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AIEC-RAG---/AIEC-RAG/retriver/langsmith/json_langsmith/langsmith_full_20250912_003540.json
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{
"query": "混沌工程的定义是什么DataOps是什么",
"answer": "根据目前检索到的信息没有相关的段落信息或事件信息提供关于混沌工程或DataOps的具体描述。因此无法基于现有检索结果回答以下问题\n\n1. 混沌工程的定义是什么?\n2. DataOps是什么\n3. 混沌工程在实际应用中通常涉及哪些具体场景和案例?\n4. DataOps的核心目标和典型应用场景是什么\n\n建议进一步补充相关知识或扩展检索范围以获得完整答案。",
"query_complexity": {
"is_complex": true,
"complexity_level": "complex",
"confidence": 0.95,
"reason": "这是一个复杂查询,因为它包含了两个独立但相关的问题:'混沌工程的定义是什么?' 和 'DataOps是什么'。这两个问题分别涉及到软件工程和数据操作领域的专业术语,可能需要查找特定领域的资料或定义来回答。因此,为了提供准确且全面的答案,可能需要生成针对每个问题的子查询。"
},
"is_complex_query": true,
"retrieval_path": "complex_hipporag",
"iterations": 1,
"total_passages": 0,
"sub_queries": [
"混沌工程的定义是什么",
"DataOps是什么",
"混沌工程在实际应用中通常涉及哪些具体场景和案例?",
"DataOps的核心目标和典型应用场景是什么"
],
"decomposed_sub_queries": [
"混沌工程的定义是什么",
"DataOps是什么"
],
"initial_retrieval_details": {},
"sufficiency_check": {
"is_sufficient": false,
"confidence": 0.5,
"reason": "检索信息缺少对混沌工程和DataOps的详细定义和解释。",
"iteration": 1
},
"current_sub_queries": [],
"is_sufficient": false,
"all_documents": [],
"all_passages": [],
"passage_sources": [],
"pagerank_data_available": true,
"pagerank_summary": {},
"concept_exploration_results": {},
"exploration_round": 0,
"debug_info": {
"total_time": 12.280677080154419,
"retrieval_calls": 1,
"llm_calls": 7,
"langsmith_project": "api-20250912_003523",
"token_usage_summary": {
"has_llm": true,
"has_generator": true,
"last_call": {
"prompt_tokens": 221,
"completion_tokens": 96,
"total_tokens": 317
},
"total_usage": {
"prompt_tokens": 1245,
"completion_tokens": 162,
"total_tokens": 1407,
"call_count": 3
},
"model_name": "qwen-plus",
"has_last_usage": true,
"has_total_usage": true
},
"complexity_analysis": {
"is_complex": true,
"complexity_level": "complex",
"confidence": 0.95,
"reason": "这是一个复杂查询,因为它包含了两个独立但相关的问题:'混沌工程的定义是什么?' 和 'DataOps是什么'。这两个问题分别涉及到软件工程和数据操作领域的专业术语,可能需要查找特定领域的资料或定义来回答。因此,为了提供准确且全面的答案,可能需要生成针对每个问题的子查询。"
},
"debug_mode_analysis": {
"debug_mode": "0",
"debug_override": {},
"path_override_applied": false
},
"sufficiency_analysis": {
"final_sufficiency": false,
"sufficiency_check_details": {
"is_sufficient": false,
"confidence": 0.5,
"reason": "检索信息缺少对混沌工程和DataOps的详细定义和解释。",
"iteration": 1
},
"iteration_sufficiency_history": [],
"sufficiency_progression": {
"status": "no_sufficiency_checks"
}
},
"routing_analysis": {
"total_routing_decisions": 2,
"sub_query_generation_count": 0,
"parallel_retrieval_count": 0,
"pagerank_collection_count": 0
},
"concept_exploration_analysis": {
"exploration_enabled": false,
"exploration_rounds": 0,
"pagerank_nodes_analyzed": 0,
"successful_branches_total": 0,
"total_branches_attempted": 0
}
},
"iteration_history": [
{
"iteration": 0,
"query": "并行检索: 原始查询 + 2 个子查询",
"passages_count": 0,
"action": "retrieval"
},
{
"iteration": 0,
"action": "sufficiency_check",
"is_sufficient": false,
"confidence": 0.5,
"sub_queries_count": 0
},
{
"iteration": 1,
"action": "sufficiency_check",
"is_sufficient": false,
"confidence": 0.5,
"sub_queries_count": 0
},
{
"iteration": 1,
"action": "final_answer_generation",
"answer_length": 181
}
]
}