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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
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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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DeepSeek API 客户端�装
支��步/异步调用，与CAMEL AI兼容
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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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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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extra_headers)Ú__name__Ú
0.1.1 暂存
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__module__Ú __qualname__Ú__doc__ÚstrÚ__annotations__rrrÚfloatrÚintrrrrrrr©óúbackend\llm\deepseek_client.pyrrss…áØ
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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DeepSeek API 客户端（�步）
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ÚconfigcóÒ—||_t|j|j|j¬«|_t jd|j›d|j›�«y)N©rrru$[OK] DeepSeekClientåˆ�始化: model=z , base_url=) r)r rrrÚclientÚloggerÚinfor©Úselfr)s r&Ú__init__zDeepSeekClient.__init__'s]€ØˆŒ ôØ—N‘NØ—_‘_Ø—N‘Nô
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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messages: 消�列表，格�为 [{"role": "user", "content": "..."}, ...]
**kwargs: 覆盖默认�数的�外�数
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ChatCompletionMessage对象（包�.role和.content属性）
0.1.1 暂存
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prompt_tokensÚcompletion_tokensÚ total_tokensÚ ExceptionÚerror)r0r2ÚkwargsÚparamsÚresponser;r<Úes r&r7zDeepSeekClient.chat6s•€ð"—[‘[×+Ñ+Ø Ø!Ÿ:™: m°T·[±[×5LÑ5LÓMØ Ÿ*™* \°4·;±;×3IÑ3IÓJØ—Z‘Z ¨¯©×):Ñ):Ó;Ø!'§¡Ø# T§[¡[×%BÑ%Bó"ð!'§
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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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���天：按 completion 增�产出文本片段（与 chat ��，固定 stream=True）。
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Args:
messages: 消�列表
**kwargs: �外�数
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:
解��的JSON字典
0.1.1 暂存
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z```jsonéú```éu'JSON解æž�失败，返回原始内容: T)Ú_json_decode_failedÚ raw_contentN) r7rIÚstripÚfindÚjsonÚloadsÚJSONDecodeErrorr-Úwarning)r0r2rCr;rIÚstartÚendrFs r&Úchat_with_jsonzDeepSeekClient.chat_with_json�s÷€ð�$—)‘)˜HÑ/¨Ñ/ˆØ—/‘/×'Ñ'Ó)ˆð Ià˜GÑ#àŸ ™  YÓ/°!Ñ3�Ø—l‘l 5¨%Ó0�Ø! %¨Ð,×2Ñ2Ó4‘ؘ'Ñ!àŸ ™  UÓ+¨aÑ/�Ø—l‘l 5¨%Ó0�Ø! %¨Ð,×2Ñ2Ó4�ä—:‘:˜gÓ&Ð &øÜ×#Ñ#ò IÜ �N‰NÐDÀQÀCÐHÔ Ià+/ÀÑHÕ Hûð Iús¯BB?Â?C9ÃC4Ã.C9Ã4C9ÚpromptÚschemaÚdialectc óè—ddlm}m}d|dœd|j|||¬«dœg}|j dd«|j d d
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
便�方法：生�SQL
0.1.1 暂存
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Args:
prompt: 用户问题
schema: Schema�述
dialect: SQL方言（默认 T-SQL / SQL Server）
**kwargs: �外�数
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
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Returns:
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
SQL字符串
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
r)ÚSQL_GENERATOR_SYSTEMÚSQL_GENERATOR_USERÚsystem©ÚrolerIÚuser)r^Úquestionr_rrrçð?z```sqlérPrQ) Úconfig.promptsrarbÚformatÚ
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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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便�方法：验�SQL
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
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Args:
sql: SQL语�
schema: Schema�述
**kwargs: �外�数
Returns:
验�结果字典
r)ÚVALIDATOR_SYSTEMÚVALIDATOR_USERrcrdrf)rnr^rrrrh)rjrprqrkrlr\)r0rnr^rCrprqr2s r&Ú validate_sqlzDeepSeekClient.validate_sqlèso€÷" DðÐ*:Ñ ;àØ)×0Ñ0°SÀÐ0ÓHñ
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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
j
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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
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库探针为 0（执行�功但结果行数为 0）时，生���用户的中文补充说明，引导用户完善问题。
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
r)ÚEMPTY_RESULT_FEEDBACK_SYSTEMÚEMPTY_RESULT_FEEDBACK_USERÚNrcrdrfõ(æ— ))rgrnr^gš™™™™™Ù?é)rr)rjrurvrkr7rIrT) r0rgrnr^rsrCrurvÚ schema_snipr2ÚmsgÚtexts r&Úempty_result_user_feedbackz)DeepSeekClient.empty_result_user_feedbacks�€÷ \à’| Ð%6Ð&6Ð7ˆ àÐ*FÑ GàØ5×<Ñ<Ø%Ò0¨ØØ&ð=óñ
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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

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max_sql_charsr~c ó¼—ddlm}m}|xsdj«xsd}|xsdj«}t |«|kDr|d|dz
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 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
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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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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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库探针为 1（执行�功且至少一行数�）时，生���用户的简短交付说明。
0.1.1 暂存
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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
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ˆð ×ј-¨Ô-Ø×ј' 3Ô'Ø×ј,¨Ô,؈d�i‰i˜Ñ+ FÑ+ˆØ— ‘ Ò!˜r×(Ñ(Ó*Ð*r%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.
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table_listc ó¶—ddlm}m}d|dœd|j||¬«dœg}|j dd«|j d d
0.1.1 暂存
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便�方法：选择相关表
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.
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question: 用户问题
table_list: �用表列表字符串
**kwargs: �外�数
0.1.1 暂存
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Returns:
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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包�relevant_tables和reasoning的字典
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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