__SuperModels

SuperModels is an open-source project for running LLM agents in a user-friendly desktop app.

Give it a try! Download the executable here!

purpose:

A self-reflecting machine:

• Think Wittgenstein not Frankenstein
• Built-in reflection mechanism to steer thinking
• Fully customisable

__in short A lightweight, simple, and easy to adapt Agent.

Stack: Python, Electronjs, and TailwindCSS.

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walk-through:

1. SuperModel

• I implemented a series of powerful LLM APIs for you to play with.
• Most notably, Groq which is faster than any other LLM.

2. ToolUser

The tools are basic but performant:

• The python_wizzard generates and executes Python on your system. Note that running generated code is not without risk. - Be prepared for SuperModels to take control over your OS and start operating your home automation.
• A second tool, online_llm uses Perplexity AI under the hood for natural language web results.

3. Agent

The real magic happens here (click for source code):

1. This is where the agent breaks down complex problems into steps:

break_down = BreakdownReflection(prompt)

2. Every step is then passed to the tooluser:

for step in break_down.steps:
    answer = tooluser.call(step)

3. The agent reflects on the tooluser's answer, and whether it should break it down further:

is_satisfying = YesNoReflection(prompt, answer)

In short: The combination of a super fast tooluser and nominally typed answers allows for quite impressive reflections and reasoning. Although I still haven't got it to turn the lights off.

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instructions

Give it a try! Download the executable here!

Then:

• Join the FREE beta at groq.com to get a free API KEY
• Input the API key when the app prompts you