Unverified50% confidenceFactExact time
The curated records system uses a window of every five conversation turns to read content, retaining what was finalized in the conversation and reconciling new and old facts.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/11/2026
First Seen
Valid until: 1/9/2027
Sources
Related Entities
Related Claims
UnverifiedIn multi-turn interactions, each round's input must carry the complete conversation history (context window), causing the number of input tokens in the Nth turn to be approximately equal to the sum of the content from the preceding N-1 turns.73% similarUnverifiedWhen processing long documents that exceed the context window, it is recommended to split the file into multiple segments for batch submission or to start a new conversation, in order to avoid context contamination and forgetting.69% similarUnverified长对话场景下上下文窗口会携带全部历史消息，Token消耗呈线性增长69% similarUnverifiedEngineering strategies for dealing with context forgetting include compressing conversation history via summarization, using external memory storage (such as vector databases Pinecone and Weaviate), and clearing already-read messages.66% similarUnverifiedA knowledge base is static content retrieval that answers what is written in a document, whereas long-term memory focuses on what has been done, what has changed, and what knowledge has been accumulated.66% similar
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