chatkit-agent-memory

What problem does it solve?

This Skill loads complete conversation history for ChatKit agents, enabling memory across interactions and preventing the agent from only seeing the current message.

Core Features & Use Cases

• Memory-enabled history loading: Loads full thread history to feed the agent with context.
• Unique ID mapping: Maps provider-generated IDs to store-generated IDs to prevent collisions in streaming responses.
• Full lifecycle handling: Properly handles added, done, and updated thread events to maintain consistent history.
• Use Case: A user introduces themselves early; the agent remembers and references their name in subsequent turns.

Quick Start

• Instantiate a MemoryStore and a LitellmModel with your chosen provider.
• Create and run ChatKitServerWithMemory(data_store=store, model=model, instructions="You are a helpful assistant. Remember what the user tells you.").
• Send a multi-turn conversation to verify memory retention and that IDs remain unique across messages.