Intellisys

Intellisys is a Python library that provides intelligence/AI services for the Lifsys Enterprise. It offers a unified interface to interact with various AI models and services, including OpenAI, Anthropic, Google, and more.

Installation

You can install Intellisys using pip:

pip install intellisys

For the latest development version, you can install directly from GitHub:

pip install git+https://github.com/lifsys/intellisys.git

Requirements

Python 3.7 or higher
A 1Password Connect server (for API key management)
Environment variables:
- OP_CONNECT_TOKEN: Your 1Password Connect token
- OP_CONNECT_HOST: The URL of your 1Password Connect server

Note: If no local 1Password Connect server is available, the library will fail to retrieve API keys.

Features

Support for multiple AI models (OpenAI, Anthropic, Google, TogetherAI, Groq, MistralAI)
Secure API key management using 1Password Connect
JSON formatting and template rendering
Asynchronous assistant interactions
Template-based API calls
Improved error handling and logging

Usage

Here's a quick example of how to use Intellisys:

from intellisys import get_completion_api

# Make sure OP_CONNECT_TOKEN and OP_CONNECT_HOST are set in your environment

response = get_completion_api("Hello, how are you?", "gpt-4")
print(response)

Advanced Usage

from intellisys import template_api_json, get_assistant, fix_json

# Using a template for API calls
render_data = {"user_name": "Alice"}
system_message = "You are a helpful assistant. Greet {{user_name}}."
response = template_api_json("gpt-4", render_data, system_message, "friendly_assistant")
print(response)

# Using an OpenAI assistant
assistant_id = "your_assistant_id"
reference = "What's the weather like today?"
responses = get_assistant(reference, assistant_id)
for response in responses:
    print(response)

# Fixing malformed JSON
malformed_json = "{'key': 'value', 'nested': {'a':1, 'b': 2,}}"
fixed_json = fix_json(malformed_json)
print(fixed_json)

Supported Models

Intellisys supports a variety of AI models:

OpenAI: gpt-4o-mini, gpt-4, gpt-4o
Anthropic: claude-3.5
Google: gemini-flash
TogetherAI: llama-3-70b, llama-3.1-large
Groq: groq-llama, groq-fast
MistralAI: mistral-large

New in Version 0.2.0

Enhanced get_completion_api function with support for more models
Improved error handling and logging
Added fix_json function for correcting malformed JSON strings
Updated documentation and usage examples

API Reference

For detailed information on available functions and their usage, please refer to the docstrings in the source code.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

Changelog

For a detailed list of changes and version history, please refer to the CHANGELOG.md file.

About Lifsys, Inc

Lifsys, Inc is an AI company dedicated to developing solutions for the future. For more information, visit www.lifsys.com.

lifsys / intellisys