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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +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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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +08:00
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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
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2026-04-16 10:53:10 +08:00
FastAPI �务入� - Text2SQL NL Chat API
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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 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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Refactor embedding configuration to remove local model support, transitioning to a unified remote API approach. Update environment variables and documentation accordingly. Enhance error handling in the orchestrator and related modules to reflect these changes. This update simplifies the embedding process and improves overall system reliability.
2026-04-15 09:49:18 +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
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加入日志管理
2026-04-16 10:53:10 +08:00
lite_nl_store)Ú DialogIntentÚclassify_dialog)Úlast_assistant_was_data_queryÚmessages_to_text2sql_contextÚis_likely_follow_upcóì—ddl}tj«dz }|j«r|St |dd«r6t |d«r*t|j «dz }|j«r|St |dd«r8t|j«j}|dz }|j«r|S|Stt«j«j}|dz }|j«r|S|S)u-查找 .env 文件，支æŒ�多ç§�è¿�行环境rNz.envÚfrozenFÚ_MEIPASS) ÚsysrÚcwdÚexistsÚgetattrÚhasattrr%Ú
0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Refactor embedding configuration to remove local model support, transitioning to a unified remote API approach. Update environment variables and documentation accordingly. Enhance error handling in the orchestrator and related modules to reflect these changes. This update simplifies the embedding process and improves overall system reliability.
2026-04-15 09:49:18 +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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Refactor embedding configuration to remove local model support, transitioning to a unified remote API approach. Update environment variables and documentation accordingly. Enhance error handling in the orchestrator and related modules to reflect these changes. This update simplifies the embedding process and improves overall system reliability.
2026-04-15 09:49:18 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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加入日志管理
2026-04-16 10:53:10 +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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Refactor embedding configuration to remove local model support, transitioning to a unified remote API approach. Update environment variables and documentation accordingly. Enhance error handling in the orchestrator and related modules to reflect these changes. This update simplifies the embedding process and improves overall system reliability.
2026-04-15 09:49:18 +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
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Refactor SQL streaming behavior in API server to default to LLM native delta transmission without secondary splitting. Update NLChatRequest to clarify optional parameters for SQL stream granularity and streaming throttle. Adjust _sse_stream_text_chunks and _chat_stream_events methods to streamline content handling and improve performance. Revise impact analysis documentation to reflect these changes.
2026-04-16 14:29:24 +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
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Refactor SQL streaming behavior in API server to default to LLM native delta transmission without secondary splitting. Update NLChatRequest to clarify optional parameters for SQL stream granularity and streaming throttle. Adjust _sse_stream_text_chunks and _chat_stream_events methods to streamline content handling and improve performance. Revise impact analysis documentation to reflect these changes.
2026-04-16 14:29:24 +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
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Refactor SQL streaming behavior in API server to default to LLM native delta transmission without secondary splitting. Update NLChatRequest to clarify optional parameters for SQL stream granularity and streaming throttle. Adjust _sse_stream_text_chunks and _chat_stream_events methods to streamline content handling and improve performance. Revise impact analysis documentation to reflect these changes.
2026-04-16 14:29:24 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Refactor SQL streaming behavior in API server to default to LLM native delta transmission without secondary splitting. Update NLChatRequest to clarify optional parameters for SQL stream granularity and streaming throttle. Adjust _sse_stream_text_chunks and _chat_stream_events methods to streamline content handling and improve performance. Revise impact analysis documentation to reflect these changes.
2026-04-16 14:29:24 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Refactor SQL streaming behavior in API server to default to LLM native delta transmission without secondary splitting. Update NLChatRequest to clarify optional parameters for SQL stream granularity and streaming throttle. Adjust _sse_stream_text_chunks and _chat_stream_events methods to streamline content handling and improve performance. Revise impact analysis documentation to reflect these changes.
2026-04-16 14:29:24 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Refactor SQL streaming behavior in API server to default to LLM native delta transmission without secondary splitting. Update NLChatRequest to clarify optional parameters for SQL stream granularity and streaming throttle. Adjust _sse_stream_text_chunks and _chat_stream_events methods to streamline content handling and improve performance. Revise impact analysis documentation to reflect these changes.
2026-04-16 14:29:24 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Refactor SQL streaming behavior in API server to default to LLM native delta transmission without secondary splitting. Update NLChatRequest to clarify optional parameters for SQL stream granularity and streaming throttle. Adjust _sse_stream_text_chunks and _chat_stream_events methods to streamline content handling and improve performance. Revise impact analysis documentation to reflect these changes.
2026-04-16 14:29:24 +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
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +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
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2026-04-16 10:53:10 +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
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +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
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +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
reportPathÚparams)rRrSrTrr¹rƒrºr»r�r€r‹r’r¼r½r¾rfr6r4r¸r¸çsm…Ù˜#Ð+DÔE€HˆcÓEØ€Dˆ#ƒNØ€Dˆ-ÓØ!€Gˆ]Ó!Ø$(€N�MÓ(Ø€CˆÓØ!%€K�Ó%Ø€Dˆ-ÓØ $€J�
Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +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
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +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
chunk_sizec óÞK—|sytd|xst«}tdt|«|«D]7}t |d||||zdœ«­–—t j d«ƒd{–—†Œ9y7Œ­w)uI将长文本拆æˆ�多段 SSE，便于æµ�览器é€�段渲染（æµ�å¼�）。Nérr±©ÚstageÚ stream_kindr±)ÚmaxÚ_DEFAULT_SSE_CHUNK_CHARSÚrangeÚlenrÆÚasyncioÚsleep)rÍr±rÉÚsizeÚis r4Ú_sse_stream_text_chunksr×üssèø€ñ ØÜ ˆq�*Ò8Ô 8Ó 9€DÜ
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +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
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +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
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +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
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +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
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +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
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Implement follow-up detection in dialog context to prevent context pollution in multi-topic conversations. Introduce is_likely_follow_up function to determine when to inject session history based on user input. Adjust _load_session_text2sql_context to conditionally include context based on follow-up status, enhancing SQL generation accuracy. Update relevant API endpoints to pass user text for improved context handling.
2026-04-15 17:33:07 +08:00
这里统一映射到真实模型�（openai/deepseek �自�用的 model id）。
r£NrôrõÚ z--)ú gpt-4o-miniz
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
gpt4o-minirÿrÿ)úgpt-4oÚgpt4or)ú deepseek-v3Ú
Refactor SQL streaming behavior in API server to default to LLM native delta transmission without secondary splitting. Update NLChatRequest to clarify optional parameters for SQL stream granularity and streaming throttle. Adjust _sse_stream_text_chunks and _chat_stream_events methods to streamline content handling and improve performance. Revise impact analysis documentation to reflect these changes.
2026-04-16 14:29:24 +08:00
deepseekv3z
Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +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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Implement follow-up detection in dialog context to prevent context pollution in multi-topic conversations. Introduce is_likely_follow_up function to determine when to inject session history based on user input. Adjust _load_session_text2sql_context to conditionally include context based on follow-up status, enhancing SQL generation accuracy. Update relevant API endpoints to pass user text for improved context handling.
2026-04-15 17:33:07 +08:00
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +08:00
€CÙ ØØ � ‰ ‹ ×ÑÓ€AØ � ‰ �#�sÓ×#Ñ# C¨Ó-€AØ
0.1.1 暂存
2026-04-14 10:28:22 +08:00
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�I‰I�d˜CÓ ˆð �!Š)ð Ð 8Ñ8ØØÐ ÑØð Ð YÑYØØÐ 2Ñ2Øˆà €Jr6cóâ—|xsdj«j«}|r|dvr|S|dvryd|vry|xsdj«j«}|rd|vry|jd«ryy)Nr£)rärã)råÚchatgpträrãrå)rdr`rê)rxÚ
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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
Ð#Ñ #ØØ ˜Ñ Øà Ò �r× Ñ Ó"×(Ñ(Ó*€AÙØ ˜‰?ØØ �<‰<˜Ô ØØ r6cób—ttjd«xsdj««S)NÚOPENAI_API_KEYr£©r�rUrVrdrfr6r4réré}s%€Ü ”—‘Ð+Ó,Ò2°×9Ñ9Ó;Ó <Ð<r6cób—ttjd«xsdj««S)Nr<r£r
rfr6r4rèrè�s%€Ü ”—‘Ð-Ó.Ò4°"×;Ñ;Ó=Ó >Ð>r6có"—|dk(r y|dk(r y y)NrózÎHello, I'm the Text2SQL assistant.
Describe what you want to query or aggregate in natural language (e.g., available balance of an account; summarize unsettled trades by broker).
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
Type quit or exit to leave.ròuØ您好，我是業務庫 Text2SQL 助手。
請用自然語言�述�查詢或統計的內容（例如：查詢�帳戶�用餘��按經紀商匯總未�算交易筆數）。
Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +08:00
輸入 quit 或 exit å�¯é€€å‡ºã€‚uØ您好，我是业务库 Text2SQL 助手。
0.1.1 暂存
2026-04-14 10:28:22 +08:00
请用自然语言�述�查询或统计的内容（例如：查询�账户�用余��按�纪商汇总未结算交易笔数）。
Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +08:00
输入 quit 或 exit å�¯é€€å‡ºã€‚rf©rzs r4Ú_localized_conversation_replyr…s2€Ø�DÒð
0.1.1 暂存
2026-04-14 10:28:22 +08:00
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ð ,ðr6có—|dk(ry|dk(ryy)Nróz=Please enter a concrete business query, or type quit to exit.ròu?請輸入具體的業務查詢å•�題，或輸入 quit 退出。u?请输入具体的业务查询问题，或输入 quit 退出。rfr
s r4Ú_localized_empty_input_replyr›s€Ø�DÒØNØ�DÒØPØ Lr6có—|dk(ry|dk(ryy)NróÚEnglishròzTraditional ChinesezSimplified Chineserfr
s r4Ú _lang_labelr£s€Ø�DÒØØ�DÒØ$Ø r6cƒó2‡‡K—|xsdj«}|s|S|dvr|St|«}dd|›d�dœd|dœgŠd ˆˆfd„ } tj|«ƒd {–—†}|xs|S7Œ
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将“说明类�文本翻译到 lang_code（仅用于 sql_delivery_message / db_empty_feedback / sql_explain）。
zh 直接返回；en/tc 使用 LLM 翻译（短输出，��引入格�）。
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£)ryrñÚsystemzAYou are a translation assistant.
Translate the following text to z³.
Rules:
- Keep the meaning identical; do not add new information.
- Keep SQL keywords/code unchanged if present.
- Output plain text only (no Markdown, no code fences, no JSON).
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
)Úroler±Úusercó~•—‰jj‰ddd¬«}|jxsdj«S)NçrÚi@)rZÚtop_pÚmax_completion_tokensr£)rãÚchatr±rd)r¤ÚmessagesÚorchs €€r4Ú_callz&_translate_explain_text.<locals>._callÊs9ø€Ø�m‰m× Ñ  °sÀ#Ð]`Ð ÓaˆØ— ‘ Ò!˜r×(Ñ(Ó*Ð*r6Nz%[API] explain translation skipped: %s)Úreturnru)rdrrÓÚ to_threadÚ ExceptionrkÚwarning) rÚtextrzÚtÚtargetrÚoutÚers ` @r4Ú_translate_explain_textr)«sºùèø€ð
Š�×ÑÓ€A٠؈ Ø�NÑ"؈ Ü
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2026-04-16 10:53:10 +08:00
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +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
€Hö+ðÜ×%Ñ% eÓ,×,ˆØŠ{�dÐð-ùä òÜ�‰Ð>ÀÔBØ� ûðüsG„?BÁA)ÁA'Á A)Á&BÁ'A)Á) BÁ2B BÂ
加入日志管理
2026-04-16 10:53:10 +08:00
BÂBÂBcólK—t|j«}t|j|«}t |j
«}|duxs |duxs|dk(}|s|­–—yddlm}d}|€|��
Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
|}|dk(r+t«s!t«rtjd«d}|dk(r+t«s!t«rtjd«d}i} |�ž|xsd j«j«dk(r!d|j«j«vrnX|xsd j«j«dk(r.|j«j«jd
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|_| �t%|d «r| |_wwwxYw7Œ,#1ƒd{–—†7swYyxYw­w)u—
若请求传 service_code / model，则临时覆盖 orchestrator.deepseek；
使用����一时刻仅一个请求修改该引用。
Nrór)Úcreate_llm_clientrãz<[API] deepseek requested but key missing, fallback to openairäz<[API] openai requested but key missing, fallback to deepseekr£rårÚtranslate_english_to_zhF)rærXrçrxrürzÚ
llm.routerr+rèrérkr#rdr`rêÚ_ORCH_LLM_LOCKr)rãr*r,) rrërXrìÚlangÚneeds_overrider+ÚtmpríÚ
加入日志管理
2026-04-16 10:53:10 +08:00
llm_kwargsÚoldÚ
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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
# 7§=¡=Ó 1€EÜ ˜W×1Ñ1°5Ó 9€BÜ  × 1Ñ 1Ó 2€DØ �nÒN¨%°tÐ*;ÒNÀÈÁ€NÙ Ø‹
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加入日志管理
2026-04-16 10:53:10 +08:00
€CØ €~˜Ñ*àˆØ �*Ò Ô%6Ô%8ÜÔ Ü—‘Ð]Ô^Ø�Ø �(Š?¤?Ô#4Ü Ô"Ü—‘Ð]Ô^Ø �à%'ˆ
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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
Ò:¸u¿{¹{»}×?RÑ?RÓ?T×?_Ñ?_Ð`eÔ?fØà+0�
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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Refactor SQL streaming behavior in API server to default to LLM native delta transmission without secondary splitting. Update NLChatRequest to clarify optional parameters for SQL stream granularity and streaming throttle. Adjust _sse_stream_text_chunks and _chat_stream_events methods to streamline content handling and improve performance. Revise impact analysis documentation to reflect these changes.
2026-04-16 14:29:24 +08:00
Ø ˆ?؈DŒMà �4Š<œG DÐ*CÔDØ+0ˆDÔ (ð =Ø‹JàˆØ #�”
Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
ØÐ(¬W°TÐ;TÔ-UØ/<�Õ,÷�~‰~ùðˆØ #�”
0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
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2026-04-14 10:28:22 +08:00
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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +08:00
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2026-04-14 10:28:22 +08:00
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +08:00
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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
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2026-04-14 10:28:22 +08:00
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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
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2026-04-14 10:28:22 +08:00
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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
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2026-04-14 10:28:22 +08:00
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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +08:00
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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
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2026-04-14 10:28:22 +08:00
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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
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2026-04-14 10:28:22 +08:00
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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
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Refactor SQL streaming behavior in API server to default to LLM native delta transmission without secondary splitting. Update NLChatRequest to clarify optional parameters for SQL stream granularity and streaming throttle. Adjust _sse_stream_text_chunks and _chat_stream_events methods to streamline content handling and improve performance. Revise impact analysis documentation to reflect these changes.
2026-04-16 14:29:24 +08:00
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2026-04-14 10:28:22 +08:00
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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +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 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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Refactor embedding configuration to remove local model support, transitioning to a unified remote API approach. Update environment variables and documentation accordingly. Enhance error handling in the orchestrator and related modules to reflect these changes. This update simplifies the embedding process and improves overall system reliability.
2026-04-15 09:49:18 +08:00
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Refactor SQL streaming behavior in API server to default to LLM native delta transmission without secondary splitting. Update NLChatRequest to clarify optional parameters for SQL stream granularity and streaming throttle. Adjust _sse_stream_text_chunks and _chat_stream_events methods to streamline content handling and improve performance. Revise impact analysis documentation to reflect these changes.
2026-04-16 14:29:24 +08:00
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2026-04-14 10:28:22 +08:00
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Refactor SQL streaming behavior in API server to default to LLM native delta transmission without secondary splitting. Update NLChatRequest to clarify optional parameters for SQL stream granularity and streaming throttle. Adjust _sse_stream_text_chunks and _chat_stream_events methods to streamline content handling and improve performance. Revise impact analysis documentation to reflect these changes.
2026-04-16 14:29:24 +08:00
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +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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Refactor _chat_stream_events in api_server.py to standardize SSE response format by removing additional status codes and consolidating output into a unified JSON structure. Update logging to enhance clarity on streaming events and improve error handling. Adjust documentation to reflect changes in event data structure.
2026-04-16 16:26:58 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Update environment configuration to switch OpenAI model from gpt-5.4 to gpt-4o-mini. Introduce _effective_llm_route_from_request function in api_server.py to determine the effective LLM routing based on service keys and model compatibility. Update chat event handling to include LLM routing information in response data. Enhance logging for better traceability of API interactions.
2026-04-16 15:49:03 +08:00
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Refactor SQL streaming behavior in API server to default to LLM native delta transmission without secondary splitting. Update NLChatRequest to clarify optional parameters for SQL stream granularity and streaming throttle. Adjust _sse_stream_text_chunks and _chat_stream_events methods to streamline content handling and improve performance. Revise impact analysis documentation to reflect these changes.
2026-04-16 14:29:24 +08:00
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0.1.1 暂存
2026-04-14 10:28:22 +08:00
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Refactor embedding configuration to remove local model support, transitioning to a unified remote API approach. Update environment variables and documentation accordingly. Enhance error handling in the orchestrator and related modules to reflect these changes. This update simplifies the embedding process and improves overall system reliability.
2026-04-15 09:49:18 +08:00
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2026-04-14 10:28:22 +08:00
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