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Personality Syndrome. Persyn for short.

Project description

persyn: Personality Syndrome

Persyn makes it easy to integrate cutting-edge machine learning research projects into a single microservices framework. Each project implements a component of a greater personality (language model, long-term memory, visualizations, logic) that is tied together into an interactive group chat interface.

The resulting gestalt can be executed on any combination of local compute resources (CPU + GPU) and third-party APIs (OpenAI, Wikipedia, etc.)

The name "Personality Syndrome" was chosen by the first proto-Persyn instance itself, @AnnaTheBot @mas.to.

Major features:

  • Chat with any large language model over Slack, Discord, or Mastodon
  • Maintain a consistent and arbitrarily long train of thought
  • Short-term and long-term memory
  • Opinions
  • Auto-wikipedia
  • Auto-summarization of previous conversations over time or as the prompt size grows too long
  • Generate images on demand
  • Identify images dropped into the chat with CLIP Interrogator
  • Optional automatic image enhancement with Prompt Parrot

Installation

Persyn in intended to run from inside a python virtualenv.

On first launch it will download required models and install necessary packages inside the virtualenv.

$ virtualenv --python=python3.8 env
$ . env/bin/activate
(env) $ pip install --upgrade pip # best practice
(env) $ pip install persyn

The default install only includes chat support. If you'd also like to generate and post images:

(env) $ pip install persyn[all]

Tmux is also highly recommended, and is required for using the bot launcher.

Running a bot

(env) $ launch_bot config/my_config.yaml

List running bots

(env) $ tmux ls

Terminate a bot

(env) $ kill_bot mybotsession

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