AI Usage & Interaction System

Purpose

This app provides the system for tracking Dandy AI interactions throughout a django project.

Installation

Simple add the ai application to your INSTALLED_APPS:

INSTALLED_APPS = [
    ...
    'django_spire.ai',
    ...
]

Warning

Properly configure Dandy install is required for more information see the documentation.

Usage

When it comes to the probabilistic nature of AI we should track all interactions especially ones involving the users.

Below we are going to make a simple interaction with our llm bot and have the ai app track it.

from dandy.intel import BaseIntel
from dandy.llm import LlmBot
from django_spire.ai.decorators import log_ai_interaction_from_recorder


class HorseIntel(BaseIntel):
    first_name: str
    breed: str
    color: str
    has_cone_taped_to_head: bool


@log_ai_interaction_from_recorder(actor='Anonymous User')
def generate_horse_intel(user_input: str) -> HorseIntel:
    return LlmBot.process(
        prompt=user_input,
        intel_class=HorseIntel,
    )


horse_intel = generate_horse_intel('Make me a magical horse that grants wishes!')

Warning

the log_ai_interaction_from_recorder decorator is designed to be used with the Dandy intelligence library and will not work properly tracking other libraries.

Admin

You can now view the ai interactions in the admin panel under the Spire Ai section.