messages listlengths 3 6 | final_output stringlengths 1.51k 3.06k |
|---|---|
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [], 'tool_dependency': {'required': False, 'tools_used': [], 'claims': [], 'reason': '当前模式为 tools_optional，且询盘已包含生成外贸 AI 助手完整对话轨迹所需的关键场景信息（行业、地区、买家类型、生成模式），无需外部检索即可完成分析与卡片生成。'}, 'blocks': [{'type': 'card', 'card': {'type': 'expert_insight', 'message': 'AI 专家判断：该询盘来自大洋洲地区的品牌商，通常更关注设备稳定性、品牌一致性、售后响应和长期供货能... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [], 'tool_dependency': {'required': False, 'tools_used': [], 'claims': [], 'reason': '询盘已包含完整信息：行业为医疗器械，地区为南美，买家类型为品牌商，且当前模式为 tools_optional，因此无需外部搜索或知识库查询即可生成对话轨迹与分析结论。'}, 'blocks': [{'type': 'card', 'card': {'type': 'expert_insight', 'message': 'AI 专家判断：该询盘属于典型的南美医疗器械品牌商采购场景，重点通常集中在产品合规、稳定供货、品牌定制能力与售... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '东南亚 汽车配件 分销商 采购需求 市场趋势'}}, {'name': 'knowledge_base', 'arguments': {'query': '汽车配件 东南亚 分销商 常见采购关注点'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据websearch结果，东南亚汽车配件分销商通常... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '中东 医疗器械 零售商/终端用户 采购趋势 监管要求 市场偏好 2026'}}, {'name': 'knowledge_base', 'arguments': {'query': '医疗器械 外贸 中东 零售商 终端用户 常见采购关注点 合规要求 询盘判断'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'clai... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '南美 纺织服装 分销商 采购趋势 进口合规 目标市场需求'}}, {'name': 'knowledge_base', 'arguments': {'query': '纺织服装行业 南美 分销商 常见采购关注点 客户画像 交易风险'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据websear... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [], 'tool_dependency': {'required': False, 'tools_used': [], 'claims': [], 'reason': '当前模式为 tools_optional，且询盘信息已包含完整场景要素：行业为 LED 照明、地区为非洲、买家类型为零售商/终端用户，因此无需额外检索即可生成完整对话轨迹。'}, 'blocks': [{'type': 'card', 'card': {'type': 'expert_insight', 'message': 'AI 专家判断：这是一个典型的非洲市场 LED 照明零售/终端用户询盘，重点应放在价格竞争力、供货稳定性... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '非洲 纺织服装 分销商 采购趋势 关注点 市场需求'}}, {'name': 'knowledge_base', 'arguments': {'query': '纺织服装行业 面向非洲分销商 的外贸跟进要点 询盘判断 付款交期合规'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据websear... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '非洲 五金工具 零售商 终端用户 采购趋势 需求 特点 价格敏感度 常见热销品'}}, {'name': 'knowledge_base', 'arguments': {'query': '五金工具 外贸 非洲 零售商 终端用户 采购画像 询盘判断 付款方式 交期 风险点'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001'... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '南美 太阳能 零售商 终端用户 采购需求 市场趋势'}}, {'name': 'knowledge_base', 'arguments': {'query': '南美太阳能产品采购常见关注点 零售商 终端用户'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据websearch结果，南美地区太阳... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '中东 医疗器械 品牌商 采购趋势 监管要求 进口合规 SASO SFDA MOHAP GCC 2025'}}, {'name': 'knowledge_base', 'arguments': {'query': '医疗器械 中东地区 品牌商 典型采购关注点 合规要求 认证文件 交易风险'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'cla... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [], 'tool_dependency': {'required': False, 'tools_used': [], 'claims': [], 'reason': '当前为 tools_optional 模式，询盘已包含生成完整对话轨迹所需的关键信息（行业、地区、买家类型、生成模式），无需调用 websearch 或 knowledge_base。'}, 'blocks': [{'type': 'card', 'card': {'type': 'expert_insight', 'message': 'AI 专家判断：该买家更像是面向大洋洲零售渠道的服装采购方，关注点会集中在上新速度、稳定供货... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '非洲 医疗器械 分销商 采购需求 市场信息'}}, {'name': 'knowledge_base', 'arguments': {'query': '医疗器械 外贸 分销商 询盘判断 需求分析'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据websearch结果，非洲地区医疗器械分销商通... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '南美 品牌商 太阳能 采购需求 公司背景 询盘线索'}}, {'name': 'knowledge_base', 'arguments': {'query': '南美太阳能品牌商采购关注点 认证要求 交期 价格 市场偏好'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据websearch结果，... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '中东太阳能分销商 采购需求 太阳能组件 逆变器 储能系统'}}, {'name': 'knowledge_base', 'arguments': {'query': '中东太阳能市场 分销商 采购关注点 合规要求'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据websearch结果，中东地区... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '西欧 五金工具 分销商 采购需求 市场趋势'}}, {'name': 'knowledge_base', 'arguments': {'query': '西欧 五金工具 分销商 常见采购关注点 合规要求'}}], 'blocks': [{'type': 'card', 'card': {'type': 'expert_insight', 'message': '根据websearch结果与knowledge_base结果，西欧五金工具分销商通常更关注稳定供货、欧盟合规、品牌与渠道保护，以及售后与包装本地化。... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '中东 汽车配件 分销商 采购偏好 市场趋势 认证要求 付款方式'}}, {'name': 'knowledge_base', 'arguments': {'query': '汽车配件 中东 分销商 典型采购画像 询盘判断要点 合规要求'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据webse... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '西欧 五金工具 品牌商 采购趋势 2025 关注点 认证 标准 供应链'}}, {'name': 'knowledge_base', 'arguments': {'query': '五金工具 品牌商 西欧 典型采购画像 需求特征 询盘判断标准'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据w... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '北美 汽车配件 品牌商 采购需求 公司背景 询盘线索'}}, {'name': 'knowledge_base', 'arguments': {'query': '北美 汽车配件 品牌商 常见采购关注点 合规要求 交易风险'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据websearch结果... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '大洋洲 机械设备 分销商 采购 询盘 公司背景 需求'}}, {'name': 'knowledge_base', 'arguments': {'query': '机械设备出口到大洋洲分销商的常见关注点、合规要求、交易风险与沟通策略'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据websea... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '北美 五金工具 分销商 采购需求 公司背景 询盘线索'}}, {'name': 'knowledge_base', 'arguments': {'query': '北美 五金工具 分销商 常见采购关注点 认证要求 交期与合作模式'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据websearc... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': 'Oceania hardware tools brand owners sourcing trends, import compliance, and market requirements for branded hardware tools buyers'}}, {'name': 'knowledge_base', 'arguments': {'query': 'hardware tools industry buyer profile for brand owners in Oceania, typi... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '南美 LED 照明 分销商 采购趋势 认证要求 市场需求 2025'}}, {'name': 'knowledge_base', 'arguments': {'query': 'LED 照明产品 面向南美分销商 的外贸跟进要点 询盘判断 认证与渠道特征'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim':... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '汽车配件 南美 零售商 终端用户 采购偏好 认证要求 西班牙语标签 Mercosur INMETRO 市场趋势'}}, {'name': 'knowledge_base', 'arguments': {'query': '汽车配件 南美 零售商/终端用户 常见需求 询盘判断 交易风险 适配建议'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': ... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': 'North America solar retail buyer company background and contact context'}}, {'name': 'knowledge_base', 'arguments': {'query': 'North America solar retail/end-user buyer qualification, compliance, and purchase concerns'}}], 'tool_dependency': {'required': T... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '机械设备 零售商/终端用户 西欧 采购线索 公司背景与需求'}}, {'name': 'knowledge_base', 'arguments': {'query': '西欧机械设备市场采购关注点 合规要求 终端用户/零售商'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据websearch结... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [], 'tool_dependency': {'required': False, 'tools_used': [], 'claims': [], 'reason': '当前为 tools_optional 模式，且输入已包含完整场景信息：行业为太阳能、地区为东南亚、买家类型为分销商，因此无需外部检索即可生成完整的外贸 AI 助手对话轨迹。'}, 'blocks': [{'type': 'card', 'card': {'type': 'expert_insight', 'message': 'AI 专家判断：该询盘更符合东南亚分销商的常规采购逻辑，重点通常集中在价格体系、供货稳定性、认证合规、渠... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '非洲 汽车配件 分销商 市场需求 进口合规 主要国家 近期趋势'}}, {'name': 'knowledge_base', 'arguments': {'query': '汽车配件 外贸 分销商 询盘判断标准 非洲地区 采购关注点'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据websea... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': 'North America hardware tools distributor buyer profile and company background'}}, {'name': 'knowledge_base', 'arguments': {'query': 'North America hardware tools distributor procurement concerns compliance requirements'}}], 'tool_dependency': {'required': ... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '西欧 五金工具 零售商 终端用户 采购需求 市场趋势'}}, {'name': 'knowledge_base', 'arguments': {'query': '西欧 五金工具 采购关注点 合规要求 零售渠道'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据websearch结果，西欧五金工... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [], 'tool_dependency': {'required': False, 'tools_used': [], 'claims': [], 'reason': '当前模式为 tools_optional，且询盘信息已包含完成对话轨迹所需的核心要素：行业为化工材料、地区为非洲、买家类型为零售商/终端用户，因此无需外部检索即可生成完整对话轨迹。'}, 'blocks': [{'type': 'card', 'card': {'type': 'expert_insight', 'message': '基于该询盘，AI 先判断这是一个偏终端零售场景的化工材料需求，重点不在大宗项目，而在产品可售性、... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '北美 家居用品 分销商 采购需求 公司背景 询盘线索'}}, {'name': 'knowledge_base', 'arguments': {'query': '北美家居用品分销商常见采购关注点、合规要求、交易风险'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据websearch结果，当前... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '大洋洲 化工材料 零售商/终端用户 采购需求 询盘线索'}}, {'name': 'knowledge_base', 'arguments': {'query': '化工材料 外贸 终端用户/零售商 常见关注点 交期 合规 包装'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'claim': '根据websearc... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '中东太阳能分销商采购趋势、主流分销渠道、常见认证要求、市场需求与竞争情况'}}, {'name': 'knowledge_base', 'arguments': {'query': '太阳能行业中东地区分销商客户画像、常见采购关注点、外贸跟进策略、报价与交付建议'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'cl... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [{'name': 'websearch', 'arguments': {'query': '东南亚 医疗器械 零售商 终端用户 采购趋势 监管要求 2026'}}, {'name': 'knowledge_base', 'arguments': {'query': '医疗器械 外贸 AI 助手 东南亚 零售商/终端用户 典型询盘画像 需求摘要 风险判断'}}], 'tool_dependency': {'required': True, 'tools_used': ['websearch', 'knowledge_base'], 'claims': [{'id': 'claim_001', 'cl... |
[
{
"content": "You are an information extraction assistant. Always output a SINGLE JSON object. The first field must be _tool_calls (JSON array). If external search is needed, fill _tool_calls with tool call objects. If all needed information is already provided, use empty _tool_calls: []. Then output the retrie... | {'_tool_calls': [], 'tool_dependency': {'required': False, 'tools_used': [], 'claims': [], 'reason': '当前为 tools_optional 模式，且输入已包含完整场景信息（行业、地区、买家类型、生成模式），无需外部检索即可生成外贸 AI 助手的完整对话轨迹与业务卡片。'}, 'blocks': [{'type': 'card', 'card': {'type': 'expert_insight', 'message': 'AI 专家判断：该询盘更像是非洲地区分销商的常规补货/渠道拓展需求，重点应放在价格竞争力、供货稳定性、装柜效率... |
End of preview. Expand in Data Studio
3000-Dataset-0626
Made with ❤️ using 🦥 Unsloth StudioGPT5.4-mini-fullrun-qwen-0625 was generated with Unsloth Recipe Studio. It contains 3,000 generated records.
🚀 Quick Start
from datasets import load_dataset
# Load the main dataset
dataset = load_dataset("FZSAMA/3000-dataset-0626", "data", split="train")
df = dataset.to_pandas()
📊 Dataset Summary
- 📈 Records: 3,000
- 📋 Columns: 2
📋 Schema & Statistics
| Column | Type | Column Type | Unique (%) | Null (%) | Details |
|---|---|---|---|---|---|
final_output |
string |
expression | 3000 (100.0%) | 0 (0.0%) | - |
⚙️ Generation Details
Generated with 7 column configuration(s):
expression: 1 column(s)
llm-structured: 1 column(s)
sampler: 4 column(s)
seed-dataset: 1 column(s)
📄 Full configuration available in builder_config.json and detailed metadata in metadata.json.
📚 Citation
If you use Data Designer in your work, please cite the project as follows:
@misc{nemo-data-designer,
author = {The NeMo Data Designer Team, NVIDIA},
title = {NeMo Data Designer: A framework for generating synthetic data from scratch or based on your own seed data},
howpublished = {\url{https://github.com/NVIDIA-NeMo/DataDesigner}},
year = 2026,
note = {GitHub Repository},
}
💡 About NeMo Data Designer
NeMo Data Designer is a general framework for generating high-quality synthetic data that goes beyond simple LLM prompting. It provides:
- Diverse data generation using statistical samplers, LLMs, or existing seed datasets
- Relationship control between fields with dependency-aware generation
- Quality validation with built-in Python, SQL, and custom local and remote validators
- LLM-as-a-judge scoring for quality assessment
- Fast iteration with preview mode before full-scale generation
For more information, visit: https://github.com/NVIDIA-NeMo/DataDesigner (pip install data-designer)
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