Memory & Tracing

Persist conversation context and trace token usage across your LLM pipelines.

📄️ Conversation Memory

ConversationMemory maintains a sliding window of recent messages for multi-turn conversations.

📄️ Token Tracer

TokenTracer tracks token usage, latency, and estimated cost per LLM call.