From fabcb92f3f08dee13d3d7db3d6bec8fe61ddffc8 Mon Sep 17 00:00:00 2001 From: liuwei Date: Tue, 7 Apr 2026 15:47:32 +0800 Subject: [PATCH] use richer member memory in xiaoniu replies --- plugins/ai_auto_response/context_builder.py | 33 +++++++++++++++++++++ plugins/ai_auto_response/main.py | 8 +++-- 2 files changed, 38 insertions(+), 3 deletions(-) diff --git a/plugins/ai_auto_response/context_builder.py b/plugins/ai_auto_response/context_builder.py index dd6211a..0bebb61 100644 --- a/plugins/ai_auto_response/context_builder.py +++ b/plugins/ai_auto_response/context_builder.py @@ -69,16 +69,49 @@ class ContextBuilder: meta = member_context.get("meta", {}) or {} topics = member_context.get("topics_of_interest", []) or [] recent_focus = member_context.get("recent_focus", []) or [] + skills = ContextBuilder._stringify_items(meta.get("skill_profile", []), 5) + stable_traits = ContextBuilder._stringify_items(meta.get("stable_traits", []), 4) + habits = ContextBuilder._stringify_items(meta.get("habit_patterns", []), 4) + reply_prefs = ContextBuilder._stringify_items(meta.get("long_term_reply_preferences", []), 4) + recent_state = ContextBuilder._stringify_items(meta.get("recent_state", []), 4) + reply_taboos = ContextBuilder._stringify_items(meta.get("reply_taboos", []), 3) lines = [ f"成员摘要：{member_context.get('summary_text', '')}".strip(), f"互动风格：{member_context.get('interaction_style', '')}".strip(), f"回复偏好：{member_context.get('response_style_hint', '')}".strip(), f"长期主题：{', '.join(topics[:5])}" if topics else "", f"近期关注：{', '.join(recent_focus[:4])}" if recent_focus else "", + f"技能侧重点：{skills}" if skills else "", + f"稳定特征：{stable_traits}" if stable_traits else "", + f"习惯模式：{habits}" if habits else "", + f"长期回复偏好：{reply_prefs}" if reply_prefs else "", + f"近期状态：{recent_state}" if recent_state else "", + f"气质倾向：{meta.get('temperament_tendency', '')}".strip(), f"群内角色：{meta.get('group_role', '')}".strip(), + f"回复禁忌：{reply_taboos}" if reply_taboos else "", ] return "\n".join([line for line in lines if line]) + @staticmethod + def _stringify_items(items: List | str, limit: int) -> str: + if isinstance(items, str): + return items.strip() + values: List[str] = [] + for item in items[:limit]: + if isinstance(item, dict): + value = str( + item.get("name") + or item.get("label") + or item.get("value") + or item.get("text") + or "" + ).strip() + else: + value = str(item or "").strip() + if value and value not in values: + values.append(value) + return ", ".join(values) + @staticmethod def _build_vector_memory_prompt(vector_memories: List[Dict]) -> str: if not vector_memories: diff --git a/plugins/ai_auto_response/main.py b/plugins/ai_auto_response/main.py index a333b0b..b87f2d2 100644 --- a/plugins/ai_auto_response/main.py +++ b/plugins/ai_auto_response/main.py @@ -414,16 +414,16 @@ class AIAutoResponsePlugin(MessagePluginInterface): speaker_name = str(context.get("speaker_name_clean", "") or "").strip() trigger_type = str(context.get("trigger_type", "none") or "none") address_style = str(group_profile.get("address_style", "低频称呼，默认直接接话") or "低频称呼，默认直接接话") - name_rule = f"13. 称呼风格遵守当前群的要求：{address_style}。默认不要带对方昵称，直接接话。" + name_rule = f"15. 称呼风格遵守当前群的要求：{address_style}。默认不要带对方昵称，直接接话。" if speaker_name and trigger_type in {"at_trigger", "directed_question", "social_call"}: name_rule = ( - f"13. 称呼风格遵守当前群的要求：{address_style}。" + f"15. 称呼风格遵守当前群的要求：{address_style}。" f"这次可以视场景偶尔自然带一下对方称呼“{speaker_name}”，但不是必须。" f"如果要带，位置不要固定在句首，也不要每次都带，更不要像客服点名或脚本播报。" ) extra_rule = "" if group_profile.get("knowledge_domain") == "dota": - extra_rule = "14. 如果对方问的是 Dota2 最近战绩、实时战绩、最新对局数据，你要委婉说明现在没法提取这类数据，只能聊理解和常识，不要硬编。\n" + extra_rule = "16. 如果对方问的是 Dota2 最近战绩、实时战绩、最新对局数据，你要委婉说明现在没法提取这类数据，只能聊理解和常识，不要硬编。\n" return ( f"当前群聊消息：\n{recent_text}\n\n" f"当前发言：{context.get('current_message', '')}\n" @@ -449,6 +449,8 @@ class AIAutoResponsePlugin(MessagePluginInterface): f"10. 把这次回复当作真人聊天里的第一反应，先只给第一层结论，不要主动补第二层解释。\n" f"11. 如果一句话已经够了，就立刻停，不要为了完整而补充。\n" f"12. 回答时优先服从当前群画像里的知识域和回答风格，不要跨领域乱发挥。\n" + f"13. 如果成员画像里有对当前问题明显相关的长期兴趣、技能侧重点、回复偏好或近期状态，可以轻微利用这些信息调节措辞、切入角度和详略，但要像你本来就记得这个人，不要表现得像在背资料。\n" + f"14. 如果成员画像里出现回复禁忌、对某种沟通方式明显反感，尽量避开那种说法。\n" f"{name_rule}\n" f"{extra_rule}" )