Introduction

Intelli is a Python framework to streamline the interactions with diverse AI capabilities. It provides a unified layer to access multiple models and orchestrator to connect the input and output of multiple models such as speech, image, and text.

Installation

pip install intelli

Core Components

1. Wrapper Layer: Direct access to a wide range of AI models and libraries, including OpenAI, Gemini, Mistral, and Stability. 
2. Controller Layer: Acts as a central hub, providing a unified input regardless of the AI model you're using. Allowing to switch between model providers with minimum change.
3. Function Layer: Provides abstract application layer, focused on real world use cases. You can extend the use cases of intelli based on your specific needs.
4. Flow Layer: Orchestrates complex workflows involving multiple AI models and tasks.
5. Vibe Agents: Build and execute multi-modal agents directly from your natural language intent.

Example

from intelli.model.input.chatbot_input import ChatModelInput
from intelli.function.chatbot import Chatbot

# selected model
provider = "mistral"
model = "mistral-medium"

# prepare common input 
input = ChatModelInput("You are a helpful assistant.", model)
input.add_user_message("What is the capital of France?")

# creating chatbot instance
openai_bot = Chatbot(YOUR_MISTRAL_API_KEY, provider)
response = openai_bot.chat(input)

License

This project is licensed under Apache 2.0.