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0.1.1 暂存
2026-04-14 10:28:22 +08:00
Ë
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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0.1.1 暂存
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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0.1.1 暂存
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Text2SQL 多智能体编排器
�调 Schema Linker�SQL Generator�Validator 三个Agent
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SchemaManager)Ú
SchemaIndexer)ÚDeepSeekClientÚDeepSeekConfig)ÚExperienceSampleÚFewShotSelectorcóÔ—eZdZUdZeed<eed<ee¬«Z e
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
eed<ee¬«Z e
Enhance LLM integration by adding OpenAI client support and enabling dynamic routing between DeepSeek and OpenAI services. Update environment configuration to include LLM_SERVICE_CODE for service selection, and modify API server to accommodate new request parameters for language and model. Implement streaming response improvements for chat interactions, allowing for segmented SSE output. Update documentation and impact analysis to reflect these changes.
2026-04-16 09:15:01 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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ÚGenerationResultuSQL生æˆ�结果ÚsqlÚvalid)Údefault_factoryÚerrorsÚwarningsÚ tables_usedéÚattemptsNÚ reasoningÚmetadata)Ú__name__Ú
__module__Ú __qualname__Ú__doc__ÚstrÚ__annotations__Úboolr ÚlistrrrrrÚintrrÚdictrrÚany©óúbackend\agents\orchestrator.pyrrsw…áØ ƒHØ ƒKÙ¨dÔ3€FˆD�‰IÓ3Ù°Ô5€Hˆd�3‰iÓ5Ù"°4Ô8€K��c‘Ó8Ø€HˆcÓØ#€Iˆx˜‰}Ó#Ù$°TÔ:€Hˆd�3˜�8‰nÔ:r(rcóà—eZdZdZ d4dedeedeedeedede d e
Enhance LLM integration by adding OpenAI client support and enabling dynamic routing between DeepSeek and OpenAI services. Update environment configuration to include LLM_SERVICE_CODE for service selection, and modify API server to accommodate new request parameters for language and model. Implement streaming response improvements for chat interactions, allowing for segmented SSE output. Update documentation and impact analysis to reflect these changes.
2026-04-16 09:15:01 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
e
0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Enhance LLM integration by adding OpenAI client support and enabling dynamic routing between DeepSeek and OpenAI services. Update environment configuration to include LLM_SERVICE_CODE for service selection, and modify API server to accommodate new request parameters for language and model. Implement streaming response improvements for chat interactions, allowing for segmented SSE output. Update documentation and impact analysis to reflect these changes.
2026-04-16 09:15:01 +08:00
fd2„Z"defd3„Z#y)<ÚText2SQLOrchestratoruã
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
Text2SQL 多智能体编排器
Enhance LLM integration by adding OpenAI client support and enabling dynamic routing between DeepSeek and OpenAI services. Update environment configuration to include LLM_SERVICE_CODE for service selection, and modify API server to accommodate new request parameters for language and model. Implement streaming response improvements for chat interactions, allowing for segmented SSE output. Update documentation and impact analysis to reflect these changes.
2026-04-16 09:15:01 +08:00
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
工作�程：
1. 粗筛候选表
2. Schema Linker：LLM 精筛表
0.1.1 暂存
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3. 外键扩展 → 拼 Schema �集
4. SQL Generator：生� SQL
5. Validator：验� SQL
NÚschema_managerÚ
Enhance LLM integration by adding OpenAI client support and enabling dynamic routing between DeepSeek and OpenAI services. Update environment configuration to include LLM_SERVICE_CODE for service selection, and modify API server to accommodate new request parameters for language and model. Implement streaming response improvements for chat interactions, allowing for segmented SSE output. Update documentation and impact analysis to reflect these changes.
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llm_clientÚdeepseek_api_keyÚdeepseek_configÚvector_db_pathÚ max_retryÚuse_vector_searchÚfewshot_enabledÚfewshot_samples_pathÚ
0.1.1 暂存
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fewshot_top_kÚfewshot_min_ratingÚtranslate_english_to_zhc
óX—||_||_||_| |_|�||_n-|rt |«|_nt t
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| |_ d|_ |jr  tjdd«j«dv}
Enhance impact analysis and configuration for vector persistence and API integration. Update main.spec to clarify data handling for ChromaDB, ensuring vector directories are excluded from packaging. Modify Text2SQLOrchestrator to unify question normalization for consistent SQL generation across languages. Introduce SchemaIndexer improvements for persistent vector storage and optimize embedding retrieval processes. Update documentation and comments for clarity on configuration changes and behavior adjustments.
2026-04-15 11:25:19 +08:00
| �t!| «j#«}n.tjd«}|�|j#«}n|
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
| ›�«d|_t&j)d|›d|›�|jrdndz|jr dz«ydz«y#t*$r*}t&j-d |›d �«d
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Enhance dialog context handling for Text2SQL queries by integrating session history. Introduce new methods for summarizing previous assistant messages and determining if the last interaction was a data query. Update environment configuration for embedding options and improve error handling in SQL generation. Add user-facing delivery messages for successful SQL execution. This update supports more coherent follow-up questions and improves user experience in conversational interactions.
2026-04-14 18:02:12 +08:00
�始化编排器
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
Enhance impact analysis and configuration for vector persistence and API integration. Update main.spec to clarify data handling for ChromaDB, ensuring vector directories are excluded from packaging. Modify Text2SQLOrchestrator to unify question normalization for consistent SQL generation across languages. Introduce SchemaIndexer improvements for persistent vector storage and optimize embedding retrieval processes. Update documentation and comments for clarity on configuration changes and behavior adjustments.
2026-04-15 11:25:19 +08:00
Args:
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
schema_manager: Schema管�器实例
llm_client: �选：外部传入的 LLM Client（需具备 chat/chat_with_json 等方法）。
Enhance dialog context handling for Text2SQL queries by integrating session history. Introduce new methods for summarizing previous assistant messages and determining if the last interaction was a data query. Update environment configuration for embedding options and improve error handling in SQL generation. Add user-facing delivery messages for successful SQL execution. This update supports more coherent follow-up questions and improves user experience in conversational interactions.
2026-04-14 18:02:12 +08:00
deepseek_api_key: DeepSeek API密钥（也�通过环境��DEEPSEEK_API_KEY）
deepseek_config: DeepSeek�置对象（优先于api_key）
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
vector_db_path: ��数�库路径
max_retry: 最大�试次数（包�首次生�）
加入日志管理
2026-04-16 10:53:10 +08:00
use_vector_search: 是�使用��检索粗筛
0.1.1 暂存
2026-04-14 10:28:22 +08:00
translate_english_to_zh: 为 True 时（默认）对**所有**�空问��一次 LLM 归一（temperature=0），
输出一�标准中文供检索与生�；使�一语义的中英文表述对�，从而 SQL 一致。为 False 时
��归一（原样英文/中文）。环境�� ``TRANSLATE_EN_TO_ZH=false`` �关闭。
N)Úapi_keyÚFEWSHOT_USE_CHROMAÚfalse©Ú1ÚtrueÚyesÚFEWSHOT_DATA_PATHÚz$./data/experiences/all_samples.jsonluFew-shotå·²å�¯ç”¨: top_k=z
, min_rating=uFew-shot加载失败: u，将使用标准生æˆ�Fu4[OK] Text2SQLOrchestratoråˆ�始化完æˆ�: max_retry=z, use_vector_search=z , fewshot=onu, nl→zh_norm=onu, nl→zh_norm=off)r,r1r2r7Údeepseekr r
Ú
_vector_indexÚ_vector_db_pathr3r5r6Úfewshot_selectorÚosÚgetenvÚlowerr ÚstriprÚloggerÚinfoÚ ExceptionÚwarningÚ_last_fewshot_golden)Úselfr,r-r.r/r0r1r2r3r4r5r6r7Ú
use_chromaÚpathÚenv_pÚes r)Ú__init__zText2SQLOrchestrator.__init__,sÔ€ð>-ˆÔØ"ˆŒØ!2ˆÔØ'>ˆÔ$ð Ð !Ø&ˆD�MáÜ .¨Ó ?�•
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
ä .¬~ÐFVÔ/WÓ X�”
ð7;ˆÔØ-ˆÔð /ˆÔØ*ˆÔØ"4ˆÔØ $ˆÔà × Ò ð
加入日志管理
2026-04-16 10:53:10 +08:00
-ÜŸY™YÐ';¸WÓE×KÑKÓMðRð�
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
ð
(Ð3ÜÐ3Ó4×:Ñ:Ó<‘DäŸI™IÐ&9Ó:�EØÐ(Ø$Ÿ{™{›}™ñ&0™rÐ5[˜Ü(7¸º ÀÓ(E�Ô%Ü— ‘ Ø/°
加入日志管理
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¨ð?"Ø"4Ð!5ð7ôðBFˆÔ!ä� ‰ ðØ"˜ Ð#7Ð8IÐ7Jð
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
@ð'+×&BÒ&BÐ"ñ
加入日志管理
2026-04-16 10:53:10 +08:00
^õ
0.1.1 暂存
2026-04-14 10:28:22 +08:00
ðI]ñ
^õ
øôò
加入日志管理
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-Ü—‘Ð!7¸°sÐ:RÐSÔTØ',�×$Ñ$ûð
0.1.1 暂存
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-ús BE6Å6 F)Å? F$Æ$F)Údialog_contextÚquestionÚmax_lenÚreturncó—|xsdj«}|xsdj«}|s|Sd|z}t|«t|«z|kr||zS|t|«z
加入日志管理
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}|dkr|| dS|d|j«|zS)uN拼接上文与当å‰�é—®å�¥ï¼ŒæŽ§åˆ¶æ€»é•¿ï¼Œä¼˜å…ˆä¿�留当å‰�é—®å�¥å®Œæ•´ã€‚rAõ
0.1.1 暂存
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�当�用户问题】
éPN)rIÚlenÚrstrip)rUrVrWÚdcÚqÚtailÚrooms r)Ú_merge_dialog_for_modelz,Text2SQLOrchestrator._merge_dialog_for_model†s—€ð
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阶段1：粗筛（��检索）
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
Args:
0.1.1 暂存
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question: 用户问题
加入日志管理
2026-04-16 10:53:10 +08:00
top_k: 返回�K个候选表
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
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Returns:
0.1.1 暂存
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候选表�列表
u6[Orchestrator] å�‘é‡�æ�œç´¢å·²ç¦�用，使用所有表uB[Orchestrator] 开始å�‘é‡�检索: query_chars=%s query_preview=%rrANéÈõ…gš™™™™™¹?)ÚqueryriÚscore_thresholdÚ
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
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table_nameéÚscoreçéuJ[Orchestrator] å�‘é‡�ç²—ç­›: 命中=%s 张（阈值内），表å��+分: %su#[Orchestrator] å�‘é‡�检索失败: u，é™�级为使用所有表T)Úexc_infor)r2rJrKr,Ú list_tablesrhÚensure_index_for_schemar\ÚsearchÚminÚroundÚfloatÚgetrLÚerrorÚ tracebackÚ
0.1.1 暂存
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format_exc)
rOrVriÚindexerÚresultsÚrÚcandidate_tablesÚscoredrSr}s
r)Ú_coarse_filterz#Text2SQLOrchestrator._coarse_filter£s³€ð×%Ò%ä �K‰KÐPÔ QØ×&Ñ&×2Ñ2Ó4Ð 4ð! 5Ø×,Ñ,Ó.ˆGØ × +Ñ +¨D×,?Ñ,?Ô @ô
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
ð
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
E Å F8ÅAF3Æ-F8Æ3F8r‚Ú
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
max_tablesc óê—g}|D]G}|jj|«}|sŒ!|jxsd}|jd|›d|›�«ŒIdj |«}|j
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阶段2：LLM精筛（Schema Linker Agent）
Args:
question: 用户问题
candidate_tables: 候选表列表
max_tables: 最多选择的表数
Returns:
(相关表列表, 推��由)
u æ— æ��è¿°ú- z: Ú
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table_listÚrelevant_tablesrrANuALLM精筛选中表：%s | reasoning_chars=%s reasoning_preview=%riXrl) r,Ú get_tableÚcommentÚappendÚjoinrBÚ
select_tablesr{rIrJrKr\)
rOrVr‚r…Ú table_infosÚtbl_nameÚtablerŒÚtable_list_strÚresponserŠrÚrss
r)Ú_llm_select_tablesz'Text2SQLOrchestrator._llm_select_tablesÚs €ð$ˆ Û(ˆHØ×'Ñ'×1Ñ1°(Ó;ˆEÚØŸ-™-Ò6¨;�Ø×"Ñ" R¨ z°°G°9Ð#=Õ>ð )ð Ÿ™ ;Ó/ˆð—=‘=×.Ñ.ØØ%ð/ó
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2026-04-14 10:28:22 +08:00
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Enhance dialog context handling for Text2SQL queries by integrating session history. Introduce new methods for summarizing previous assistant messages and determining if the last interaction was a data query. Update environment configuration for embedding options and improve error handling in SQL generation. Add user-facing delivery messages for successful SQL execution. This update supports more coherent follow-up questions and improves user experience in conversational interactions.
2026-04-14 18:02:12 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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Enhance dialog context handling for Text2SQL queries by integrating session history. Introduce new methods for summarizing previous assistant messages and determining if the last interaction was a data query. Update environment configuration for embedding options and improve error handling in SQL generation. Add user-facing delivery messages for successful SQL execution. This update supports more coherent follow-up questions and improves user experience in conversational interactions.
2026-04-14 18:02:12 +08:00
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2026-04-14 10:28:22 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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Enhance dialog context handling for Text2SQL queries by integrating session history. Introduce new methods for summarizing previous assistant messages and determining if the last interaction was a data query. Update environment configuration for embedding options and improve error handling in SQL generation. Add user-facing delivery messages for successful SQL execution. This update supports more coherent follow-up questions and improves user experience in conversational interactions.
2026-04-14 18:02:12 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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2026-04-14 10:28:22 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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Enhance dialog context handling for Text2SQL queries by integrating session history. Introduce new methods for summarizing previous assistant messages and determining if the last interaction was a data query. Update environment configuration for embedding options and improve error handling in SQL generation. Add user-facing delivery messages for successful SQL execution. This update supports more coherent follow-up questions and improves user experience in conversational interactions.
2026-04-14 18:02:12 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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Enhance dialog context handling for Text2SQL queries by integrating session history. Introduce new methods for summarizing previous assistant messages and determining if the last interaction was a data query. Update environment configuration for embedding options and improve error handling in SQL generation. Add user-facing delivery messages for successful SQL execution. This update supports more coherent follow-up questions and improves user experience in conversational interactions.
2026-04-14 18:02:12 +08:00
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加入日志管理
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2026-04-14 10:28:22 +08:00
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Enhance dialog context handling for Text2SQL queries by integrating session history. Introduce new methods for summarizing previous assistant messages and determining if the last interaction was a data query. Update environment configuration for embedding options and improve error handling in SQL generation. Add user-facing delivery messages for successful SQL execution. This update supports more coherent follow-up questions and improves user experience in conversational interactions.
2026-04-14 18:02:12 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Enhance dialog context handling for Text2SQL queries by integrating session history. Introduce new methods for summarizing previous assistant messages and determining if the last interaction was a data query. Update environment configuration for embedding options and improve error handling in SQL generation. Add user-facing delivery messages for successful SQL execution. This update supports more coherent follow-up questions and improves user experience in conversational interactions.
2026-04-14 18:02:12 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Enhance dialog context handling for Text2SQL queries by integrating session history. Introduce new methods for summarizing previous assistant messages and determining if the last interaction was a data query. Update environment configuration for embedding options and improve error handling in SQL generation. Add user-facing delivery messages for successful SQL execution. This update supports more coherent follow-up questions and improves user experience in conversational interactions.
2026-04-14 18:02:12 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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Enhance dialog context handling for Text2SQL queries by integrating session history. Introduce new methods for summarizing previous assistant messages and determining if the last interaction was a data query. Update environment configuration for embedding options and improve error handling in SQL generation. Add user-facing delivery messages for successful SQL execution. This update supports more coherent follow-up questions and improves user experience in conversational interactions.
2026-04-14 18:02:12 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Enhance dialog context handling for Text2SQL queries by integrating session history. Introduce new methods for summarizing previous assistant messages and determining if the last interaction was a data query. Update environment configuration for embedding options and improve error handling in SQL generation. Add user-facing delivery messages for successful SQL execution. This update supports more coherent follow-up questions and improves user experience in conversational interactions.
2026-04-14 18:02:12 +08:00
SQL生�（SQL Generator Agent）
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Args:
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
question: 用户问题
schema_str: Schema�述字符串
dialect: SQL方言
Enhance dialog context handling for Text2SQL queries by integrating session history. Introduce new methods for summarizing previous assistant messages and determining if the last interaction was a data query. Update environment configuration for embedding options and improve error handling in SQL generation. Add user-facing delivery messages for successful SQL execution. This update supports more coherent follow-up questions and improves user experience in conversational interactions.
2026-04-14 18:02:12 +08:00
validation_feedback: �空时附加到用户�示（�试时传入上次校验错误）
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
dialog_context: �几轮对�摘�；与 ``question`` 一并供指代消解与续问。
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Enhance dialog context handling for Text2SQL queries by integrating session history. Introduce new methods for summarizing previous assistant messages and determining if the last interaction was a data query. Update environment configuration for embedding options and improve error handling in SQL generation. Add user-facing delivery messages for successful SQL execution. This update supports more coherent follow-up questions and improves user experience in conversational interactions.
2026-04-14 18:02:12 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
0.1.1 暂存
2026-04-14 10:28:22 +08:00
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u?已注入 %s 个 few-shot 示例: qid=%s question_zh_preview=%rr[rluFew-shot检索失败: rÒrÓu–ã€�对è¯�上文】（用于ç�†è§£ã€Œè¿™/é‚£/å�Œæ ·/上é�¢/刚æ‰�ã€�等指代å�Šç»­é—®æ�¡ä»¶ï¼›è¯·ç»“å�ˆä¸‹æ–‡ã€Œå½“å‰�用户问题ã€�生æˆ� SQL。）
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
�上次校验未通过】请根�下列错误修正 SQL，并输出完整�执行查询；表��列�必须与「当�Schema�中完全一致，��臆造字段�。
加入日志管理
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rÙrÚrÜr·rÝrÞrßràrárâu生æˆ�çš„SQL（chars=%s）:
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Enhance dialog context handling for Text2SQL queries by integrating session history. Introduce new methods for summarizing previous assistant messages and determining if the last interaction was a data query. Update environment configuration for embedding options and improve error handling in SQL generation. Add user-facing delivery messages for successful SQL execution. This update supports more coherent follow-up questions and improves user experience in conversational interactions.
2026-04-14 18:02:12 +08:00
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2026-04-14 10:28:22 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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2026-04-16 10:53:10 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
Args:
Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
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dialog_context: 会�上文；探针 0 时与 question 一并传入说明模型
0.1.1 暂存
2026-04-14 10:28:22 +08:00
Returns:
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Enhance SQL generation and streaming capabilities in the API server. Introduce optional parameters for streaming throttle and SQL stream granularity in NLChatRequest. Implement new functions for iterating SQL generation content pieces and adjusting streaming behavior based on user-defined settings. Update prompts for few-shot SQL adaptation and improve logging for SQL generation processes. Refactor orchestrator methods to support streaming responses and integrate few-shot SQL conditions. Update impact analysis documentation to reflect these changes.
2026-04-16 13:48:44 +08:00
æ•°æ�®åº“返回：u7未é…�ç½® database_url，已跳过数æ�®åº“执行探针)rrr)rr×rzunknown_table:zunknown_column:rTrÚ suggestionsu优化建议：u/LLM验è¯�失败（é™�级为仅程åº�验è¯�）: u½ã€�库探针结果：0 行】该 SQL 已在数æ�®åº“æˆ�功执行，但**返回数æ�®è¡Œæ•°ä¸º 0**（未查到匹é…�记录）。下方已附带完整 SQL 与原因分æž�，请一并阅读。rArZ)rVrr×u
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