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ai-character-with-stable-diffusion

README.md

AI Character with Stable Diffusion

Create a cloud-hosted LLM Agent with custom personality and Stable Diffusion image generation ability.

This repository is designed to pair with this Agent Building Guidebook

Getting Started

You can be up and running in under a minute. A full setup walk-through is here.

Clone this repository, then set up a Python virtual environment with:

python3.8 -m venv .venv
source .venv/bin/activate
python3.8 -m pip install -r requirements.txt
python3.8 -m pip install -r requirements.dev.txt

Note

Requirements you put in requirements.txt are what will be run along with the agent when you deploy. The dependencies in requirements.dev.txt have been prepopulated with packages you may need while developing on your machine.

Running your agent

A full guide to running is here.

With the proper Python environment set up and your STEAMSHIP_API_KEY environment variable set, just run:

ship run local

Modifying your agent

Modify your agent by editing api.py.

You can:

  • Change its personality (edit the SYSTEM_PROMPT)
  • Add tools, allowing your agent's reasoning process to do new things (see tool list below)
  • Add mixins, allowing your agent to connect to different channels (see mixin list below)

Other examples are found in the example_agents folder. Copy/paste one of these into api.py to use it.

Deploying your agent

A full guide to deploying is here.

This project can be deployed straight to the cloud. Simply type:

ship deploy

and follow the prompts.

What tools can I use with my agent?

Tools help your agent perform actions or fetch information from the outside world. The Steamship SDK includes a large set of multi-modal & memory-aware tools you can use right away. And you can import or find more open source tools in the Steamship SDK:

What mixins can I use with my agent?

Mixins provide additional API endpoints to your agent, which can connect your agent to a communication channel like Telegram, or provide additional data loading functionality.

Several mixins are provided out of the box in the Steamship SDK:

  • Transports (Communication Channels)
    • Steamship Web Widget - For testing your agent in the Web UI
    • Telegram - for communicating with your agent in Telegram
    • Slack - for communicating with your agent in Slack
  • Data Loading
    • Indexer Pipeline - For loading documents into your agent's question-answer ability