#短期记忆管理

𝙩𝙮≃𝙛{𝕩}^A𝕀²·ℙarad𝕚g𝕞

9小时前

上下文工程就是短期记忆管理没错： #1 Choose memory per task → trimming = short, summarization = long #2 Trim cleanly → always by full turns, never mid-message #3 Smarter summaries → structure prompts (env, steps, blockers) + check order/contradictions #4 Context budgets → size max_turns by usage, keep latest N verbatim #5 Async done right → don’t block summarization; re-check after ops complete #6 Metadata hygiene → keep debug/timestamps out of messages #7 Idempotency → repeated calls shouldn’t duplicate or distort summaries #8 Progressive summarization → compress older content, mark boundaries clearly #9 Evaluation harnesses → replay transcripts + LLM-as-judge to measure accuracy #10 Watch for poisoning → track false info entry/propagation, log before/after token counts 关键取舍：上下文工程=不仅关于记住，更是关于如何遗忘 —-cookbook.openai.com/examples/agents_sdk/session_memory

#多智能体之争：Anthropic生态VS单智能体· 52 条信息

#上下文工程 #短期记忆管理 #LLM #遗忘 #OpenAI