OceanLi

## Issue: Implement Native Indexing System for Lionagi ### Background and Motivation The indexing system in `lionagi` is designed to be easily swappable, allowing users to choose different indexing methods...

## Issue: Implement Event Hooks System for External Environment Interactions ### Background and Motivation In `lionagi`, communications among nodes are facilitated via sending and receiving mail. For agent execution, it...

## Issue: Implement Versatile Encryption System for Data Security ### Background There is currently no encryption implementation in the system. To enhance data security, we need to introduce a versatile...

## Issue: Enhancing the Pile Data Structure with Advanced Capabilities ### Background The `Pile` is a versatile data structure in `lionagi`, serving as a container for `lionagi` items. It provides...

## Issue: Enhancing the Compressor System with Advanced Techniques and Capabilities ### Background The current compressor system utilizes only perplexity ranking for text compression, which limits its effectiveness. To enhance...

1. consider special treatment for hyperedge formation. 2. what should the new validation be? 3. where to use it? 4. OOP?

need to plan on 1. what to put under setting 2. what features should settings have 3. global? hierarchical? singleton?