Ingest-time enrichment. Rather than relying solely on runtime search, offline compute at ingest time (entity extraction, relationship mapping, summary generation) could provide the agent with a richer substrate to search over. This trades offline compute for runtime efficiency, a tradeoff that becomes increasingly favorable as models get faster and the cost of inference continues to decrease.
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每个机器人都可以接入 OpenClaw，形成独立的对话会话，具备独立聊天、调用 Agent 能力及工具的功能。用户如果担心机器人密钥泄露，也可以在开放平台重置密钥，并通过更新配置来保障安全。