app dir are coming soon.

Installation

To install the OpenAI Chat App, follow these steps:

1. Clone the repository and install the dependencies.
2. Set up a Pinecone account and create a new Pinecone Index with dimensions specified.
3. Set up an OpenAI API account and obtain the API key.
4. Configure the environment settings in the .env.local file.
5. Start the app by running the command and open http://localhost:3000 in your browser.

Summary

The OpenAI Chat App is a versatile tool that leverages the power of the GPT-3 API to provide users with an interactive and conversational experience. By training the model on specific websites and documents, the app enhances its knowledge base and offers accurate responses to domain-specific queries. The ability to cite sources ensures credibility, making it a reliable resource for users seeking accurate information. The user-friendly UI and support for various file formats make the app accessible and versatile.