OceanLi
## Description Implement various Memory Store implementations for different storage backends in LionAGI. ### Objectives 1. Create specific Memory Store implementations 2. Optimize for different use cases 3. Support different...
## Description Implement the Memory Store interface and base implementation that defines how memory items are stored and retrieved in LionAGI. ### Objectives 1. Create `MemoryStore` interface 2. Implement base...
## Description Implement the core Memory Base class that provides the fundamental functionality for memory management in LionAGI. ### Objectives 1. Create `MemoryBase` abstract base class 2. Define core memory...
## Description Implement an adapter for LlamaIndex Property Graph to integrate with LionAGI's graph-based memory system. ### Objectives 1. Create `LlamaIndexPropertyGraphAdapter` class for graph-based knowledge representation 2. Enable bidirectional conversion...
## Description Implement an adapter for LlamaIndex Vector Index to integrate with LionAGI's memory system. ### Objectives 1. Create `LlamaIndexVectorIndexAdapter` class to interface with LlamaIndex's vector index functionality 2. Enable...
## Description Implement an adapter for LlamaIndex Node to integrate with LionAGI's component adapter registry. ### Objectives 1. Create `LlamaIndexNodeAdapter` class that implements the necessary adapter interface 2. Support conversion...
