LangChainAI Agent
LangChain Exposes AI's 'Memory' — The Industrial Standard Behind Every Reply
LangChain message layer dissected on Juejin: 6 fields, 4 message objects per reply. Unmarked tool failures become 'facts' — root of AI hallucination.
Oct 3·2 min read