Unverified50% confidenceSolutionExact time
In LiteRT-LM, the Engine should be loaded once and retained, and a new Conversation created for each chat session.
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe new generation of LLM-based dialogue systems uses a context window mechanism, enabling semantic coherence across multiple consecutive conversational turns and adaptive adjustments.66% similarUnverified项目级规格配置文件通过在每次会话启动时自动注入项目规范，人为构造持久化上下文，弥补LLM没有跨对话持久记忆的天然局限63% similarUnverifiedWhen a single-turn model receives input containing assistant replies or tool call history, LLM will raise an `llm.ConversationNotSupported` exception, and the `llm chat` command will also reject such models before the session begins.62% similarUnverifiedThe compact command makes an additional call to the model to merge and compress conversation messages, retaining only content relevant to the current session in order to free up context.62% similarVerifiedThe context window mechanism causes models in multi-turn conversations to feed the entire conversation history into the context, causing token consumption to grow rapidly as the conversation lengthens.61% similar
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