Shrook21/Code-Assistant
0
1�
2 �k�h� � �� � d dl mZmZ d dlmZ d dlmZmZmZm Z d dl3m Z d dl m
Z
d dlmZ d dlZ e
ed� � � Zd4ed efd �Zd5ed efd
�Zd6ed efd�Zd7ed efd�Zd8ed efd�ZdS )� )� HumanMessage�
SystemMessage)�9StateAgent)�classify_prompt�generate_prompt�explain_prompt�fallback_prompt)� retriever)�Ollama)�OLLAMA_MODEL_NAMENg�������?)�model� temperature�state�returnc �4 � | d d j }t |� � }t � |� � }|� � � � � � }t
j d|� � }|r|� d� � nd}i | �||d��S )N�message�����z(generate|explain)� �fallback)�task�classification) �contentr �llm�invoke�strip�lower�re�search�group)r �10user_input�prompt�result�raw�matchr s �@D:\Cellula NLP\Smart Code Assitant\Code-Assitant\agents\nodes.py�chatr& s� � ��y�!�"�%�-�J�
�Z�
(�
(�F�
�Z�Z��
�
�F�11�,�,�.�.�12 �13 �14 �15 �C� �I�+�S� 1� 1�E� "� 2�5�;�;�q�>�>�>�16�D� 9�e� 9�T�S� 9� 9� 9�9� c � � | d S )Nr � )r s r% �routerr* s � � ��=�r' c �� � | d d j }t |� � }t ||� � }t � |� � }i | �d| d t |�� � t
|�� � gz i�S �Nr r �r )r r17 r r r r r )r r �contextr! �outputs r% �
generate_coder0 s� � ��y�!�"�%�-�J��18�#�#�G�
�Z��
1�
1�F�
�Z�Z��
�
�F� �19� ��5��#�|�F�'C�'C�'C�]�[a�Eb�Eb�Eb�&c�c� � � r' c �\ �� | d d j �t �fd�dD � � � � s&d�� d�}i | �d| d t |�� � gz i�S t �� � }t � |� � }i | �d| d t
|�� � t |�� � gz i�S )Nr r c 3 �D �K � | ]}|�� � � v V � �d S )N)r )�.0�kr s �r% � <genexpr>z explain_code.<locals>.<genexpr>* s4 �� � � ���1�q�J�$�$�&�&�&������r' ) zdef zclass zimport zfor zif zwhile �=�printr z%I don't see any code in your input: 'z;'. Please provide the Python code you'd like me to explain.r- )r �anyr r r r r )r r/ r! r s @r% � explain_coder9 ( s� �� ��y�!�"�%�-�J� �����0~���� � � X� A�� A� A� A��W�%�W��E�)�$4�
�f�8U�8U�8U�7V�$V�W�W�W�
�J�
'�
'�F�
�Z�Z��
�
�F� �20� ��5��#�|�F�'C�'C�'C�]�[a�Eb�Eb�Eb�&c�c� � � r' c � � | d d j }t |� � }t � |� � }i | �d| d t |�� � gz i�S r, )r r r r r )r r r! r/ s r% r r 4 sk � ��y�!�"�%�-�J�
�Z�
(�
(�F�
�Z�Z��
�
�F� �21� ��5��#�}�V�'D�'D�'D�&E�E� � � r' )�langchain_core.messagesr r � agents.stater �prompts.promptsr r r r � tools.toolsr22 �langchain_community.llmsr �config.settingsr r r r& �strr* r0 r9 r r) r' r% �<module>rB s| �� ?� ?� ?� ?� ?� ?� ?� ?� #� #� #� #� #� #�� � � � � � � � � � � � "� !� !� !� !� !� +� +� +� +� +� +� -� -� -� -� -� -� � � � � �f�23��� � ��:�24� :�z� :� :� :� :��*� �� � � � ��� �25� � � � �26�27� 28�z� 29� 30� 31� 32��J� �:� � � � � � r'