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AIEC-RAG/retriver/langsmith/json_langsmith/langsmith_full_20250912_003352.json
2025-09-24 09:29:12 +08:00

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{
"query": "混沌工程的定义是什么DataOps是什么",
"answer": "根据当前检索结果未找到与“混沌工程的定义”“DataOps的定义”以及相关应用场景等主题相关的段落信息和事件信息。因此暂时无法提供基于检索内容的完整答案。请提供更多背景信息或尝试重新查询。",
"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两个不同的主题混沌工程的定义和DataOps的定义。这两个主题分别属于不同的领域需要生成两个子查询来单独回答。"
},
"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",
"混沌工程在软件开发中起到什么作用?",
"DataOps在数据管理和分析中有哪些应用场景"
],
"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'混沌工程的定义'和'DataOps是什么'的具体描述,需要提供这两者的基本概念、目的、应用等方面的信息以完整回答用户的查询。",
"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": 11.26574182510376,
"retrieval_calls": 1,
"llm_calls": 7,
"langsmith_project": "api-20250912_003335",
"token_usage_summary": {
"has_llm": true,
"has_generator": true,
"last_call": {
"prompt_tokens": 218,
"completion_tokens": 54,
"total_tokens": 272
},
"total_usage": {
"prompt_tokens": 1239,
"completion_tokens": 117,
"total_tokens": 1356,
"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两个不同的主题混沌工程的定义和DataOps的定义。这两个主题分别属于不同的领域需要生成两个子查询来单独回答。"
},
"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'混沌工程的定义'和'DataOps是什么'的具体描述,需要提供这两者的基本概念、目的、应用等方面的信息以完整回答用户的查询。",
"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": 96
}
]
}