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AI Agent Apps #43

@gangtao

Description

@gangtao
  1. using timeplus stream for all user input, llm input/response tool input/output
  2. all tools are just UDF
  3. all LLM calls using UDF as well
  4. Agent Loop is just a running Timeplus stream with MV
  5. memory as vector search

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