+gdddlZddlZddlmZeddZdZdZdZd Zd Z d Z d Z d Z y)N)pipelinezquestion-answeringz'distilbert-base-uncased-distilled-squad)modelctdd5}|j}dddgd}|dks|t|kDr td||dz \}}t ||}t |}t d|d|dd d |j||j|t|z}|d k(rt d ||gfS|jd |}|d k(r t|}|||j} t d|d| | st d|d|tfSd} g} | jD]} tj| | } | s| jdjjddjdd}| jt | j|d|| fS#1swYxYw)z Extracts the instructions and questions for the given phase. :param phase: The current phase (1 to 12) :return: Tuple of sanitized instructions and questions for the phase z'/var/www/html/test1/structured_text.txtrN))zINSTRUCTIONS for phase 1QUESTION and DECISION)zINSTRUCTIONS for phase 2r)zINSTRUCTIONS for phase 3r)zINSTRUCTIONS for phase 4r)zINSTRUCTIONS for phase 5r)zINSTRUCTIONS for phase 6r)zINSTRUCTIONS for phase 7r)zINSTRUCTIONS for phase 8r)zINSTRUCTIONS for phase 9r)zINSTRUCTIONS for phase 10r)zINSTRUCTIONS for phase 11r)zINSTRUCTIONS for phase 12r)zINSTRUCTIONS for phase 13r)zINSTRUCTIONS for phase 14rzPhase out of rangezPhase z - Extracted Instructions: d...z+No 'QUESTION and DECISION' found for phase PARTz - Extracted Questions Text: z&Warning: No questions found for phase z. Returning default questions.z \([A-Z]\)\s*r()textchoice)openreadlen IndexErrorextract_chapter sanitize_textprintfindstripget_default_questions splitlinesrematchgroupreplaceappend)phasefiler phase_markers start_marker end_marker instructionsquestions_start questions_endquestions_textquestion_pattern questionslinerrs /var/www/html/test1/qa_system.py get_next_partr0s 7 =yy{M$ qyEC ..-.. -UQY7L*#4zBL !.L F5'4\$35G4H LMii DIIl,CDs:VO" ;E7CDRIIfo6MD /-8>>@N F5'6~6F GH  6ug=[\]2444'I))+V)40 [[^))+33C<DDS"MF   mDJJL&AVT U V  ""Os GGcLtjdd|jS)z Removes headers that are all uppercase and surrounded by dashes. :param text: The text to process. :return: Text with headers removed. z -[A-Z\s]+-r)rsubrrs r/remove_headersr4Ys  66-T * 0 0 22c&t||}|dS)z Get an answer from the model based on a question and context. :param question: The question asked :param context: The context for the question :return: The model's answer )questioncontextanswer) qa_pipeline)r7r8results r/ get_answerr<cs(G  T^_``+L(99)DJJLN  3N4C4H3I MN r5cB|jddjS)z Sanitizes the text by removing unwanted characters. :param text: The text to sanitize. :return: Sanitized text.  r)r!rr3s r/rrs <<b ! ' ' ))r5cddddddgS)z{ Returns default questions if no specific questions are found for a phase. :return: List of default questions. z(A) Proceed to the next phase.Arz(B) Repeat the current phase.BrNr5r/rrs 2SA0C@ r5cHddddddddd d d d d dd}|j|dS)z Returns the context for a given phase, used as input for the AI model. :param phase: The current phase :return: Context string for the phase zContext for phase 1zContext for phase 2zContext for phase 3zContext for phase 4zContext for phase 5zContext for phase 6zContext for phase 7zContext for phase 8zContext for phase 9zContext for phase 10zContext for phase 11zContext for phase 12zContext for phase 13zContext for phase 14)r zUnknown phase context)get)r#context_mappings r/get_phase_contextr_sK ! " " " " "O   u&= >>r5) jsonr transformersrr:r0r4r<rCrrrr_rNr5r/rbsI !+3\] N#b3 W8*?r5