Query answering method based on large model, electronic device, storage medium, and intelligent agent

An electronic device, comprising:

• at least one processor;
• and
• a memory communicatively coupled with the at least one processor, wherein the memory stores instructions executable by the at least one processor, and the instructions, when executed by the at least one processor, cause the at least one processor to implement a method comprising:
• inputting, in response to a query received, the query and prompt information for query analysis into the large model, so that the large model performs operations of:
• performing, based on a retrieval trigger recognition task in the prompt information for query analysis, retrieval trigger analysis on the query to obtain a retrieval trigger analysis result;
• and
• rephrasing, in a case that the retrieval trigger analysis result represents that a retrieval operation needs to be triggered, the query to obtain a plurality of rephrased queries based on a query rephrasing task in the prompt information for query analysis, so as to obtain a retrieval content set based on the plurality of rephrased queries;
• inputting, in response to the retrieval content set retrieved based on the query, the query, the retrieval content set and prompt information for answer generation into the large model, so that the large model performs operations of:
• processing, based on a current task to be executed in the prompt information for answer generation and the query, a current text corresponding to the retrieval content set to obtain a processed text, wherein the current task to be executed is determined based on order identifiers configured to indicate an execution order of a plurality of tasks in the prompt information for answer generation;
• and
• obtaining, in a case of determining that the processed text meets a preset condition, an answer to the query based on the processed text, wherein the answer is presented on a terminal device in a structural format that includes one or more titles, subtitles, and lists, wherein the plurality of tasks comprises at least a content arrangement task and a structural arrangement task;
• and
• processing, based on the current task to be executed, the current text corresponding to the retrieval content set to obtain the processed text, comprises:
• performing structured recognition on the current text to obtain structural recognition information for a plurality of text segments in the current text;
• and
• performing, based on a structural format in the structural arrangement task and the structural recognition information for the plurality of text segments, format update on the current text to obtain the structurally augmented processed text.

A non-transitory computer readable storage medium storing computer instructions, wherein the computer instructions are configured to cause the computer to implement a method comprising:

• inputting, in response to a query received, the query and prompt information for query analysis into the large model, so that the large model performs operations of:
• performing, based on a retrieval trigger recognition task in the prompt information for query analysis, retrieval trigger analysis on the query to obtain a retrieval trigger analysis result;
• and
• rephrasing, in a case that the retrieval trigger analysis result represents that a retrieval operation needs to be triggered, the query to obtain a plurality of rephrased queries based on a query rephrasing task in the prompt information for query analysis, so as to obtain a retrieval content set based on the plurality of rephrased queries;
• inputting, in response to the retrieval content set retrieved based on the query, the query, the retrieval content set and prompt information for answer generation into the large model, so that the large model performs operations of:
• processing, based on a current task to be executed in the prompt information for answer generation and the query, a current text corresponding to the retrieval content set to obtain a processed text, wherein the current task to be executed is determined based on order identifiers configured to indicate an execution order of a plurality of tasks in the prompt information for answer generation;
• and
• obtaining, in a case of determining that the processed text meets a preset condition, an answer to the query based on the processed text, wherein the answer is presented on a terminal device in a structural format that includes one or more titles, subtitles, and lists, wherein the plurality of tasks comprises at least a content arrangement task and a structural arrangement task;
• and
• processing, based on the current task to be executed, the current text corresponding to the retrieval content set to obtain the processed text, comprises:
• performing structured recognition on the current text to obtain structural recognition information for a plurality of text segments in the current text;
• and
• performing, based on a structural format in the structural arrangement task and the structural recognition information for the plurality of text segments, format update on the current text to obtain the structurally augmented processed text.