Documentation for save_memo Node

Overview

The save_memo node is a part of the ComfyUI LLM Party's suite of tools aimed at facilitating interaction with large language models (LLMs). This node is designed to store memory data in a JSON file format, allowing the preservation and extension of user interaction history. It is especially useful in applications where building a continuous, seamless interaction history with the LLM is needed.

Functionality

The save_memo node takes a history of interactions with a language model and saves it to a specified JSON file, appending it to any existing history in that file. This action ensures that your interaction history is stored persistently and can be retrieved or extended in future sessions.

Inputs

The save_memo node requires the following inputs:

• History: This is a string representing the sequence of interactions (typically in JSON format) with the language model that you wish to save.
• History Path: This is a string specifying the file path where the interaction history should be saved.

Both inputs are mandatory and must be supplied for the node to function correctly.

Outputs

The save_memo node has one primary output:

• History Path: This is the file path where the interaction history has been saved. It confirms the location of the saved data for subsequent use or reference.

Usage in ComfyUI Workflows

Within ComfyUI workflows, the save_memo node is used to ensure that the interaction history with the language model is preserved across sessions. By integrating this node into a workflow, users can maintain a persistent context that the language model can refer to in future conversations, enabling more coherent and contextually aware interactions.

Example Use Case

In a typical workflow, a user might first capture the interaction history using a node that logs exchanges between the user and the LLM. After processing, this history can be fed into the save_memo node along with a designated file path. This ensures that all exchanges are stored and can be reloaded in future interactions using corresponding nodes designed for loading such history.

Special Features and Considerations

• Appending History: The save_memo node appends new interactions to existing histories within the specified JSON file. This ensures that all past interactions are retained unless the file is manually altered or deleted.
• JSON Format: The node interacts with JSON files, allowing for easy human readability and interoperability with other systems.
• Localization: The node supports different display names based on language settings, enhancing accessibility for users in various regions.

The save_memo node, by facilitating the storage of detailed interaction histories, aids in developing more enriched and continuous conversational experiences with language models in ComfyUI-based applications.