Overview

I've been reflecting on how to enhance the Cleft Notes app and identified a key area for improvement: the integration of memory. Currently, the app doesn't fully utilize the existing notes and information it has access to. This oversight leads to inefficiencies and repetitive corrections on my part, especially regarding misspellings, factual inaccuracies, and misinterpretations.

The Problem

The app does not leverage existing notes when generating new content. This results in repeated errors and the need for constant corrections.

There's a lack of continuity in drafting documents, requiring me to reiterate background information that has been provided in past notes.

The absence of a memory feature means the app cannot learn from past interactions, which would otherwise enhance its performance and user experience over time.

Proposed Solution: Memory Integration

Types of Memory

General Memory: This would enable the app to search across all existing notes during the note generation process to augment the content being created, making it more accurate and relevant.

Contextual Memory: Tailors the note generation process to the specific context of the note, such as personal or business. This could include:

Personalization of style and voice based on past notes.

Incorporation of relevant background information like workplace details, team size, and preferred writing style.

Implementation Ideas

Utilizing a vector database and embeddings could be an effective way to implement these memory features, possibly on a local basis.

This approach would allow the app to become more intelligent and personalized with each use, significantly enhancing its utility.

Benefits

Reduces the need for repetitive corrections and inputs by the user.

Improves the accuracy and relevance of generated content.

Personalizes the user experience, making the app more efficient and enjoyable to use.

In conclusion, integrating memory into Cleft Notes would not only solve current issues but also dramatically improve the app's overall usefulness. The more the app is used, the better it would become at generating notes that are accurate, personalized, and contextually relevant.