AshAi

This is a HIGHLY EXPERIMENTAL package. It is 500 lines of code built for a demo.

What is it?

This is a chat interface for your Ash app. It can call actions on your resources to fulfill requests. It will always honor your policy rules on your application, and an actor can be provided, whereby all actions will be taken on their behalf.

The bot may very well do things you "don't want it to do", but it cannot perform any kind of privelege escalation because it always operates by calling actions on resources, never by accessing data directly.

What goes into making this ready?

1. Must be made agnostic to provider. Right now it works directly with Open AI, using an environment variable.
2. There are limits to the amount of functions that can be provided when chatting if there are too many resources/actions, we need to group them and allow the chat bot to ask to expand on groups of functions (via a tool).
3. Some easier to do the chat on a loop where the interface is something like a chat window in liveview.
4. Some kind of management of how much of the context window we are using. How much chat history, how big the functions are.
5. A string format for filters (maybe) so we can give it a format instead of a massive json schema of filters.
6. Customization of the initial system prompt.
7. At least one test should be written :D

What else ought to happen?

1. more action types, like bulk updates, bulk destroys, bulk creates.

Installation

This is not yet available on hex.

def deps do
  [
    {:ash_ai, github: "ash-project/ash_ai"}
  ]
end

How to play with it

1. Set the environment variable OPENAI_API_KEY to your Open AI API key.
2. Run iex -S mix and then run AshAi.iex_chat to start chatting with your app.
3. To build your own chat interface, you'll use AshAi.instruct/2. See the implementation of AshAi.iex_chat to see how its done.

Example

AshAi.iex_chat(actor: user, actions: [{Twitter.Tweets.Tweet, :*}])