This repo creates a series of nodes that enable you to utilize the Griptape Python Framework with ComfyUI, integrating LLMs (Large Language Models) and AI into your workflow.
Watch the trailer and all the instructional videos on our YouTube Playlist.
The repo currently has a subset of Griptape nodes, with more to come soon. Current nodes can:
Create Agents using these models:
Control agent behavior with access to [Rules and Rulesets][https://docs.griptape.ai/stable/griptape-framework/structures/rulesets/]
Give Agents access to Tools:
Run specific Agent Tasks:
Generate Images using these models:
Transcribe Audio
In this example, we're using three Image Description
nodes to describe the given images. Those descriptions are then Merged
into a single string which is used as inspiration for creating a new image using the Create Image from Text
node, driven by an OpenAI Driver
.
Install ComfyUI using the instructions for your particular operating system.
If you'd like to run with a local LLM, you can use Ollama and install a model like llama3.
Download and install Ollama from their website: https://ollama.com
Download a model by running ollama run <model>
. For example:
ollama run llama3
You now have ollama available to you.
For advanced features, it's recommended to use a more powerful model. These are available from the providers listed bellow, and will require API keys.
It's recommended to add these to a .env
file in your base comfyUI folder before you start ComfyUI.
_Note: Most nodes will work fine with just the OPENAI_API_KEY
, so at least make sure you have that one._
OPENAI_API_KEY=
GOOGLE_API_KEY=
GOOGLE_API_SEARCH_ID=
AWS_ACCESS_KEY_ID=
AWS_SECRET_ACCESS_KEY=
AWS_DEFAULT_REGION=
LEONARDO_API_KEY=
ANTHROPIC_API_KEY=
VOYAGE_API_KEY=
GRIPTAPE_API_KEY=
You can get the appropriate API keys from these respective sites:
There are two methods for installing the Griptape-ComfyUI repository. You can either download or git clone this repository inside the ComfyUI/custom_nodes
, or use the ComfyUI Manager.
Option A - ComfyUI Manager (Recommended)
Option B - Git Clone
Open a terminal and input the following commands:
cd /path/to/comfyUI
cd custom_nodes
git clone https://github.com/griptape-ai/ComfyUI-Griptape
Libraries should be installed automatically, but if you're having trouble, hopefully this can help.
There are certain libraries required for Griptape nodes that are called out in the requirements.txt file.
griptape[all]
python-dotenv
duckduckgo_search
These should get installed automatically if you used the ComfyUI Manager installation method. However, if you're running into issues, please install them yourself either using pip
or poetry
, depending on your installation method.
Option A - pip
pip install "griptape[all]" python-dotenv duckduckgo_search
Option B - poetry
poetry add "griptape[all]" python-dotenv duckduckgo_search
Now if you restart comfyUI, you should see the Griptape menu when you click with the Right Mouse button.
If you don't see the menu, please come to our Discord and let us know what kind of errors you're getting - we would like to resolve them as soon as possible!
Sometimes you'll find that the Griptape library didn't get updated properly. This seems to be especially happening when using the ComfyUI Manager. You might see an error like:
ImportError: cannot import name 'OllamaPromptDriver' from 'griptape.drivers' (C:\Users\evkou\Documents\Sci_Arc\Sci_Arc_Studio\ComfyUi\ComfyUI_windows_portable\python_embeded\Lib\site-packages\griptape\drivers\__init__.py)
To resolve this, you must make sure Griptape is runnig with the appropriate version. Things to try:
python -m pip install griptape -U
When you run ComfyUI with the Griptape nodes installed, the installation method will check your environment variables and automatically install the appropriate API keys in a file called: griptape_config.json
.
If for some reason your environment variables aren't being set properly, you can do this manually by simply copying over the griptape_config.json.default
file to griptape_config.json
and add the proper keys there.
If you ever need to change your API keys, go ahead and update that configuration file with the proper key.
Massive thank you for help and inspiration from the following people and repos!