refactor(chat): AI-native prompts, remove interview heuristics
- Drop interview_reply_length and utterance_substance; always run stage LLM and memory retrieval when enabled; trim Settings fields and .env.example. - Replace guided/opening prompts with compact fact blocks plus unified behavior guidance; slim background_voice and persona to tone hints. - InterviewAgent uses fixed chat_interview max_tokens/chars/segments. Also includes stacked work: profile followup/extract path, evaluation rubric and judge schema updates, transcript SPLIT handling in execution service, user export markdown split tests, and golden case fixture.
This commit is contained in:
Kevin
@@ -1,4 +1,4 @@
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"""访谈提示词：追问触发与性格（Persona）拼接回归。"""
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"""访谈提示词：精简结构与人格/语气融合回归。"""
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from langchain_core.messages import AIMessage, HumanMessage, SystemMessage
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@@ -10,37 +10,51 @@ from app.agents.chat.prompts_conversation import (
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)
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def test_guided_prompt_contains_mandatory_followup_when_heuristic_matches():
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p = get_guided_conversation_prompt(
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current_stage="childhood",
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empty_slots=["place", "people"],
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filled_slots={},
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user_message="厉害吧 那个女生叫娟娟",
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conversation_turn_total=1,
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same_topic_turns=1,
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all_stages_coverage=None,
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detected_user_stage="childhood",
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user_profile_context="",
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persona="default",
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)
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assert "本轮追问判定" in p
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assert "本轮判定" in p
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def test_guided_prompt_does_not_embed_raw_user_message_in_system_text():
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p = get_guided_conversation_prompt(
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current_stage="childhood",
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empty_slots=["place"],
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filled_slots={},
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user_message="__USER_SECRET_PHRASE_XYZ__",
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conversation_turn_total=0,
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same_topic_turns=0,
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all_stages_coverage=None,
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detected_user_stage="childhood",
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user_profile_context="",
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persona="default",
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)
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assert "__USER_SECRET_PHRASE_XYZ__" not in p
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# Signature no longer takes user_message; secret would only leak via profile
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p2 = get_guided_conversation_prompt(
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current_stage="childhood",
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empty_slots=["place"],
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filled_slots={},
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detected_user_stage="childhood",
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user_profile_context="__USER_SECRET_PROFILE__",
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persona="default",
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)
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assert "__USER_SECRET_PROFILE__" in p2
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def test_guided_prompt_mentions_empathy_and_self_judgment():
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p = get_guided_conversation_prompt(
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current_stage="childhood",
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empty_slots=["place"],
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filled_slots={},
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detected_user_stage="childhood",
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user_profile_context="",
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persona="default",
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)
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assert "接住对方" in p
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assert "你自己判断" in p or "该追问" in p
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def test_guided_prompt_persona_tone_warm_listener():
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p = get_guided_conversation_prompt(
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current_stage="education",
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empty_slots=["school"],
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filled_slots={},
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detected_user_stage="education",
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user_profile_context="",
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persona="warm_listener",
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)
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assert "倾听" in p or "柔和" in p
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def test_guided_prompt_persona_curious_guide():
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@@ -48,15 +62,11 @@ def test_guided_prompt_persona_curious_guide():
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current_stage="education",
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empty_slots=["school"],
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filled_slots={},
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user_message="还行吧",
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conversation_turn_total=0,
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same_topic_turns=0,
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all_stages_coverage=None,
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detected_user_stage="education",
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user_profile_context="",
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persona="curious_guide",
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)
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assert "好奇引导" in p
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assert "细节" in p
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def test_normalize_interview_persona_unknown_falls_back():
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@@ -64,32 +74,11 @@ def test_normalize_interview_persona_unknown_falls_back():
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assert normalize_interview_persona("") == "default"
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def test_guided_prompt_contains_memoir_orientation():
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p = get_guided_conversation_prompt(
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current_stage="childhood",
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empty_slots=["place"],
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filled_slots={},
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user_message="后来我就去上班了",
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conversation_turn_total=0,
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same_topic_turns=0,
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all_stages_coverage=None,
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detected_user_stage="childhood",
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user_profile_context="",
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persona="default",
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)
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assert "对话方向" in p
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assert "人生故事" in p
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def test_guided_prompt_contains_memory_section_when_evidence():
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p = get_guided_conversation_prompt(
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current_stage="childhood",
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empty_slots=["place"],
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filled_slots={},
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user_message="后来我就去上班了",
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conversation_turn_total=0,
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same_topic_turns=0,
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all_stages_coverage=None,
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detected_user_stage="childhood",
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user_profile_context="",
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persona="default",
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@@ -100,75 +89,17 @@ def test_guided_prompt_contains_memory_section_when_evidence():
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assert "1990年生于上海" in p
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def test_guided_prompt_chit_chat_hint():
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def test_guided_prompt_military_tone_in_system():
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p = get_guided_conversation_prompt(
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current_stage="childhood",
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empty_slots=["place"],
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filled_slots={},
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user_message="今天天气真好哈哈",
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conversation_turn_total=0,
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same_topic_turns=0,
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all_stages_coverage=None,
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detected_user_stage="childhood",
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user_profile_context="",
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persona="default",
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)
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assert "偏闲聊" in p
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def test_guided_prompt_reply_length_section_explicit_expanded():
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p = get_guided_conversation_prompt(
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current_stage="childhood",
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empty_slots=["place"],
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filled_slots={},
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user_message="还行吧",
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conversation_turn_total=0,
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same_topic_turns=0,
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all_stages_coverage=None,
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detected_user_stage="childhood",
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user_profile_context="",
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persona="default",
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reply_length_mode="expanded",
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)
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assert "本轮回复长度" in p
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assert "当前档位：expanded" in p
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assert "expanded" in p
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def test_guided_prompt_reply_length_explicit_brief():
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"""档位由 Agent 的 ReplyPlan 传入，prompt 不再自行推导。"""
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p = get_guided_conversation_prompt(
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current_stage="childhood",
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empty_slots=["place"],
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filled_slots={},
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user_message="嗯",
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conversation_turn_total=0,
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same_topic_turns=0,
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all_stages_coverage=None,
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detected_user_stage="childhood",
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user_profile_context="",
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persona="default",
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reply_length_mode="brief",
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)
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assert "当前档位：brief" in p
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def test_guided_prompt_background_voice_military() -> None:
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p = get_guided_conversation_prompt(
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current_stage="childhood",
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empty_slots=["place"],
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filled_slots={},
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user_message="后来我就去上班了",
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conversation_turn_total=0,
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same_topic_turns=0,
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all_stages_coverage=None,
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detected_user_stage="childhood",
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user_profile_context="",
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persona="default",
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background_voice="military",
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)
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assert "背景语气：军队语境" in p
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assert "先接住对方" in p
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assert "简洁" in p or "利落" in p or "得体" in p
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def test_opening_prompt_military_has_examples_note() -> None:
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@@ -180,11 +111,9 @@ def test_opening_prompt_military_has_examples_note() -> None:
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background_voice="military",
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)
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assert "军队语境" in p
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assert "（军队语境：简洁" in p or "军队语境" in p
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def test_format_history_string_includes_system_for_debug_logs() -> None:
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"""log_agent_payload 依赖本函数时需包含 System，避免生产上丢失主 system prompt。"""
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s = format_history_string(
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[
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SystemMessage(content="SYS_INSTRUCTIONS"),
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