ComfyUI Ollama Nodes is an extension that integrates large language model (LLM) workflows, including image recognition capabilities, into the ComfyUI environment through the Ollama platform. It facilitates the use of various models from the Ollama Model Library, enhancing the functionality and versatility of ComfyUI.
- Enables the pulling of models from the Ollama Model Library with real-time progress updates.
- Supports the generation of text descriptions from images, allowing for enhanced image processing workflows.
- Plans for future nodes include support for chat functionalities and model conversion, expanding the tool's capabilities.
Context
This tool serves as an extension for ComfyUI, allowing users to leverage the capabilities of Ollama's large language models. The primary aim is to enhance the existing functionalities of ComfyUI by providing additional nodes that facilitate model integration, image processing, and text generation.
Key Features & Benefits
One of the standout features is the ability to pull models directly from the Ollama Model Library, complete with a progress bar that updates in real-time. This feature streamlines the workflow by providing users with immediate feedback on model download status. Additionally, the tool allows for generating text descriptions from loaded images, which can be particularly useful for tasks requiring image analysis or content generation based on visual inputs.
Advanced Functionalities
The extension includes advanced capabilities such as the generation node that can accept batches of images as input, making it suitable for processing multiple images simultaneously. Future developments aim to introduce a chat node and a model converter, which will further enhance the tool's versatility and integration with other systems.
Practical Benefits
By incorporating this tool into their workflows, users can expect improved efficiency and control over their projects. The ability to dynamically load and unload models helps manage GPU resources effectively, ensuring that users can optimize performance during image generation tasks. Overall, this extension significantly enriches the ComfyUI experience by broadening the range of tasks that can be accomplished.
Credits/Acknowledgments
The development of this tool includes contributions from various authors, with specific attributions such as logger.py sourced from the ComfyUI-VideoHelperSuite under the GPL-3.0 license. The Ollama integration is based on the Ollama project and llama.cpp, both of which are available under the MIT license. The huggingface_hub library is utilized under the Apache-2.0 license.