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AI chat

Enhance your app with AI text generation

AI chat is an increasingly relevant feature for many web apps. By using Convex actions to access a third-party AI service such as OpenAI, you can generate text as needed in response to user input and/or live updates from your Convex database. Since Convex natively supports vector storage & search, you can easily implement retrieval-augmented generation via text embeddings. To make it feel like your AI chatters are typing live, you can even stream data in realtime from models like GPT into your Convex app, taking advantage of Convex's persistent reactivity and performant caching.

Screen grab of AI chat in action

Resources

Read a tutorial on integrating ChatGPT with Convex

stack.convex.dev/full-stack-chatgpt-app

Sample app demonstrating a GPT-powered chat app

github.com/ianmacartney/convex-chat-gpt

Learn how to give your AI agents distinct personalities

stack.convex.dev/adding-personality-to-chatgpt-3

Read a tutorial series on various ways to build AI chatbots with Convex

stack.convex.dev/ai-chat-using-openai-assistants-api

Watch a tutorial on building a text adventure game with Convex & AI

stack.convex.dev/how-to-code-an-ai-powered-text-adventure-game

Watch a live-coding video course on building an AI storybook app

stack.convex.dev/ai-storybook-app

Read up on even more ways you can use AI in Convex apps

stack.convex.dev/tag/AI

Stream realtime GPT output into your app

stack.convex.dev/gpt-streaming-with-persistent-reactivity

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