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ai-agent-book 精选快照(<2MB 代码与文档,来自 github.com/bojieli/ai-agent-book)
2026-08-20 13:12:50 +00:00

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{
"signature": "bab395d52e3ba2a17ec49329fb7344f109d167c9cbbb7df2c2ac5b3f8d6a9dfe",
"parsed": {
"cases": [
{
"id": "cail2018-47583d42744d74fd",
"charge": "盗窃罪",
"factors": {
"surrender": false,
"truthful_confession": true,
"compensation_to_victim": "未赔偿",
"victim_forgiveness": null,
"joint_crime": false,
"criminal_record": true,
"arrest_method": "被抓获",
"return_of_stolen_property": "部分退赃",
"crime_count": 1,
"crime_amount": 1993,
"guilty_plea": true,
"first_offense": false,
"recidivism": null,
"criminal_form": "既遂",
"disposal_of_stolen_property": "部分发还",
"victim_count": 1,
"theft_count": 1,
"theft_amount": 1993,
"household_theft": false,
"stolen_property_recovery": "部分追回",
"destructive_means": false,
"use_special_convenience": "无",
"theft_method": "顺手牵羊",
"theft_target": "食品",
"theft_tool": "徒手",
"theft_location": "户外",
"stolen_property_disposal": "返还被害人",
"drug_user_identity": null
}
}
]
},
"receipt": {
"purpose": "3-12 modular extraction case cail2018-47583d42744d74fd",
"provider": "ark",
"endpoint": "https://ark.cn-beijing.volces.com/api/v3",
"started_at": "2026-07-30T04:27:28.590795+00:00",
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"request": {
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"messages": [
{
"role": "system",
"content": "你是司法判例结构化抽取器。严格按给定的、由训练数据自下而上发现的 schema 抽取。numeric 输出数值,bool 输出 true/falsecategorical 取 schema 值;文本未提及必须为 null,不得推断。保持 id 与 charge。只返回 JSON{\"cases\":[{\"id\":\"...\",\"charge\":\"...\",\"factors\":{...}}]}。"
},
{
"role": "user",
"content": "DISCOVERED SCHEMA:\n{\"core\": [{\"key\": \"surrender\", \"name_cn\": \"自首\", \"kind\": \"bool\", \"values\": [], \"direction\": \"mitigating\", \"question\": \"被告人是否具有自首情节?\"}, {\"key\": \"truthful_confession\", \"name_cn\": \"如实供述\", \"kind\": \"bool\", \"values\": [], \"direction\": \"mitigating\", \"question\": \"被告人是否如实供述罪行?\"}, {\"key\": \"compensation_to_victim\", \"name_cn\": \"赔偿被害人损失\", \"kind\": \"categorical\", \"values\": [\"未赔偿\", \"部分赔偿\", \"全额赔偿\"], \"direction\": \"mitigating\", \"question\": \"被告人对被害人损失的赔偿情况如何?\"}, {\"key\": \"victim_forgiveness\", \"name_cn\": \"被害人谅解\", \"kind\": \"bool\", \"values\": [], \"direction\": \"mitigating\", \"question\": \"被害人是否对被告人表示谅解?\"}, {\"key\": \"joint_crime\", \"name_cn\": \"共同犯罪\", \"kind\": \"bool\", \"values\": [], \"direction\": \"neutral\", \"question\": \"是否属于共同犯罪?\"}, {\"key\": \"criminal_record\", \"name_cn\": \"前科情况\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"被告人是否有犯罪前科?\"}, {\"key\": \"arrest_method\", \"name_cn\": \"到案方式\", \"kind\": \"categorical\", \"values\": [\"被抓获\", \"传唤到案\", \"自首\", \"现场等待\"], \"direction\": \"neutral\", \"question\": \"被告人的到案方式是什么?\"}, {\"key\": \"return_of_stolen_property\", \"name_cn\": \"退赃情况\", \"kind\": \"categorical\", \"values\": [\"全部退赃\", \"部分退赃\", \"未退赃\", \"亲属代为退赃\"], \"direction\": \"mitigating\", \"question\": \"被告人的退赃情况如何?\"}, {\"key\": \"crime_count\", \"name_cn\": \"犯罪次数\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"被告人的犯罪次数是多少?\"}, {\"key\": \"crime_amount\", \"name_cn\": \"犯罪金额\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"犯罪涉及的金额是多少?\"}, {\"key\": \"guilty_plea\", \"name_cn\": \"认罪态度\", \"kind\": \"bool\", \"values\": [], \"direction\": \"mitigating\", \"question\": \"被告人是否自愿认罪?\"}, {\"key\": \"first_offense\", \"name_cn\": \"初犯\", \"kind\": \"bool\", \"values\": [], \"direction\": \"mitigating\", \"question\": \"被告人是否为初犯?\"}, {\"key\": \"recidivism\", \"name_cn\": \"累犯\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"被告人是否构成累犯?\"}, {\"key\": \"criminal_form\", \"name_cn\": \"犯罪形态\", \"kind\": \"categorical\", \"values\": [\"既遂\", \"未遂\", \"既遂+未遂\"], \"direction\": \"neutral\", \"question\": \"犯罪形态是既遂还是未遂?\"}, {\"key\": \"disposal_of_stolen_property\", \"name_cn\": \"赃款赃物处理情况\", \"kind\": \"categorical\", \"values\": [\"挥霍\", \"销赃牟利\", \"部分发还\", \"全部发还\"], \"direction\": \"neutral\", \"question\": \"赃款赃物的处理情况如何?\"}, {\"key\": \"victim_count\", \"name_cn\": \"被害人数量\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"本案涉及的被害人数量是多少?\"}], \"extensions\": {\"盗窃罪\": [{\"key\": \"theft_count\", \"name_cn\": \"盗窃次数\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"盗窃次数是多少?\"}, {\"key\": \"theft_amount\", \"name_cn\": \"盗窃数额\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"盗窃数额是多少?\"}, {\"key\": \"household_theft\", \"name_cn\": \"入户盗窃\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"是否属于入户盗窃?\"}, {\"key\": \"stolen_property_recovery\", \"name_cn\": \"赃物追回情况\", \"kind\": \"categorical\", \"values\": [\"全部追回\", \"部分追回\", \"未追回\"], \"direction\": \"mitigating\", \"question\": \"赃物追回情况如何?\"}, {\"key\": \"destructive_means\", \"name_cn\": \"破坏性手段\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"是否采用破坏性手段盗窃?\"}, {\"key\": \"use_special_convenience\", \"name_cn\": \"利用特殊便利\", \"kind\": \"categorical\", \"values\": [\"钥匙\", \"工作便利\", \"无\"], \"direction\": \"aggravating\", \"question\": \"是否利用特殊便利实施盗窃?\"}, {\"key\": \"theft_method\", \"name_cn\": \"盗窃方式\", \"kind\": \"categorical\", \"values\": [\"扒窃\", \"入户盗窃\", \"趁人不备\", \"撬锁\", \"爬窗\", \"顺手牵羊\"], \"direction\": \"aggravating\", \"question\": \"盗窃方式是什么?\"}, {\"key\": \"theft_target\", \"name_cn\": \"盗窃对象\", \"kind\": \"categorical\", \"values\": [\"手机\", \"现金\", \"电脑\", \"电动车\", \"首饰\", \"食品\"], \"direction\": \"neutral\", \"question\": \"盗窃对象是什么?\"}, {\"key\": \"theft_tool\", \"name_cn\": \"盗窃工具\", \"kind\": \"categorical\", \"values\": [\"螺丝刀\", \"老虎钳\", \"撬棍\", \"镊子\", \"钥匙\", \"徒手\"], \"direction\": \"aggravating\", \"question\": \"使用的盗窃工具是什么?\"}, {\"key\": \"theft_location\", \"name_cn\": \"盗窃场所\", \"kind\": \"categorical\", \"values\": [\"户内\", \"公共场所\", \"网吧\", \"超市\", \"户外\"], \"direction\": \"neutral\", \"question\": \"盗窃场所是什么?\"}, {\"key\": \"stolen_property_disposal\", \"name_cn\": \"赃物处理方式\", \"kind\": \"categorical\", \"values\": [\"变卖挥霍\", \"藏匿\", \"返还被害人\"], \"direction\": \"aggravating\", \"question\": \"赃物处理方式是什么?\"}, {\"key\": \"drug_user_identity\", \"name_cn\": \"吸毒人员身份\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"被告人是否为吸毒人员?\"}], \"故意伤害罪\": [{\"key\": \"injury_degree\", \"name_cn\": \"损伤程度\", \"kind\": \"categorical\", \"values\": [\"轻伤一级\", \"轻伤二级\", \"重伤二级\", \"轻微伤\", \"重伤一级\"], \"direction\": \"aggravating\", \"question\": \"被害人损伤程度是什么?\"}, {\"key\": \"weapon_type\", \"name_cn\": \"伤害工具\", \"kind\": \"categorical\", \"values\": [\"菜刀\", \"木棍\", \"尖刀\", \"拳头\", \"铁棍\", \"U型锁\", \"铁锹\", \"酒瓶\"], \"direction\": \"aggravating\", \"question\": \"使用的伤害工具是什么?\"}, {\"key\": \"criminal_cause\", \"name_cn\": \"犯罪起因\", \"kind\": \"categorical\", \"values\": [\"琐事争执\", \"债务纠纷\", \"感情纠纷\", \"邻里矛盾\", \"被害人过错\", \"工作纠纷\"], \"direction\": \"neutral\", \"question\": \"犯罪起因是什么?\"}, {\"key\": \"community_correction_eligibility\", \"name_cn\": \"社区矫正评估\", \"kind\": \"bool\", \"values\": [], \"direction\": \"mitigating\", \"question\": \"是否具备社区矫正条件?\"}, {\"key\": \"victim_fault\", \"name_cn\": \"被害人过错\", \"kind\": \"bool\", \"values\": [], \"direction\": \"mitigating\", \"question\": \"被害人是否存在过错?\"}, {\"key\": \"compensation_status\", \"name_cn\": \"赔偿情况\", \"kind\": \"categorical\", \"values\": [\"未赔偿\", \"部分赔偿\", \"全额赔偿\"], \"direction\": \"mitigating\", \"question\": \"赔偿情况如何?\"}, {\"key\": \"mutual_fight\", \"name_cn\": \"互殴情节\", \"kind\": \"bool\", \"values\": [], \"direction\": \"neutral\", \"question\": \"是否存在互殴情节?\"}, {\"key\": \"injury_result\", \"name_cn\": \"伤害后果\", \"kind\": \"categorical\", \"values\": [\"轻伤\", \"重伤\", \"轻微伤\", \"死亡\"], \"direction\": \"aggravating\", \"question\": \"伤害后果是什么?\"}, {\"key\": \"criminal_motive\", \"name_cn\": \"犯罪动机\", \"kind\": \"categorical\", \"values\": [\"报复\", \"琐事\", \"感情纠纷\", \"债务纠纷\", \"征地纠纷\"], \"direction\": \"neutral\", \"question\": \"犯罪动机是什么?\"}, {\"key\": \"drunk_crime\", \"name_cn\": \"酒后犯罪\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"是否酒后犯罪?\"}, {\"key\": \"minor_injury_count\", \"name_cn\": \"轻伤人数\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"轻伤人数是多少?\"}, {\"key\": \"serious_injury_count\", \"name_cn\": \"重伤人数\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"重伤人数是多少?\"}], \"诈骗罪\": [{\"key\": \"fraud_count\", \"name_cn\": \"诈骗次数\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"诈骗次数是多少?\"}, {\"key\": \"fraud_amount\", \"name_cn\": \"诈骗数额\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"诈骗数额是多少?\"}, {\"key\": \"fraud_method\", \"name_cn\": \"诈骗手段\", \"kind\": \"categorical\", \"values\": [\"虚构事实\", \"伪造证件\", \"冒充身份\", \"网络诈骗\", \"代还信用卡\", \"虚构投资\"], \"direction\": \"aggravating\", \"question\": \"诈骗手段是什么?\"}, {\"key\": \"restitution_situation\", \"name_cn\": \"退赃情况\", \"kind\": \"categorical\", \"values\": [\"全部退赃\", \"部分退赃\", \"未退赃\", \"亲属代为退赃\"], \"direction\": \"mitigating\", \"question\": \"退赃情况如何?\"}, {\"key\": \"fraud_target\", \"name_cn\": \"诈骗对象\", \"kind\": \"categorical\", \"values\": [\"个人\", \"老年人\", \"国家财产\", \"金融机构\", \"亲友\"], \"direction\": \"aggravating\", \"question\": \"诈骗对象是什么?\"}, {\"key\": \"proceeds_use\", \"name_cn\": \"赃款用途\", \"kind\": \"categorical\", \"values\": [\"挥霍\", \"偿还赌债\", \"日常生活\", \"业务经营\"], \"direction\": \"aggravating\", \"question\": \"赃款用途是什么?\"}, {\"key\": \"impersonate_identity\", \"name_cn\": \"冒充身份\", \"kind\": \"categorical\", \"values\": [\"国家机关工作人员\", \"公司经理\", \"驾校人员\", \"民警\"], \"direction\": \"aggravating\", \"question\": \"冒充的身份是什么?\"}, {\"key\": \"fraud_means\", \"name_cn\": \"诈骗方式\", \"kind\": \"categorical\", \"values\": [\"虚构交易平台\", \"伪造合同\", \"虚假贷款\", \"代还信用卡报酬\", \"丢包诈骗\"], \"direction\": \"aggravating\", \"question\": \"具体诈骗方式是什么?\"}, {\"key\": \"fraud_victim_count\", \"name_cn\": \"诈骗被害人人数\", \"kind\": \"numeric\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"诈骗被害人人数是多少?\"}, {\"key\": \"booty_squandered\", \"name_cn\": \"赃款挥霍\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"赃款是否被挥霍?\"}, {\"key\": \"fraud_middleman\", \"name_cn\": \"存在中间人\", \"kind\": \"bool\", \"values\": [], \"direction\": \"aggravating\", \"question\": \"是否存在中间人?\"}]}}\n\nCASE:\n{\"id\": \"cail2018-47583d42744d74fd\", \"charge\": \"盗窃罪\", \"fact\": \"经审理查明:\\r\\n2017年7月28日凌晨,被告人陈2某在安吉县某自然村被害人潘某的鱼塘处,采用顺手牵羊的手段窃取被害人潘某放置于鱼护内的47斤鲫鱼以及放置在池塘边钓台上的一套渔具。案发后,被告人已将渔具退还被害人。经鉴定,被盗鲫鱼价值人民币564元,被盗渔具价值人民币1429元,合计总价值人民币1993元。\\r\\n另查明,被告人陈2某归案后如实供述上述涉案事实。\\r\\n上述事实,被告人陈2某在开庭审理过程中亦无异议,并有被害人潘某的陈述,现场照片,调取物品清单及照片,发还清单,辩认笔录,价格认定结论书,抓获经过、相关刑事判决书、人口信息等证据证实。足以认定。\"}"
}
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"content": "{\"cases\":[{\"id\":\"cail2018-47583d42744d74fd\",\"charge\":\"盗窃罪\",\"factors\":{\"surrender\":false,\"truthful_confession\":true,\"compensation_to_victim\":\"未赔偿\",\"victim_forgiveness\":null,\"joint_crime\":false,\"criminal_record\":true,\"arrest_method\":\"被抓获\",\"return_of_stolen_property\":\"部分退赃\",\"crime_count\":1,\"crime_amount\":1993,\"guilty_plea\":true,\"first_offense\":false,\"recidivism\":null,\"criminal_form\":\"既遂\",\"disposal_of_stolen_property\":\"部分发还\",\"victim_count\":1,\"theft_count\":1,\"theft_amount\":1993,\"household_theft\":false,\"stolen_property_recovery\":\"部分追回\",\"destructive_means\":false,\"use_special_convenience\":\"无\",\"theft_method\":\"顺手牵羊\",\"theft_target\":\"食品\",\"theft_tool\":\"徒手\",\"theft_location\":\"户外\",\"stolen_property_disposal\":\"返还被害人\",\"drug_user_identity\":null}}]}",
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