{"id":364478,"date":"2024-05-21T02:17:38","date_gmt":"2024-05-21T02:17:38","guid":{"rendered":"http:\/\/savepearlharbor.com\/?p=364478"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T21:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=364478","title":{"rendered":"<span>CodebaseGPT = ChatGPT \u0434\u043b\u044f \u0446\u0435\u043b\u043e\u0433\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430<\/span>"},"content":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div class=\"article-formatted-body article-formatted-body article-formatted-body_version-2\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<p><a href=\"https:\/\/github.com\/ovsale\/CodebaseGPT\" rel=\"noopener noreferrer nofollow\">CodebaseGPT<\/a> \u2014 \u044d\u0442\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435, \u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430\u043c &#171;\u043e\u0431\u0449\u0430\u0442\u044c\u0441\u044f&#187; \u0441 \u043f\u043e\u043b\u043d\u043e\u0439 \u043a\u043e\u0434\u043e\u0432\u043e\u0439 \u0431\u0430\u0437\u043e\u0439 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430.<\/p>\n<figure class=\"full-width\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w780q1\/getpro\/habr\/upload_files\/19c\/dd5\/0e1\/19cdd50e18f8578a12118f227de3c66f.jpg\" alt=\"ChatGPT: draw main illustration for article: CodebaseGPT is an application that allows developers to chat with whole codebase of a software project\" title=\"ChatGPT: draw main illustration for article: CodebaseGPT is an application that allows developers to chat with whole codebase of a software project\" width=\"1792\" height=\"1024\" data-src=\"https:\/\/habrastorage.org\/getpro\/habr\/upload_files\/19c\/dd5\/0e1\/19cdd50e18f8578a12118f227de3c66f.jpg\" data-blurred=\"true\"\/><\/p>\n<div><figcaption>ChatGPT: draw main illustration for article: CodebaseGPT is an application that allows developers to chat with whole codebase of a software project<\/figcaption><\/div>\n<\/figure>\n<p>\u0413\u043b\u0430\u0432\u043d\u0430\u044f \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u044c CodebaseGPT \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u0435\u0442\u0441\u044f \u0432 \u0442\u043e\u043c, \u0447\u0442\u043e \u043e\u043d \u0441\u043e\u0437\u0434\u0430\u0435\u0442 \u043a\u0440\u0430\u0442\u043a\u0438\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u043a\u0430\u0436\u0434\u043e\u0433\u043e \u0444\u0430\u0439\u043b\u0430 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0438 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u044d\u0442\u0438 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u044f LLM \u0432 \u043f\u0435\u0440\u0432\u043e\u043c \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u043e\u043c \u043f\u0440\u043e\u043c\u043f\u0442\u0435. \u0422\u0430\u043a\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c, \u043c\u043e\u0434\u0435\u043b\u044c \u0438\u043c\u0435\u0435\u0442 \u043e\u0431\u043e\u0431\u0449\u0435\u043d\u043d\u0443\u044e \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u043e\u0431\u043e \u0432\u0441\u0435\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u0435 \u0432 \u0441\u0432\u043e\u0435\u043c \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0435 \u043d\u0430 \u043a\u0430\u0436\u0434\u043e\u043c \u044d\u0442\u0430\u043f\u0435 \u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0441 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u043c.<\/p>\n<p>\u0422\u0430\u043a\u0436\u0435, ? \u0431\u043e\u0442 \u043c\u043e\u0436\u0435\u0442 \u0437\u0430\u0433\u0440\u0443\u0436\u0430\u0442\u044c \u043b\u044e\u0431\u043e\u0439 \u0444\u0430\u0439\u043b \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0438\u043b\u0438 \u043e\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043b\u044f\u0442\u044c \u043f\u043e\u0438\u0441\u043a \u043f\u043e \u043a\u043e\u0434\u043e\u0432\u043e\u0439 \u0431\u0430\u0437\u0435 (\u043a\u0430\u043a \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u0438, \u0442\u0430\u043a \u0438 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u043e), \u043a\u043e\u0433\u0434\u0430 \u044d\u0442\u043e \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0434\u043b\u044f \u043e\u0442\u0432\u0435\u0442\u0430 \u043d\u0430 \u0432\u043e\u043f\u0440\u043e\u0441 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f. \u041e\u043d \u0434\u0430\u0436\u0435 \u043c\u043e\u0436\u0435\u0442 \u043e\u0431\u043d\u043e\u0432\u043b\u044f\u0442\u044c \u0444\u0430\u0439\u043b\u044b \u043f\u0440\u043e\u0435\u043a\u0442\u0430 (\u0441 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0435\u043c) \u043f\u043e \u0437\u0430\u043f\u0440\u043e\u0441\u0443 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f. \u0418, \u043a\u043e\u043d\u0435\u0447\u043d\u043e \u0436\u0435, \u043e\u043d \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0432\u0441\u0435 \u044f\u0437\u044b\u043a\u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f.<\/p>\n<h2>\u041f\u0440\u0438\u043c\u0435\u0440 \u0447\u0430\u0442\u0430<\/h2>\n<p>\u0414\u0430\u0432\u0430\u0439\u0442\u0435 \u0443\u0431\u0435\u0434\u0438\u043c\u0441\u044f \u0447\u0442\u043e CodebaseGPT \u043d\u0435 \u0432\u044b\u0445\u043e\u0434\u0438\u0442 \u0432 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442. CodebaseGPT \u0431\u0443\u0434\u0435\u0442 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u044c \u0441\u0432\u043e\u0439 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u043a\u043e\u0434:<\/p>\n<pre><code>? You: is this app accessing the web somehow?  Waiting for model response...  find_in_files function, query: requests.get, isCaseSensitive: False, page: 0 result: Nothing found  Waiting for model response...  Next input cost: $0.01 (system: $0.01, chat: $0.00) Request cost: $0.04 (input: $0.03, output: $0.00) Session cost: $0.04  ? Bot: The app does not appear to be accessing the web using the `requests.get` method, as no instances of this method were found in the project files. If the app is accessing the web, it might be using a different method or library. Would you like me to search for other common web access methods or libraries?  ? You: yes please  Waiting for model response...  find_in_files function, query: http.client, isCaseSensitive: False, page: 0 result: Nothing found  find_in_files function, query: urllib, isCaseSensitive: False, page: 0 result: Nothing found  find_in_files function, query: urlopen, isCaseSensitive: False, page: 0 result: Nothing found  find_in_files function, query: requests, isCaseSensitive: False, page: 0 result: Nothing found  Waiting for model response...  Next input cost: $0.02 (system: $0.01, chat: $0.00) Request cost: $0.04 (input: $0.04, output: $0.01) Session cost: $0.08  ? Bot: After searching for common web access methods and libraries, including `http.client`, `urllib`, `urlopen`, and `requests`, no instances of these were found in the project files. This suggests that the app does not contain code for accessing the web using these methods or libraries. If there are any other specific methods or libraries you would like me to check for, please let me know.  ? You: <\/code><\/pre>\n<p>\u0414\u0430. ? \u043f\u0440\u0430\u0432.  \u041f\u043e\u043d\u044f\u0442\u043d\u043e, \u0447\u0442\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043e\u0431\u0440\u0430\u0449\u0430\u0435\u0442\u0441\u044f \u043a OpenAI API (\u0432\u044b\u0445\u043e\u0434\u0438\u0442 \u0432 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442) \u0447\u0435\u0440\u0435\u0437 \u0440\u043e\u0434\u043d\u0443\u044e \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0443, \u043d\u043e \u0441\u043e\u0433\u043b\u0430\u0441\u0438\u0442\u0435\u0441\u044c \u0445\u043e\u0434 \u0435\u0433\u043e &#171;\u043c\u044b\u0441\u043b\u0438&#187; \u0432\u043f\u043e\u043b\u043d\u0435 \u0430\u0434\u0435\u043a\u0432\u0430\u0442\u043d\u044b\u0439.<\/p>\n<h2>\u041e\u0441\u043d\u043e\u0432\u043d\u0430\u044f \u0438\u0434\u0435\u044f<\/h2>\n<p>\u041e\u0441\u043d\u043e\u0432\u043d\u0430\u044f \u0438\u0434\u0435\u044f \u044d\u0442\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0431\u044b\u043b\u0430 \u0432 \u0442\u043e\u043c \u0447\u0442\u043e\u0431\u044b \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043e\u043c \u044f\u0437\u044b\u043a\u043e\u0432\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u0438 \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u043e \u0442\u043e\u043c\u0443 \u043a\u0430\u043a \u044d\u0442\u043e \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u0432 \u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u043e\u043c \u0441\u043e\u0437\u043d\u0430\u043d\u0438\u0438 (\u043f\u043e \u043a\u0440\u0430\u0439\u043d\u0435\u0439 \u043c\u0435\u0440\u0435 \u0432 \u043c\u043e\u0435\u043c). \u041d\u0435\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u043f\u043e\u043c\u043d\u0438\u0442\u044c \u0432\u0441\u0435 \u0434\u0435\u0442\u0430\u043b\u0438 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430, \u043d\u043e \u043c\u043e\u0436\u043d\u043e \u0438\u043c\u0435\u0442\u044c \u0432 \u043f\u0430\u043c\u044f\u0442\u0438 (\u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0435) \u043e\u0431\u0449\u0435\u0435 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0439 \u0435\u0433\u043e \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u043e\u0432, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043f\u0440\u0438\u043d\u0446\u0438\u043f \u0435\u0433\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u0438\u0442\u0434. \u0414\u043b\u044f \u0442\u043e\u0433\u043e \u0447\u0442\u043e\u0431\u044b \u043c\u043e\u0434\u0435\u043b\u044c \u0438\u043c\u0435\u043b\u0430 \u044d\u0442\u043e &#171;\u043e\u0431\u0449\u0435\u0435 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435&#187; \u0432 \u043f\u0435\u0440\u0432\u043e\u043c \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u043e\u043c \u043f\u0440\u043e\u043c\u043f\u0442\u0435 \u043e\u043d\u0430 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 (\u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0435 \u0435\u0439 \u0436\u0435 \u043d\u0430 \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u043c \u044d\u0442\u0430\u043f\u0435) \u043a\u0440\u0430\u0442\u043a\u0438\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u0432\u0441\u0435\u0445 \u0444\u0430\u0439\u043b\u043e\u0432 \u043f\u0440\u043e\u0435\u043a\u0442\u0430.<\/p>\n<p>\u0424\u0440\u0430\u0433\u043c\u0435\u043d\u0442 \u043f\u0435\u0440\u0432\u043e\u0433\u043e \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u043c\u043f\u0442\u0430:<\/p>\n<pre><code>Project files with its descriptions:  .\/codebasegpt\/app.py The app.py file contains the main function that initializes the app state, performs initialization, description, and chat logic based on the app state.  .\/codebasegpt\/app_config.py app_config.py: Pydantic BaseModel for project configuration with default values for project folder, models, file inclusion\/exclusion, gitignore, comments removal, and verbose logging.  .\/codebasegpt\/app_state.py The app_state.py file contains a class AppState with attributes for app and project configurations, file paths, project state, and OpenAI integration.  ...<\/code><\/pre>\n<p>\u041d\u043e \u0435\u0441\u043b\u0438 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0434\u0435\u0442\u0430\u043b\u044c\u043d\u043e \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u0442\u044c\u0441\u044f \u0432 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u043e\u043c \u0444\u0440\u0430\u0433\u043c\u0435\u043d\u0442\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0432\u0441\u0435\u0433\u0434\u0430 \u043c\u043e\u0436\u043d\u043e \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u0440\u0435\u043b\u0435\u0432\u0430\u043d\u0442\u043d\u044b\u0435 \u0438\u0441\u0445\u043e\u0434\u043d\u0438\u043a\u0438. CodebaseGPT \u0442\u043e\u0436\u0435 \u044d\u0442\u043e \u043c\u043e\u0436\u0435\u0442. \u0414\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u0443 \u043d\u0435\u0433\u043e \u0435\u0441\u0442\u044c 3 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043e\u043d \u043c\u043e\u0436\u0435\u0442 \u0432\u044b\u0437\u0432\u0430\u0442\u044c, \u043a\u043e\u0433\u0434\u0430 \u044d\u0442\u043e \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0434\u043b\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u043e\u0439 \u0437\u0430\u0434\u0430\u0447\u0438:<\/p>\n<ul>\n<li>\n<p>get_file &#8212; \u0437\u0430\u0433\u0440\u0443\u0437\u0438\u0442\u044c \u043b\u044e\u0431\u043e\u0439 \u0444\u0430\u0439\u043b<\/p>\n<\/li>\n<li>\n<p>find_files_semantic &#8212; \u043d\u0430\u0439\u0442\u0438 \u0444\u0430\u0439\u043b\u044b \u0447\u0435\u0440\u0435\u0437 \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043f\u043e\u0438\u0441\u043a<\/p>\n<\/li>\n<li>\n<p>find_in_files &#8212; \u043d\u0430\u0439\u0442\u0438 \u0444\u0430\u0439\u043b\u044b \u0447\u0435\u0440\u0435\u0437 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u044b\u0439 \u043f\u043e\u0438\u0441\u043a<\/p>\n<\/li>\n<\/ul>\n<p>\u041f\u043e\u043b\u043d\u043e\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u0441\u0438\u0433\u043d\u0430\u0442\u0443\u0440 \u0444\u0443\u043d\u043a\u0446\u0438\u0439 <a href=\"https:\/\/github.com\/ovsale\/CodebaseGPT\/blob\/bb015e9f36824bb343c021fca9e2e18826205460\/codebasegpt\/chat_logic.py#L167\" rel=\"noopener noreferrer nofollow\">\u0442\u0443\u0442<\/a><\/p>\n<h2>\u0423\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430<\/h2>\n<p>\u041a\u0430\u043a \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c \u0438 \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u044c \u043f\u0440\u043e\u0435\u043a\u0442 \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u043e\u0447\u0438\u0442\u0430\u0442\u044c \u0432 <a href=\"https:\/\/github.com\/ovsale\/CodebaseGPT\" rel=\"noopener noreferrer nofollow\">README \u043f\u0440\u043e\u0435\u043a\u0442\u0430<\/a>. \u0414\u043b\u044f \u0435\u0433\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u0432\u0430\u043c \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f OpenAI API key.<\/p>\n<h2>\u0412\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438<\/h2>\n<p>\u041c\u043e\u0438 \u043c\u043d\u043e\u0433\u043e\u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044b\u0435 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u044b \u0441 CodebaseGPT \u043f\u043e\u043a\u0430\u0437\u0430\u043b\u0438 \u0447\u0442\u043e \u043e\u043d \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043e\u0447\u0435\u043d\u044c \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u043c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u043c \u0434\u043b\u044f \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f \u043d\u0435\u0437\u043d\u0430\u043a\u043e\u043c\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430. \u041a\u0441\u0442\u0430\u0442\u0438 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432, \u043c\u0435\u0436\u0434\u0443 \u043a\u043e\u0442\u043e\u0440\u044b\u043c\u0438 \u043c\u043e\u0436\u043d\u043e \u043f\u0435\u0440\u0435\u043a\u043b\u044e\u0447\u0430\u0442\u044c\u0441\u044f \u0432\u043e \u0432\u0440\u0435\u043c\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f. \u0414\u0430\u0432\u0430\u0439\u0442\u0435 \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043a\u0430\u043a\u0438\u0435 \u0444\u0430\u0439\u043b\u044b CodebaseGPT \u0441\u043e\u0437\u0434\u0430\u0435\u0442 \u0447\u0442\u043e\u0431\u044b \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0441 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u043c\u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u043c\u0438:<\/p>\n<pre><code>? You: what files app creates to store its state\/config?             Waiting for model response...  Next input cost: $0.02 (system: $0.01, chat: $0.00) Request cost: $0.03 (input: $0.02, output: $0.01) Session cost: $0.03  ? Bot: The CodebaseGPT software project creates and uses the following files to store its state and configuration:  1. `.\/codebasegpt\/app_config.py`: This file contains a Pydantic BaseModel for project configuration with default values for various settings such as project folder, models, file inclusion\/exclusion, gitignore, comments removal, and verbose logging.  2. `.\/codebasegpt\/app_state.py`: This file contains a class `AppState` with attributes for app and project configurations, file paths, project state, and OpenAI integration. It is likely used to hold the current state of the application during runtime.  3. `.\/codebasegpt\/proj_config.py`: This file defines a Pydantic model for project configuration with attributes such as path, include, exclude, gitignore, and remove_comments. It is used to store configuration settings specific to the project.  4. `.\/codebasegpt\/proj_state.py`: This file defines data models for the project file state, including file paths, modification times, descriptions, and embedded data. It is used to store the state of the project files.  5. `.\/codebasegpt\/utils.py`: Although not a state or config file itself, this module provides functions for loading, saving, and manipulating JSON data for application and project configurations and states. It is likely that this module handles the reading and writing of state and configuration data to and from JSON files.  The actual JSON files or other storage files that hold the persistent state and configuration data are not explicitly listed, but they would be managed by the modules mentioned above and likely reside within the project directory or a specified path.  ? You: please check the source code and answer me where and how this files stored  Waiting for model response...  find_in_files function, query: save, isCaseSensitive: False, page: 0 result: codebasegpt\/desc_logic.py      5     from .utils import get_proj_state_path, load_proj_state, save_proj_state      21            save_proj_state(proj_desc, app_state.app_config.proj_folder)      93            save_proj_state(proj_state, app_state.app_config.proj_folder) codebasegpt\/init_logic.py      16        save_app_config, save_proj_config      24            save_app_config(AppConfig())      134           save_proj_config(proj_config, proj_folder)      156       save_app_config(app_config) codebasegpt\/utils.py      15    def save_app_config(app_config: AppConfig):      28    def save_proj_config(proj_config: ProjConfig, proj_folder: str):      41    def save_proj_state(proj_state: ProjState, proj_folder: str):  Waiting for model response...  get_file function, path: codebasegpt\/utils.py returned codebasegpt\/utils.py file content  get_file function, path: codebasegpt\/app_config.py returned codebasegpt\/app_config.py file content  get_file function, path: codebasegpt\/proj_config.py returned codebasegpt\/proj_config.py file content  Waiting for model response...  Next input cost: $0.03 (system: $0.01, chat: $0.02) Request cost: $0.09 (input: $0.07, output: $0.01) Session cost: $0.11  ? Bot: The CodebaseGPT software project stores its state and configuration in JSON files. The `utils.py` file contains functions that handle the saving of these JSON files:  1. `save_app_config(app_config: AppConfig)`: This function saves the application configuration to a JSON file named `app_config.json`. The path to this file is constructed using the `data_root` directory and the filename.  2. `save_proj_config(proj_config: ProjConfig, proj_folder: str)`: This function saves the project configuration to a JSON file named `proj_config.json`. The path to this file is constructed using the `data_root` directory, the project folder name, and the filename.  3. `save_proj_state(proj_state: ProjState, proj_folder: str)`: This function saves the project state to a JSON file named `proj_state.json`. The path to this file is constructed using the `data_root` directory, the project folder name, and the filename.  The `data_root` directory is defined in the `app_const.py` file, which is not provided in the content above, but it is used as the base directory for storing these JSON files.  The `app_config.py` file defines the `AppConfig` class, which includes attributes for the project folder, description model, chat model, and other settings.  The `proj_config.py` file defines the `ProjConfig` class, which includes attributes for the project path, include and exclude patterns, gitignore, and remove_comments settings.  The actual JSON files (`app_config.json`, `proj_config.json`, and `proj_state.json`) are stored in the `data_root` directory, with `proj_config.json` and `proj_state.json` being stored in a subdirectory named after the project folder. The `utils.py` file provides functions to ensure the existence of these directories and to save the configuration and state data in the appropriate locations.  ? You: draw me this folders\/files structure please  Waiting for model response...  Next input cost: $0.03 (system: $0.01, chat: $0.02) Request cost: $0.04 (input: $0.04, output: $0.01) Session cost: $0.16  ? Bot: Certainly! Here's a representation of the folders and files structure for the CodebaseGPT software project's state and configuration storage:  ``` data_root\/  (The base directory for storing configuration and state files) \u2502 \u251c\u2500\u2500 app_config.json  (Stores the application configuration) \u2502 \u2514\u2500\u2500 [proj_folder]\/  (A subdirectory named after the project folder)     \u2502     \u251c\u2500\u2500 proj_config.json  (Stores the project configuration)     \u2502     \u2514\u2500\u2500 proj_state.json  (Stores the project state) ```  In this structure, `data_root` is a placeholder for the actual directory path defined in the `app_const.py` file. The `[proj_folder]` is a variable directory name that represents the name of the specific project folder for which the configuration and state are being stored. Each project will have its own subdirectory under `data_root` containing its `proj_config.json` and `proj_state.json` files.  ? You: what actual data_root value?  Waiting for model response...  get_file function, path: codebasegpt\/app_const.py returned codebasegpt\/app_const.py file content  Waiting for model response...  Next input cost: $0.04 (system: $0.01, chat: $0.02) Request cost: $0.08 (input: $0.08, output: $0.01) Session cost: $0.24  ? Bot: The actual `data_root` value is set to `'.\/_data'`. This means that the configuration and state JSON files are stored in a directory named `_data` at the root of the project. Here is the updated folders\/files structure with the actual `data_root` value:  ``` .\/_data\/  (The base directory for storing configuration and state files) \u2502 \u251c\u2500\u2500 app_config.json  (Stores the application configuration) \u2502 \u2514\u2500\u2500 [proj_folder]\/  (A subdirectory named after the project folder)     \u2502     \u251c\u2500\u2500 proj_config.json  (Stores the project configuration)     \u2502     \u2514\u2500\u2500 proj_state.json  (Stores the project state) ```  In this structure, `.\/_data` is the directory where the `app_config.json`, `proj_config.json`, and `proj_state.json` files are located. The `[proj_folder]` is a placeholder for the name of the project folder.  ? You: <\/code><\/pre>\n<p>\u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f ? \u0431\u043e\u0442\u0430 \u043f\u043e\u044d\u0442\u0430\u043f\u043d\u043e:<\/p>\n<ul>\n<li>\n<p>\u0412 \u043e\u0442\u0432\u0435\u0442 \u043d\u0430 \u043f\u0435\u0440\u0432\u044b\u0439 \u0437\u0430\u043f\u0440\u043e\u0441 ? \u0432\u044b\u0434\u0430\u043b \u043e\u0447\u0435\u043d\u044c \u0440\u0435\u043b\u0435\u0432\u0430\u043d\u0442\u043d\u044b\u0439 \u043e\u0442\u0432\u0435\u0442 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0439 \u0444\u0430\u0439\u043b\u043e\u0432 \u0438\u0437 \u043f\u0435\u0440\u0432\u043e\u0433\u043e \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u043c\u043f\u0442\u0430.<\/p>\n<\/li>\n<li>\n<p>\u0412 \u043e\u0442\u0432\u0435\u0442 \u043d\u0430 \u0432\u0442\u043e\u0440\u043e\u0439, \u0443\u0442\u043e\u0447\u043d\u044f\u044e\u0449\u0438\u0439, \u0432\u043e\u043f\u0440\u043e\u0441 ? \u0437\u0430\u0447\u0435\u043c-\u0442\u043e \u043d\u0430\u0447\u0430\u043b \u0438\u0441\u043a\u0430\u0442\u044c \u0432 \u043a\u043e\u0434\u0435 \u043f\u043e \u0441\u0442\u0440\u043e\u043a\u0435 &#171;save&#187; \u0438 \u043f\u043e\u043b\u0443\u0447\u0438\u043b \u0432\u0445\u043e\u0436\u0434\u0435\u043d\u0438\u044f \u0441\u0442\u0440\u043e\u043a\u0438 \u0432 \u0444\u0430\u0439\u043b\u0430\u0445 &#171;desc_logic.py&#187;, &#171;init_logic.py&#187; \u0438 &#171;utils.py&#187;. \u0414\u0430\u043b\u0435\u0435 ? \u043f\u043e\u043d\u044f\u043b \u0447\u0442\u043e \u043e\u0448\u0438\u0431\u0441\u044f \u0438 \u0440\u0435\u0448\u0438\u043b \u0437\u0430\u0433\u0440\u0443\u0437\u0438\u0442\u044c 3 \u0444\u0430\u0439\u043b\u0430 (\u043b\u0438\u0448\u044c \u043e\u0434\u0438\u043d \u0438\u0437 \u043d\u0438\u0445 \u0438\u0437 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u043f\u043e\u0438\u0441\u043a\u0430): &#171;utils.py&#187;, &#171;app_config.py&#187;, &#171;proj_config.py&#187;.<\/p>\n<\/li>\n<li>\n<p>\u0414\u0430\u043b\u0435\u0435 ? \u043f\u0435\u0440\u0435\u0447\u0438\u0441\u043b\u044f\u0435\u0442 3 \u0444\u0430\u0439\u043b\u0430 \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0441\u043e\u0437\u0434\u0430\u0435\u0442 CodebaseGPT \u0438 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u044d\u0442\u043e \u0434\u0435\u043b\u0430\u044e\u0442 \u0438 \u044d\u0442\u043e \u0430\u0431\u0441\u043e\u043b\u044e\u0442\u043d\u043e \u0442\u043e\u0447\u043d\u044b\u0439 \u043e\u0442\u0432\u0435\u0442!<\/p>\n<\/li>\n<li>\n<p>\u041d\u043e \u044f \u0445\u043e\u0447\u0443 \u0431\u043e\u043b\u044c\u0448\u0435\u0433\u043e &#8212; \u0447\u0442\u043e\u0431\u044b ? \u043d\u0430\u0440\u0438\u0441\u043e\u0432\u0430\u043b \u0434\u0435\u0440\u0435\u0432\u043e \u044d\u0442\u0438\u0445 \u043f\u0430\u043f\u043e\u043a \u0438 \u0444\u0430\u0439\u043b\u043e\u0432. \u0418 ? 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\u0438\u0441\u0441\u043b\u0435\u0434\u0443\u0435\u043c\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430. \u041d\u043e \u043e\u043f\u044f\u0442\u044c \u0436\u0435 \u043d\u0443\u0436\u043d\u043e \u043f\u043e\u043d\u0438\u043c\u0430\u0442\u044c, \u0447\u0442\u043e \u0446\u0435\u043d\u044b \u043d\u0430 LLM \u043f\u0430\u0434\u0430\u044e\u0442 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0431\u044b\u0441\u0442\u0440\u043e.<\/p>\n<p>\u0412 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0439 \u0432\u0435\u0440\u0441\u0438\u0438 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0432 \u0444\u0430\u0439\u043b \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d \u043d\u043e\u0432\u044b\u0439 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 &#8212; <code>desc_mode<\/code>. \u041e\u043d \u0437\u0430\u0434\u0430\u0435\u0442 \u0440\u0435\u0436\u0438\u043c \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0439 \u0444\u0430\u0439\u043b\u043e\u0432 \u0438\u0441\u0441\u043b\u0435\u0434\u0443\u0435\u043c\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430. \u041f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0442\u0440\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f:<\/p>\n<ul>\n<li>\n<p><code>desc<\/code> &#8212; \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u0439 \u0440\u0435\u0436\u0438\u043c. \u041e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u0444\u0430\u0439\u043b\u0430 \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e 10% \u0435\u0433\u043e \u0440\u0430\u0437\u043c\u0435\u0440\u0430.<\/p>\n<\/li>\n<li>\n<p><code>desc_2<\/code> &#8212; \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u0444\u0430\u0439\u043b\u043e\u0432 \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0432\u0434\u0432\u043e\u0435 \u043a\u043e\u0440\u043e\u0447\u0435, \u0447\u0435\u043c \u0432 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u043e\u043c \u0440\u0435\u0436\u0438\u043c\u0435.<\/p>\n<\/li>\n<li>\n<p><code>desc_no<\/code> &#8212; \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u043d\u0435 \u0441\u043e\u0437\u0434\u0430\u044e\u0442\u0441\u044f \u0438 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f.<\/p>\n<\/li>\n<\/ul>\n<p>\u0422\u0430\u043a\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c, <code>desc_2<\/code> \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043c\u0435\u043d\u0435\u0435 \u0434\u0435\u0442\u0430\u043b\u044c\u043d\u043e\u0435 (\u043d\u043e \u0437\u0430\u043d\u0438\u043c\u0430\u044e\u0449\u0435\u0435 \u043c\u0435\u043d\u044c\u0448\u0435 \u0442\u043e\u043a\u0435\u043d\u043e\u0432) \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u043f\u0440\u043e\u0435\u043a\u0442\u0430. \u042d\u0442\u043e\u0442 \u0440\u0435\u0436\u0438\u043c \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043f\u043e\u043b\u0435\u0437\u0435\u043d \u043f\u0440\u0438 \u0440\u0430\u0431\u043e\u0442\u0435 \u0441 \u0431\u043e\u043b\u0435\u0435 \u043a\u0440\u0443\u043f\u043d\u044b\u043c\u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u043c\u0438.<\/p>\n<p>\u0412 \u0441\u043b\u0443\u0447\u0430\u0435 <code>desc_no<\/code> \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u0444\u0430\u0439\u043b\u043e\u0432 \u043d\u0435 \u0441\u043e\u0437\u0434\u0430\u044e\u0442\u0441\u044f \u0432\u043e\u0432\u0441\u0435, \u0438 \u0432 \u043f\u0435\u0440\u0432\u043e\u043c \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u043e\u043c \u043f\u0440\u043e\u043c\u043f\u0442\u0435 \u043c\u043e\u0434\u0435\u043b\u044c \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u0441\u043f\u0438\u0441\u043e\u043a \u0444\u0430\u0439\u043b\u043e\u0432. \u0418\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e, \u0447\u0442\u043e \u0434\u043b\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u0441\u0442\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u044d\u0442\u043e\u0442 \u0440\u0435\u0436\u0438\u043c \u0442\u043e\u0436\u0435 \u043d\u0435\u043f\u043b\u043e\u0445\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442. \u0422\u043e \u0435\u0441\u0442\u044c \u043c\u043e\u0434\u0435\u043b\u044c \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u0430 \u043f\u043e\u043d\u044f\u0442\u044c \u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0444\u0430\u0439\u043b\u0430 \u043f\u0440\u043e\u0441\u0442\u043e \u043f\u043e \u0435\u0433\u043e \u0438\u043c\u0435\u043d\u0438 \u0438 \u043f\u0430\u043f\u043a\u0435, \u0432 \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u043e\u043d \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u0441\u044f, \u0447\u0442\u043e  \u0441\u0430\u043c\u043e \u043f\u043e \u0441\u0435\u0431\u0435 \u0434\u043e\u0432\u043e\u043b\u044c\u043d\u043e \u0443\u0434\u0438\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e.<\/p>\n<h2>README.md<\/h2>\n<p>\u0412 <a href=\"https:\/\/github.com\/ovsale\/CodebaseGPT\" rel=\"noopener noreferrer nofollow\">README \u043f\u0440\u043e\u0435\u043a\u0442\u0430<\/a> \u043e\u043f\u0438\u0441\u0430\u043d\u044b \u043f\u0440\u043e\u0447\u0438\u0435 \u0430\u0441\u043f\u0435\u043a\u0442\u044b \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435\u043c, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a \u0444\u043e\u0440\u043c\u0430\u0442 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432 \u0438 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u043c\u044b\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u044b, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043d\u0435 \u0431\u0443\u0434\u0443 \u0434\u0443\u0431\u043b\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u044d\u0442\u043e \u0437\u0434\u0435\u0441\u044c.<\/p>\n<h2>\u0420\u0435\u0437\u044e\u043c\u0435<\/h2>\n<p>\u042f \u043f\u043e\u043b\u0430\u0433\u0430\u044e, \u0447\u0442\u043e \u044d\u0442\u043e\u0442 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u043c\u043e\u0436\u0435\u0442 \u0441\u0442\u0430\u0442\u044c \u0445\u043e\u0440\u043e\u0448\u0438\u043c \u043f\u043e\u043c\u043e\u0449\u043d\u0438\u043a\u043e\u043c \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430, \u043a\u043e\u0433\u0434\u0430 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u0442\u044c\u0441\u044f \u0432 \u043d\u0435\u0438\u0437\u0432\u0435\u0441\u0442\u043d\u043e\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u0435. \u0412\u043e\u0437\u043c\u043e\u0436\u043d\u043e, \u043e\u043d \u0442\u0430\u043a\u0436\u0435 \u043f\u043e\u043c\u043e\u0436\u0435\u0442 \u043d\u043e\u0432\u044b\u043c \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u0430\u043c \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u0432\u043a\u043b\u044e\u0447\u0438\u0442\u044c\u0441\u044f \u0432 \u0440\u0430\u0431\u043e\u0442\u0443 \u043d\u0430\u0434 \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u043c.<\/p>\n<p>\u0427\u0442\u043e\u0431\u044b \u043f\u043e\u043d\u044f\u0442\u044c, \u043d\u0430\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043e\u043d \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043f\u043e\u043b\u0435\u0437\u0435\u043d \u0438\u043c\u0435\u043d\u043d\u043e \u0432\u0430\u043c, \u043b\u0443\u0447\u0448\u0438\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u2014 \u044d\u0442\u043e \u043f\u043e\u043f\u0440\u043e\u0431\u043e\u0432\u0430\u0442\u044c \u0435\u0433\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c.<\/p>\n<p>\u0411\u0443\u0434\u0435\u0442 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043e\u0431\u0440\u0430\u0442\u043d\u0443\u044e \u0441\u0432\u044f\u0437\u044c \u043e\u0442 \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u0430. \u041e\u0442\u0432\u0435\u0447\u0443 \u0432\u0441\u0435\u043c \u0432 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445.<\/p>\n<p>\u0415\u0441\u043b\u0438 \u0432\u0430\u043c \u043d\u0443\u0436\u043d\u0430 \u043a\u043e\u043d\u0441\u0443\u043b\u044c\u0442\u0430\u0446\u0438\u044f \u0438\u043b\u0438 \u0441\u043e\u0432\u0435\u0442, \u0442\u043e \u0443 \u043c\u0435\u043d\u044f \u0435\u0441\u0442\u044c \u043d\u0430\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043f\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044e \u043c\u043e\u0434\u0435\u043b\u0435\u0439 OpenAI \u0434\u043b\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u043e\u0447\u0435\u043d\u044c \u0440\u0430\u0437\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447. \u041f\u0438\u0448\u0438\u0442\u0435 \u0432 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445 \u0438\u043b\u0438 \u0432 \u043b\u0438\u0447\u043a\u0443, \u043f\u043e\u0441\u0442\u0430\u0440\u0430\u044e\u0441\u044c \u043f\u043e\u043c\u043e\u0447\u044c. <\/p>\n<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><!----><!----><\/div>\n<p><!----><!----><br \/> \u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 <a href=\"https:\/\/habr.com\/ru\/articles\/784334\/\"> https:\/\/habr.com\/ru\/articles\/784334\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div class=\"article-formatted-body article-formatted-body article-formatted-body_version-2\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<p><a href=\"https:\/\/github.com\/ovsale\/CodebaseGPT\" rel=\"noopener noreferrer nofollow\">CodebaseGPT<\/a> \u2014 \u044d\u0442\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435, \u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430\u043c &#171;\u043e\u0431\u0449\u0430\u0442\u044c\u0441\u044f&#187; \u0441 \u043f\u043e\u043b\u043d\u043e\u0439 \u043a\u043e\u0434\u043e\u0432\u043e\u0439 \u0431\u0430\u0437\u043e\u0439 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430.<\/p>\n<figure class=\"full-width\">\n<div><figcaption>ChatGPT: draw main illustration for article: CodebaseGPT is an application that allows developers to chat with whole codebase of a software project<\/figcaption><\/div>\n<\/figure>\n<p>\u0413\u043b\u0430\u0432\u043d\u0430\u044f \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u044c CodebaseGPT \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u0435\u0442\u0441\u044f \u0432 \u0442\u043e\u043c, \u0447\u0442\u043e \u043e\u043d \u0441\u043e\u0437\u0434\u0430\u0435\u0442 \u043a\u0440\u0430\u0442\u043a\u0438\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u043a\u0430\u0436\u0434\u043e\u0433\u043e \u0444\u0430\u0439\u043b\u0430 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0438 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u044d\u0442\u0438 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u044f LLM \u0432 \u043f\u0435\u0440\u0432\u043e\u043c \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u043e\u043c \u043f\u0440\u043e\u043c\u043f\u0442\u0435. \u0422\u0430\u043a\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c, \u043c\u043e\u0434\u0435\u043b\u044c \u0438\u043c\u0435\u0435\u0442 \u043e\u0431\u043e\u0431\u0449\u0435\u043d\u043d\u0443\u044e \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u043e\u0431\u043e \u0432\u0441\u0435\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u0435 \u0432 \u0441\u0432\u043e\u0435\u043c \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0435 \u043d\u0430 \u043a\u0430\u0436\u0434\u043e\u043c \u044d\u0442\u0430\u043f\u0435 \u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0441 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u043c.<\/p>\n<p>\u0422\u0430\u043a\u0436\u0435, ? \u0431\u043e\u0442 \u043c\u043e\u0436\u0435\u0442 \u0437\u0430\u0433\u0440\u0443\u0436\u0430\u0442\u044c \u043b\u044e\u0431\u043e\u0439 \u0444\u0430\u0439\u043b \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0438\u043b\u0438 \u043e\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043b\u044f\u0442\u044c \u043f\u043e\u0438\u0441\u043a \u043f\u043e \u043a\u043e\u0434\u043e\u0432\u043e\u0439 \u0431\u0430\u0437\u0435 (\u043a\u0430\u043a \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u0438, \u0442\u0430\u043a \u0438 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u043e), \u043a\u043e\u0433\u0434\u0430 \u044d\u0442\u043e \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0434\u043b\u044f \u043e\u0442\u0432\u0435\u0442\u0430 \u043d\u0430 \u0432\u043e\u043f\u0440\u043e\u0441 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f. \u041e\u043d \u0434\u0430\u0436\u0435 \u043c\u043e\u0436\u0435\u0442 \u043e\u0431\u043d\u043e\u0432\u043b\u044f\u0442\u044c \u0444\u0430\u0439\u043b\u044b \u043f\u0440\u043e\u0435\u043a\u0442\u0430 (\u0441 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0435\u043c) \u043f\u043e \u0437\u0430\u043f\u0440\u043e\u0441\u0443 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f. \u0418, \u043a\u043e\u043d\u0435\u0447\u043d\u043e \u0436\u0435, \u043e\u043d \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0432\u0441\u0435 \u044f\u0437\u044b\u043a\u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f.<\/p>\n<h2>\u041f\u0440\u0438\u043c\u0435\u0440 \u0447\u0430\u0442\u0430<\/h2>\n<p>\u0414\u0430\u0432\u0430\u0439\u0442\u0435 \u0443\u0431\u0435\u0434\u0438\u043c\u0441\u044f \u0447\u0442\u043e CodebaseGPT \u043d\u0435 \u0432\u044b\u0445\u043e\u0434\u0438\u0442 \u0432 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442. CodebaseGPT \u0431\u0443\u0434\u0435\u0442 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u044c \u0441\u0432\u043e\u0439 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u043a\u043e\u0434:<\/p>\n<pre><code>? You: is this app accessing the web somehow?  Waiting for model response...  find_in_files function, query: requests.get, isCaseSensitive: False, page: 0 result: Nothing found  Waiting for model response...  Next input cost: $0.01 (system: $0.01, chat: $0.00) Request cost: $0.04 (input: $0.03, output: $0.00) Session cost: $0.04  ? Bot: The app does not appear to be accessing the web using the `requests.get` method, as no instances of this method were found in the project files. If the app is accessing the web, it might be using a different method or library. Would you like me to search for other common web access methods or libraries?  ? You: yes please  Waiting for model response...  find_in_files function, query: http.client, isCaseSensitive: False, page: 0 result: Nothing found  find_in_files function, query: urllib, isCaseSensitive: False, page: 0 result: Nothing found  find_in_files function, query: urlopen, isCaseSensitive: False, page: 0 result: Nothing found  find_in_files function, query: requests, isCaseSensitive: False, page: 0 result: Nothing found  Waiting for model response...  Next input cost: $0.02 (system: $0.01, chat: $0.00) Request cost: $0.04 (input: $0.04, output: $0.01) Session cost: $0.08  ? Bot: After searching for common web access methods and libraries, including `http.client`, `urllib`, `urlopen`, and `requests`, no instances of these were found in the project files. This suggests that the app does not contain code for accessing the web using these methods or libraries. If there are any other specific methods or libraries you would like me to check for, please let me know.  ? You: <\/code><\/pre>\n<p>\u0414\u0430. ? \u043f\u0440\u0430\u0432.  \u041f\u043e\u043d\u044f\u0442\u043d\u043e, \u0447\u0442\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043e\u0431\u0440\u0430\u0449\u0430\u0435\u0442\u0441\u044f \u043a OpenAI API (\u0432\u044b\u0445\u043e\u0434\u0438\u0442 \u0432 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442) \u0447\u0435\u0440\u0435\u0437 \u0440\u043e\u0434\u043d\u0443\u044e \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0443, \u043d\u043e \u0441\u043e\u0433\u043b\u0430\u0441\u0438\u0442\u0435\u0441\u044c \u0445\u043e\u0434 \u0435\u0433\u043e &#171;\u043c\u044b\u0441\u043b\u0438&#187; \u0432\u043f\u043e\u043b\u043d\u0435 \u0430\u0434\u0435\u043a\u0432\u0430\u0442\u043d\u044b\u0439.<\/p>\n<h2>\u041e\u0441\u043d\u043e\u0432\u043d\u0430\u044f \u0438\u0434\u0435\u044f<\/h2>\n<p>\u041e\u0441\u043d\u043e\u0432\u043d\u0430\u044f \u0438\u0434\u0435\u044f \u044d\u0442\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0431\u044b\u043b\u0430 \u0432 \u0442\u043e\u043c \u0447\u0442\u043e\u0431\u044b \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043e\u043c \u044f\u0437\u044b\u043a\u043e\u0432\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u0438 \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u043e \u0442\u043e\u043c\u0443 \u043a\u0430\u043a \u044d\u0442\u043e \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u0432 \u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u043e\u043c \u0441\u043e\u0437\u043d\u0430\u043d\u0438\u0438 (\u043f\u043e \u043a\u0440\u0430\u0439\u043d\u0435\u0439 \u043c\u0435\u0440\u0435 \u0432 \u043c\u043e\u0435\u043c). \u041d\u0435\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u043f\u043e\u043c\u043d\u0438\u0442\u044c \u0432\u0441\u0435 \u0434\u0435\u0442\u0430\u043b\u0438 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430, \u043d\u043e \u043c\u043e\u0436\u043d\u043e \u0438\u043c\u0435\u0442\u044c \u0432 \u043f\u0430\u043c\u044f\u0442\u0438 (\u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0435) \u043e\u0431\u0449\u0435\u0435 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0439 \u0435\u0433\u043e \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u043e\u0432, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043f\u0440\u0438\u043d\u0446\u0438\u043f \u0435\u0433\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u0438\u0442\u0434. \u0414\u043b\u044f \u0442\u043e\u0433\u043e \u0447\u0442\u043e\u0431\u044b \u043c\u043e\u0434\u0435\u043b\u044c \u0438\u043c\u0435\u043b\u0430 \u044d\u0442\u043e &#171;\u043e\u0431\u0449\u0435\u0435 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435&#187; \u0432 \u043f\u0435\u0440\u0432\u043e\u043c \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u043e\u043c \u043f\u0440\u043e\u043c\u043f\u0442\u0435 \u043e\u043d\u0430 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 (\u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0435 \u0435\u0439 \u0436\u0435 \u043d\u0430 \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u043c \u044d\u0442\u0430\u043f\u0435) \u043a\u0440\u0430\u0442\u043a\u0438\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u0432\u0441\u0435\u0445 \u0444\u0430\u0439\u043b\u043e\u0432 \u043f\u0440\u043e\u0435\u043a\u0442\u0430.<\/p>\n<p>\u0424\u0440\u0430\u0433\u043c\u0435\u043d\u0442 \u043f\u0435\u0440\u0432\u043e\u0433\u043e \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u043c\u043f\u0442\u0430:<\/p>\n<pre><code>Project files with its descriptions:  .\/codebasegpt\/app.py The app.py file contains the main function that initializes the app state, performs initialization, description, and chat logic based on the app state.  .\/codebasegpt\/app_config.py app_config.py: Pydantic BaseModel for project configuration with default values for project folder, models, file inclusion\/exclusion, gitignore, comments removal, and verbose logging.  .\/codebasegpt\/app_state.py The app_state.py file contains a class AppState with attributes for app and project configurations, file paths, project state, and OpenAI integration.  ...<\/code><\/pre>\n<p>\u041d\u043e \u0435\u0441\u043b\u0438 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0434\u0435\u0442\u0430\u043b\u044c\u043d\u043e \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u0442\u044c\u0441\u044f \u0432 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u043e\u043c \u0444\u0440\u0430\u0433\u043c\u0435\u043d\u0442\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0432\u0441\u0435\u0433\u0434\u0430 \u043c\u043e\u0436\u043d\u043e \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u0440\u0435\u043b\u0435\u0432\u0430\u043d\u0442\u043d\u044b\u0435 \u0438\u0441\u0445\u043e\u0434\u043d\u0438\u043a\u0438. CodebaseGPT \u0442\u043e\u0436\u0435 \u044d\u0442\u043e \u043c\u043e\u0436\u0435\u0442. \u0414\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u0443 \u043d\u0435\u0433\u043e \u0435\u0441\u0442\u044c 3 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043e\u043d \u043c\u043e\u0436\u0435\u0442 \u0432\u044b\u0437\u0432\u0430\u0442\u044c, \u043a\u043e\u0433\u0434\u0430 \u044d\u0442\u043e \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0434\u043b\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u043e\u0439 \u0437\u0430\u0434\u0430\u0447\u0438:<\/p>\n<ul>\n<li>\n<p>get_file &#8212; \u0437\u0430\u0433\u0440\u0443\u0437\u0438\u0442\u044c \u043b\u044e\u0431\u043e\u0439 \u0444\u0430\u0439\u043b<\/p>\n<\/li>\n<li>\n<p>find_files_semantic &#8212; \u043d\u0430\u0439\u0442\u0438 \u0444\u0430\u0439\u043b\u044b \u0447\u0435\u0440\u0435\u0437 \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043f\u043e\u0438\u0441\u043a<\/p>\n<\/li>\n<li>\n<p>find_in_files &#8212; \u043d\u0430\u0439\u0442\u0438 \u0444\u0430\u0439\u043b\u044b \u0447\u0435\u0440\u0435\u0437 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u044b\u0439 \u043f\u043e\u0438\u0441\u043a<\/p>\n<\/li>\n<\/ul>\n<p>\u041f\u043e\u043b\u043d\u043e\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u0441\u0438\u0433\u043d\u0430\u0442\u0443\u0440 \u0444\u0443\u043d\u043a\u0446\u0438\u0439 <a href=\"https:\/\/github.com\/ovsale\/CodebaseGPT\/blob\/bb015e9f36824bb343c021fca9e2e18826205460\/codebasegpt\/chat_logic.py#L167\" rel=\"noopener noreferrer nofollow\">\u0442\u0443\u0442<\/a><\/p>\n<h2>\u0423\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430<\/h2>\n<p>\u041a\u0430\u043a \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c \u0438 \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u044c \u043f\u0440\u043e\u0435\u043a\u0442 \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u043e\u0447\u0438\u0442\u0430\u0442\u044c \u0432 <a href=\"https:\/\/github.com\/ovsale\/CodebaseGPT\" rel=\"noopener noreferrer nofollow\">README \u043f\u0440\u043e\u0435\u043a\u0442\u0430<\/a>. \u0414\u043b\u044f \u0435\u0433\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u0432\u0430\u043c \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f OpenAI API key.<\/p>\n<h2>\u0412\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438<\/h2>\n<p>\u041c\u043e\u0438 \u043c\u043d\u043e\u0433\u043e\u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044b\u0435 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u044b \u0441 CodebaseGPT \u043f\u043e\u043a\u0430\u0437\u0430\u043b\u0438 \u0447\u0442\u043e \u043e\u043d \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043e\u0447\u0435\u043d\u044c \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u043c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u043c \u0434\u043b\u044f \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f \u043d\u0435\u0437\u043d\u0430\u043a\u043e\u043c\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430. \u041a\u0441\u0442\u0430\u0442\u0438 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432, \u043c\u0435\u0436\u0434\u0443 \u043a\u043e\u0442\u043e\u0440\u044b\u043c\u0438 \u043c\u043e\u0436\u043d\u043e \u043f\u0435\u0440\u0435\u043a\u043b\u044e\u0447\u0430\u0442\u044c\u0441\u044f \u0432\u043e \u0432\u0440\u0435\u043c\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f. \u0414\u0430\u0432\u0430\u0439\u0442\u0435 \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043a\u0430\u043a\u0438\u0435 \u0444\u0430\u0439\u043b\u044b CodebaseGPT \u0441\u043e\u0437\u0434\u0430\u0435\u0442 \u0447\u0442\u043e\u0431\u044b \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0441 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u043c\u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u043c\u0438:<\/p>\n<pre><code>? You: what files app creates to store its state\/config?             Waiting for model response...  Next input cost: $0.02 (system: $0.01, chat: $0.00) Request cost: $0.03 (input: $0.02, output: $0.01) Session cost: $0.03  ? Bot: The CodebaseGPT software project creates and uses the following files to store its state and configuration:  1. `.\/codebasegpt\/app_config.py`: This file contains a Pydantic BaseModel for project configuration with default values for various settings such as project folder, models, file inclusion\/exclusion, gitignore, comments removal, and verbose logging.  2. `.\/codebasegpt\/app_state.py`: This file contains a class `AppState` with attributes for app and project configurations, file paths, project state, and OpenAI integration. It is likely used to hold the current state of the application during runtime.  3. `.\/codebasegpt\/proj_config.py`: This file defines a Pydantic model for project configuration with attributes such as path, include, exclude, gitignore, and remove_comments. It is used to store configuration settings specific to the project.  4. `.\/codebasegpt\/proj_state.py`: This file defines data models for the project file state, including file paths, modification times, descriptions, and embedded data. It is used to store the state of the project files.  5. `.\/codebasegpt\/utils.py`: Although not a state or config file itself, this module provides functions for loading, saving, and manipulating JSON data for application and project configurations and states. It is likely that this module handles the reading and writing of state and configuration data to and from JSON files.  The actual JSON files or other storage files that hold the persistent state and configuration data are not explicitly listed, but they would be managed by the modules mentioned above and likely reside within the project directory or a specified path.  ? You: please check the source code and answer me where and how this files stored  Waiting for model response...  find_in_files function, query: save, isCaseSensitive: False, page: 0 result: codebasegpt\/desc_logic.py      5     from .utils import get_proj_state_path, load_proj_state, save_proj_state      21            save_proj_state(proj_desc, app_state.app_config.proj_folder)      93            save_proj_state(proj_state, app_state.app_config.proj_folder) codebasegpt\/init_logic.py      16        save_app_config, save_proj_config      24            save_app_config(AppConfig())      134           save_proj_config(proj_config, proj_folder)      156       save_app_config(app_config) codebasegpt\/utils.py      15    def save_app_config(app_config: AppConfig):      28    def save_proj_config(proj_config: ProjConfig, proj_folder: str):      41    def save_proj_state(proj_state: ProjState, proj_folder: str):  Waiting for model response...  get_file function, path: codebasegpt\/utils.py returned codebasegpt\/utils.py file content  get_file function, path: codebasegpt\/app_config.py returned codebasegpt\/app_config.py file content  get_file function, path: codebasegpt\/proj_config.py returned codebasegpt\/proj_config.py file content  Waiting for model response...  Next input cost: $0.03 (system: $0.01, chat: $0.02) Request cost: $0.09 (input: $0.07, output: $0.01) Session cost: $0.11  ? Bot: The CodebaseGPT software project stores its state and configuration in JSON files. The `utils.py` file contains functions that handle the saving of these JSON files:  1. `save_app_config(app_config: AppConfig)`: This function saves the application configuration to a JSON file named `app_config.json`. The path to this file is constructed using the `data_root` directory and the filename.  2. `save_proj_config(proj_config: ProjConfig, proj_folder: str)`: This function saves the project configuration to a JSON file named `proj_config.json`. The path to this file is constructed using the `data_root` directory, the project folder name, and the filename.  3. `save_proj_state(proj_state: ProjState, proj_folder: str)`: This function saves the project state to a JSON file named `proj_state.json`. The path to this file is constructed using the `data_root` directory, the project folder name, and the filename.  The `data_root` directory is defined in the `app_const.py` file, which is not provided in the content above, but it is used as the base directory for storing these JSON files.  The `app_config.py` file defines the `AppConfig` class, which includes attributes for the project folder, description model, chat model, and other settings.  The `proj_config.py` file defines the `ProjConfig` class, which includes attributes for the project path, include and exclude patterns, gitignore, and remove_comments settings.  The actual JSON files (`app_config.json`, `proj_config.json`, and `proj_state.json`) are stored in the `data_root` directory, with `proj_config.json` and `proj_state.json` being stored in a subdirectory named after the project folder. The `utils.py` file provides functions to ensure the existence of these directories and to save the configuration and<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-364478","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/364478","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=364478"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/364478\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=364478"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=364478"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=364478"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}