Information processing system and information processing method

An information processing system,

• wherein the information processing system is configured to receive a document and to provide a comment,
• wherein the information processing system is configured to transmit a first prompt to a large language model, to receive a question in response to the first prompt, to transmit a second prompt to the large language model, to receive an answer to the question in response to the second prompt, to transmit a third prompt to the large language model, and to receive a comment in response to the third prompt,
• wherein the first prompt comprises a first instruction, an object, and a conversation history,
• wherein the first instruction comprises a procedure for generating the question about the object in consideration of the conversation history,
• wherein the object is the document or an answer to a previous question,
• wherein the conversation history comprises the previous question and the answer to the previous question,
• wherein the second prompt comprises a second instruction, the question, and the document,
• wherein the second instruction comprises a procedure for generating the answer to the question from a description of the document,
• wherein a content of the answer comprises an opinion including an impossibility to answer the question or an opinion including a proper answer to the question,
• wherein the third prompt comprises a third instruction, the question, the answer, and the document, and
• wherein the third instruction comprises a procedure for generating the comment on the description in the document relevant to the answer to the question.

An information processing system comprising:

• a first component configured to receive a document, to transmit the document to a third component, and to receive and provide a comment;
• a second component configured to receive a first prompt, to generate and transmit a question to the third component in accordance with the first prompt, to receive a second prompt, to generate and transmit a first answer to the third component in accordance with the second prompt, to receive a third prompt, to generate and transmit the comment to the third component in accordance with the third prompt, and to perform processing using a large language model;
• and
• the third component configured to receive the document, the question, the first answer, and the comment, to create and transmit the first prompt, the second prompt, and the third prompt to the second component, and to transmit the comment to the first component,
• wherein the first prompt comprises a first instruction, an object, and a conversation history,
• wherein the first instruction comprises a procedure for generating the question about the object in consideration of the conversation history,
• wherein the object is the document or a second answer to a previous question,
• wherein the conversation history comprises the previous question and the second answer,
• wherein the second prompt comprises a second instruction, the question, and the document,
• wherein the second instruction comprises a procedure for generating the first answer to the question from a description in the document,
• wherein a content of the first answer comprises an opinion including an impossibility to answer the question or an opinion including a proper answer to the question,
• wherein the third prompt comprises a third instruction, the question, the first answer, and the document, and
• wherein the third instruction comprises a procedure for generating the comment on the description in the document relevant to the first answer to the question.

An information processing method comprising:

• a first step, a second step, a third step, a fourth step, a fifth step, a sixth step, a seventh step, an eighth step, and a ninth step,
• wherein a first component receives a document and transmits the document to a second component comprising a first subcomponent in the first step,
• wherein the first subcomponent creates a first prompt comprising a first instruction, an object, and a conversation history and transmits the first prompt to a third component in the second step,
• wherein the first instruction comprises a procedure for generating a question about the object in consideration of the conversation history,
• wherein the object is the document when the first prompt is created for a first time, and is a first answer when the first prompt is created for a second time,
• wherein the conversation history comprises a question generated in accordance with the first prompt when the first prompt is created for the first time and the first answer when the first prompt is created for the second time,
• wherein the third component receives the first prompt, generates the question with use of a large language model, and transmits the question to the second component in the third step,
• wherein the first subcomponent creates a second prompt comprising a second instruction, the question, and the document and transmits the second prompt to the third component in the fourth step,
• wherein the second instruction comprises a procedure for generating the first answer to the question from a description in the document,
• wherein a content of the first answer comprises an opinion including an impossibility to answer the question or an opinion including a proper answer to the question,
• wherein the third component receives the second prompt, generates the first answer with use of the large language model, and transmits the first answer to the second component in the fifth step,
• wherein, when the second component shares the first answer comprising the opinion including the proper answer to the question in the sixth step, a process proceeds to the second step,
• wherein, when the second component shares the first answer comprising the opinion including the impossibility to answer in the sixth step, the process proceeds to the seventh step,
• wherein the first subcomponent creates a third prompt and transmits the third prompt to the third component in the seventh step,
• wherein the third prompt comprises a third instruction, the question, and the document,
• wherein the third instruction comprises a procedure for generating a comment on the description in the document relevant to the first answer to the question,
• wherein the third component receives the third prompt, generates the comment with use of the large language model, and transmits the comment to the second component in the eighth step, and
• wherein the second component receives the comment and transmits the comment to the first component in the ninth step.