{"behavior":"degenerate_repetition","label_filter":null,"limit":10,"next_offset":2291,"offset":2281,"previous_offset":null,"rows":[{"assistant_initiates":false,"asst_text":"If you notice that the Pond\u2019s cream is still visible under your eyes after 5 minutes, here are a few tips you might consider:\n\n1. **Amount**: You might be using too much cream. Try using a smaller amount. A pea-sized amount should be sufficient for both under-eye areas.\n\n2. **Application**: Gently dab the cream in with your ring finger, as it's the weakest finger and will apply the least pressure, which is ideal for the sensitive under-eye area. Avoid rubbing, as this can irritate the skin.\n\n3. **Absorption**: Give it some more time to absorb. Some creams can take longer to absorb fully, especially if they're richer or if your skin is not very dry. Consider giving it 10-15 minutes to fully absorb.\n\n4. **Skin Type**: If you have oily or combination skin, the cream might take longer to absorb. You might want to use a lighter formula if absorption continues to be an issue.\n\n5. **Product Suitability**: Ensure the Pond's cream you are using is suitable for use around the eyes. Some creams are richer and designed for the face but might be too heavy for the delicate under-eye area.\n\n6. **Environment**: Temperature and humidity can affect how skincare products are absorbed. If you\u2019re in a particularly humid environment, it might take longer for the cream to sink in.\n\n7. **Layering Products**: If you are layering products (e.g., serums or other creams), ensure that you allow each layer to be absorbed before applying the next one to prevent piling or product build-up.\n\nIf none of these adjustments help, it may be worthwhile to try a different product that is specifically formulated for the under-eye area.","behavior":"degenerate_repetition","conversation_hash":"634d737c49a42ce61afa7c22b968eae7","conversation_redacted":false,"conversation_toxic":false,"country":"United States","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"English","model":"gpt-4o-2024-08-06","n_chars":1719,"n_turns_in_conversation":2,"n_words":296,"source_row_offset":2281,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 02:28:24 GMT","turn_id":"9063a48b79b2c4f1142c182a","turn_index":0,"user_text":"i applied pond's cream under my eyes and waited more than 5 mins but i still see the white cream"},{"assistant_initiates":false,"asst_text":"In many fictional worlds, including popular ones like the Harry Potter series, the term \"wizard\" often refers to a male magic user, while female magic users are typically called \"witches.\" However, the terminology can vary depending on the specific fantasy setting or story, and in some contexts, \"wizard\" might be used as a gender-neutral term.\n\nIn broader fantasy and magical contexts, both boys and girls can certainly practice magic and have similar roles, even if the titles differ. It's also important to note that many modern fantasy stories aim to be inclusive, and might use terms like sorcerer, mage, or spellcaster in a gender-neutral way.\n\nUltimately, the terminology would depend on the specific rules and conventions of the fictional world you're referring to, or the personal preferences of those telling the story.","behavior":"degenerate_repetition","conversation_hash":"634d737c49a42ce61afa7c22b968eae7","conversation_redacted":false,"conversation_toxic":false,"country":"United States","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"English","model":"gpt-4o-2024-08-06","n_chars":856,"n_turns_in_conversation":2,"n_words":137,"source_row_offset":2282,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 02:28:24 GMT","turn_id":"55fa77ad20d55582d6d803e1","turn_index":1,"user_text":"girls can be wizard right"},{"assistant_initiates":false,"asst_text":"The process you're describing is known as hyperparameter tuning, which involves systematically exploring different configurations of hyperparameters to optimize model performance. In this case, the objective is to maximize the R-squared (\\(R^2\\)) value and minimize the Median Relative Error (MedRE) on the validation set. Based on the findings in Table S1, the optimal configuration includes:\n\n- **Learning Rate:** \\(10^{-4}\\) (or 0.0001), which typically balances training speed and stability.\n- **ECC Layers:** Three layers. ECC (Edge Convolutional Layer) is often used in graph neural networks to capture spatial relationships.\n- **Fully Connected Layers:** Seven layers, which might suggest a deeper network architecture that captures complex relationships in the data.\n- **Batch Size:** 16, which may provide an appropriate trade-off between computational efficiency and model performance.\n\nThis setup likely provided the best balance between overfitting and generalization, allowing the model to perform best on unseen data according to the metrics evaluated.","behavior":"degenerate_repetition","conversation_hash":"e0c8a9b95072ea1fc8552795267f13d4","conversation_redacted":false,"conversation_toxic":false,"country":"Singapore","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"English","model":"gpt-4o-2024-08-06","n_chars":1493,"n_turns_in_conversation":2,"n_words":223,"source_row_offset":2283,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 02:28:27 GMT","turn_id":"2619b08bc764f757f08b10cb","turn_index":0,"user_text":"One hyperparameter is chosen at a time and assigned a range of values to evaluate the performance of model on the validation set. The optimal hyperparameters are determined based on the highest R2 and the lowest MedRE on the validation set. As listed in Table S1, the best performance on the validation set is achieved by setting the learning rate of 10-4, three ECC layers, seven fully connected layers, and batch size of 16."},{"assistant_initiates":false,"asst_text":"As reported in Table S1, the optimal performance on the validation set is achieved with a learning rate of \\(10^{-4}\\), utilizing three ECC layers, seven fully connected layers, and a batch size of 16.","behavior":"degenerate_repetition","conversation_hash":"e0c8a9b95072ea1fc8552795267f13d4","conversation_redacted":false,"conversation_toxic":false,"country":"Singapore","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"English","model":"gpt-4o-2024-08-06","n_chars":831,"n_turns_in_conversation":2,"n_words":141,"source_row_offset":2284,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 02:28:27 GMT","turn_id":"fcfdd4f869515f9dc9a6a3af","turn_index":1,"user_text":"One hyperparameter is chosen at a time and assigned a range of values to evaluate the performance of model on the validation set. The optimal hyperparameters are determined based on the highest R2 and the lowest MedRE on the validation set. As listed in Table S1, the best performance on the validation set is achieved by setting the learning rate of 10-4, three ECC layers, seven fully connected layers, and batch size of 16. \u8bf7\u5e2e\u6211\u5c06As listed in Table S1, the best performance on the validation set is achieved by setting the learning rate of 10-4, three ECC layers, seven fully connected layers, and batch size of 16.\u6539\u5199\u6210\u82f1\u6587\u8bba\u6587\u4e2d\u7684\u5b66\u672f\u7528\u8bed"},{"assistant_initiates":false,"asst_text":"Hola Uttam,\n\nGracias por tu respuesta y por transferir mi caso al equipo de facturaci\u00f3n de Maps. De preferencia, me gustar\u00eda continuar usando los servicios, pero si la \u00fanica soluci\u00f3n es cerrar la cuenta, acepto dejar de utilizarla.\n\nQuedo pendiente de la respuesta del equipo de Maps.\n\nSaludos,\nIsrael","behavior":"degenerate_repetition","conversation_hash":"5fbb54886dab7a76a3a5da1c63e6af92","conversation_redacted":false,"conversation_toxic":false,"country":"Mexico","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"English","model":"gpt-4o-2024-08-06","n_chars":1155,"n_turns_in_conversation":3,"n_words":196,"source_row_offset":2285,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 02:35:09 GMT","turn_id":"0440bf5a41c03aafe37691f6","turn_index":0,"user_text":"CONTESTA ESTE MENSAJE DICIENDO QUE DE PREFERENCIA SI PIENSO SEGUIR USANDO PERO SI LA UNICA SOLUCION ES CERRARLA ACEPTO YA NO USARLA : \nHello Israel, \n\nThank you for contacting Google Cloud Billing Support. I am Uttam and I\u2019ll be happy to assist you with your concern. \n\nUpon checking the billing account I can see, it looks like the charges are related to Google Maps Services.\n\nWe have a dedicated Maps Platform Billing team who will be able to better assist with your query. I have transferred your case to the Maps team on your behalf.\n\nThe Maps Platform Billing team will continue working with you via the existing case number, and you can expect a response from them within 24-48 business hours.\n\nIn the future, you can create a case directly to our Maps Billing Support team through the Google Maps Platform's Support section [1].\n\nRegards,\n\nUttam"},{"assistant_initiates":false,"asst_text":"Hello Uttam,\n\nThank you for your response and for transferring my case to the Maps Billing team. I would prefer to continue using the services, but if closing the account is the only solution, I am willing to accept not using it anymore.\n\nI look forward to hearing from the Maps team.\n\nBest regards,  \nIsrael","behavior":"degenerate_repetition","conversation_hash":"5fbb54886dab7a76a3a5da1c63e6af92","conversation_redacted":false,"conversation_toxic":false,"country":"Mexico","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"English","model":"gpt-4o-2024-08-06","n_chars":328,"n_turns_in_conversation":3,"n_words":58,"source_row_offset":2286,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 02:35:09 GMT","turn_id":"52bda8a443639783ff7679be","turn_index":1,"user_text":"CONTESTA EN INGLES "},{"assistant_initiates":false,"asst_text":"Hello JB,\n\nThank you for your assistance and for looking into this issue. I appreciate the effort to translate my previous message.\n\nGiven the usage spikes related to the Directions API on September 29, 2024, I am reviewing the usage on my end. I would prefer to continue using the billing account for future projects if possible. However, if the issue cannot be resolved, I am prepared to discontinue using the account.\n\nI look forward to your advice on the next steps.\n\nBest regards,  \nIsrael","behavior":"degenerate_repetition","conversation_hash":"5fbb54886dab7a76a3a5da1c63e6af92","conversation_redacted":false,"conversation_toxic":false,"country":"Mexico","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"English","model":"gpt-4o-2024-08-06","n_chars":1337,"n_turns_in_conversation":3,"n_words":222,"source_row_offset":2287,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 02:35:09 GMT","turn_id":"8ddd4a066fe5356e6e785a10","turn_index":2,"user_text":"RESPONDELE \n\nHello,\n\nThank you for contacting Google Maps Platform Billing Support. My name is JB and I'll be helping you today with your concern.\n\nPlease note that at this time, support for Google Maps Platform products is only offered in English. We've attempted to translate your message and we think this information will help you:\n\nI understand that you need assistance about the unexpected charges that you have seen on your account.\n\nThe charges came from the billing account ID: 01C729-DFF4B7-7BB68D, I can confirm that most of the charges and usage spikes came from the Directions API which occurred last September 29, 2024. \n\nIf you did not recognize this usage, are you still going to use the billing account for your future projects?\n\nLooking forward to your response.\n\n\nBest Regards,\n\n\nJB\nThe Google Maps Platform Billing Support"},{"assistant_initiates":false,"asst_text":"\u0414\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0430 \u0434\u043b\u044f \u0432\u0430\u0448\u0435\u0439 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438 \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 C \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 OpenBLAS \u0438 libyaml, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043f\u0440\u0435\u0434\u0443\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0445 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u043e\u0432, \u0442\u0430\u043a\u0438\u0445 \u043a\u0430\u043a \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f, \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c\u044b \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0438 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f. \u041d\u0430\u0447\u043d\u0435\u043c \u0441 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0438 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0445 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a, \u043d\u0430\u0447\u0438\u043d\u0430\u044f \u0441 libyaml, \u0430 \u0437\u0430\u0442\u0435\u043c \u043f\u0435\u0440\u0435\u0439\u0434\u0435\u043c \u043a \u0437\u0430\u0433\u043e\u0442\u043e\u0432\u043a\u0435 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u043a\u043e\u0434\u0430.\n\n### \u0423\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430 libyaml\n\n\u0414\u043b\u044f \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0438 libyaml \u043d\u0430 \u0432\u0430\u0448\u0435\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u0435, \u0432\u044b\u043f\u043e\u043b\u043d\u0438\u0442\u0435 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u044b:\n\n#### \u041d\u0430 Ubuntu \u0438\u043b\u0438 Debian:\n\n```bash\nsudo apt update\nsudo apt install libyaml-dev\n```\n\n#### \u041d\u0430 macOS (\u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c Homebrew):\n\n```bash\nbrew install libyaml\n```\n\n#### \u041d\u0430 Windows:\n\n\u0414\u043b\u044f \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0438 \u043d\u0430 Windows, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043f\u0430\u043a\u0435\u0442\u043d\u044b\u0435 \u043c\u0435\u043d\u0435\u0434\u0436\u0435\u0440\u044b \u0432\u0440\u043e\u0434\u0435 vcpkg \u0438\u043b\u0438 MSYS2, \u0438\u043b\u0438 \u0436\u0435 \u0441\u043a\u043e\u043c\u043f\u0438\u043b\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0443 \u0432\u0440\u0443\u0447\u043d\u0443\u044e.\n\n### \u0417\u0430\u0433\u043e\u0442\u043e\u0432\u043a\u0430 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0430\n\n\u0421\u043e\u0437\u0434\u0430\u0434\u0438\u043c \u0431\u0430\u0437\u043e\u0432\u0443\u044e \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0430 \u0434\u043b\u044f \u0432\u0430\u0448\u0435\u0439 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438. \u041d\u0430\u0447\u043d\u0435\u043c \u0441 \u043e\u0431\u044a\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u043c\u043e\u0434\u0443\u043b\u0435\u0439 \u0438 \u0444\u0443\u043d\u043a\u0446\u0438\u0439:\n\n```c\n#include <stdio.h>\n#include <stdlib.h>\n#include <yaml.h>\n#include \"openblas/cblas.h\"\n\n// \u0424\u0443\u043d\u043a\u0446\u0438\u0438 \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 YAML\nvoid parse_yaml_file(const char *filename);\n\n// \u0424\u0443\u043d\u043a\u0446\u0438\u0438 \u0434\u043b\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445\nvoid process_concepts();\nvoid process_associative_networks();\n\n// \u0424\u0443\u043d\u043a\u0446\u0438\u0438 \u0434\u043b\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0438 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f\nvoid train_network();\nvoid predict();\n\n// \u041e\u0441\u043d\u043e\u0432\u043d\u0430\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u044f\nint main(int argc, char *argv[]) {\n    // \u0418\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f\n    printf(\"\u0418\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438...\\n\");\n\n    // \u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0432\u0445\u043e\u0434\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 (YAML)\n    parse_yaml_file(\"config.yaml\");\n\n    // \u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432 \u0438 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439\n    process_concepts();\n    process_associative_networks();\n\n    // \u041e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438\n    train_network();\n\n    // \u041f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\n    predict();\n\n    // \u0417\u0430\u0432\u0435\u0440\u0448\u0435\u043d\u0438\u0435\n    printf(\"\u0420\u0430\u0431\u043e\u0442\u0430 \u0437\u0430\u0432\u0435\u0440\u0448\u0435\u043d\u0430.\\n\");\n    return 0;\n}\n\nvoid parse_yaml_file(const char *filename) {\n    FILE *file = fopen(filename, \"r\");\n    yaml_parser_t parser;\n    yaml_token_t token;\n\n    if (!yaml_parser_initialize(&parser)) {\n        fputs(\"Failed to initialize parser!\\n\", stderr);\n        return;\n    }\n\n    if (file == NULL) {\n        fputs(\"Failed to open file!\\n\", stderr);\n        return;\n    }\n\n    yaml_parser_set_input_file(&parser, file);\n\n    do {\n        yaml_parser_scan(&parser, &token);\n        // \u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0442\u043e\u043a\u0435\u043d\u043e\u0432 \u0437\u0434\u0435\u0441\u044c (\u043f\u0440\u0438\u043c\u0435\u0440 \u2014 \u043f\u0440\u043e\u0441\u0442\u043e \u0432\u044b\u0432\u043e\u0434\u0438\u043c \u0438\u0445 \u0442\u0438\u043f)\n        switch (token.type) {\n            case YAML_NO_TOKEN: break;\n            case YAML_STREAM_START_TOKEN: puts(\"START\"); break;\n            case YAML_STREAM_END_TOKEN: puts(\"END\"); break;\n            default: break;\n        }\n        if (token.type != YAML_STREAM_END_TOKEN)\n            yaml_token_delete(&token);\n    } while (token.type != YAML_STREAM_END_TOKEN);\n\n    yaml_token_delete(&token);\n    yaml_parser_delete(&parser);\n    fclose(file);\n}\n\nvoid process_concepts() {\n    // \u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432\n    printf(\"\u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432...\\n\");\n    // \u041b\u043e\u0433\u0438\u043a\u0430 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432\n}\n\nvoid process_associative_networks() {\n    // \u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439\n    printf(\"\u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439...\\n\");\n    // \u041b\u043e\u0433\u0438\u043a\u0430 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0441\u0435\u0442\u0435\u0439\n}\n\nvoid train_network() {\n    // \u041e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438\n    printf(\"\u041e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438...\\n\");\n    // \u041b\u043e\u0433\u0438\u043a\u0430 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f\n}\n\nvoid predict() {\n    // \u041f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\n    printf(\"\u041f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435...\\n\");\n    // \u041b\u043e\u0433\u0438\u043a\u0430 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f\n}\n```\n\n### \u041e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u044f\n\n1. **\u0424\u0430\u0439\u043b\u043e\u0432\u0430\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430**: \u0411\u0430\u0437\u043e\u0432\u0430\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 `main()` \u043e\u043f\u0438\u0441\u044b\u0432\u0430\u0435\u0442 \u043e\u0431\u0449\u0438\u0439 \u0440\u0430\u0431\u043e\u0447\u0438\u0439 \u043f\u043e\u0442\u043e\u043a: \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f, \u0440\u0430\u0437\u0431\u043e\u0440 YAML, \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432, \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435, \u0438 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435.\n   \n2. **\u041f\u0430\u0440\u0441\u0438\u043d\u0433 YAML**: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f `libyaml` \u0434\u043b\u044f \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u0433\u043e \u0444\u0430\u0439\u043b\u0430. \u042d\u0442\u043e \u0437\u0430\u0442\u0440\u0430\u0432\u043a\u0430, \u0438 \u0435\u0435 \u043f\u0440\u0438\u0434\u0435\u0442\u0441\u044f \u0434\u043e\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c, \u0447\u0442\u043e\u0431\u044b \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0432\u0430\u0448\u0438 YAML-\u0434\u0430\u043d\u043d\u044b\u0435.\n\n3. **\u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u043e\u0432**: \u0424\u0443\u043d\u043a\u0446\u0438\u0438 \u043a\u0430\u043a `process_concepts` \u0438 `process_associative_networks` \u0431\u0443\u0434\u0443\u0442 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0442\u044c \u043b\u043e\u0433\u0438\u043a\u0443 \u0434\u043b\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432 \u0438 \u0441\u0435\u0442\u0435\u0439, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043d\u0430 \u0432\u0430\u0448\u0435\u0439 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0435.\n\n4. **\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 OpenBLAS**: \u041d\u0430 \u0434\u0430\u043d\u043d\u044b\u0439 \u043c\u043e\u043c\u0435\u043d\u0442, \u043d\u0438\u0447\u0435\u0433\u043e \u043e\u0431 OpenBLAS \u043d\u0435 \u0432\u043a\u043b\u044e\u0447\u0435\u043d\u043e \u0432 \u0437\u0430\u0433\u043e\u0442\u043e\u0432\u043a\u0443. \u0412 \u0431\u0443\u0434\u0443\u0449\u0438\u0445 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f\u0445 \u0441\u043b\u0435\u0434\u0443\u0435\u0442 \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u0432\u044b\u0437\u043e\u0432\u044b \u0444\u0443\u043d\u043a\u0446\u0438\u0439 \u0434\u043b\u044f \u043b\u0438\u043d\u0435\u0439\u043d\u044b\u0445 \u0430\u043b\u0433\u0435\u0431\u0440\u0430\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439.\n\n\u042d\u0442\u043e \u0432\u0441\u0435\u0433\u043e \u043b\u0438\u0448\u044c \u0437\u0430\u0433\u043e\u0442\u043e\u0432\u043a\u0430, \u0438 \u0432\u0430\u043c \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0434\u0430\u043b\u044c\u043d\u0435\u0439\u0448\u0430\u044f \u043f\u0440\u043e\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043a\u0430\u0436\u0434\u043e\u0439 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u0432 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0438 \u0441 \u0432\u0430\u0448\u0438\u043c \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u043c \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435\u043c.","behavior":"degenerate_repetition","conversation_hash":"d4f31ba0775c86ab6ba3cc996f10ebf9","conversation_redacted":false,"conversation_toxic":false,"country":"Italy","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Russian","model":"gpt-4o-2024-08-06","n_chars":9598,"n_turns_in_conversation":19,"n_words":1097,"source_row_offset":2288,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 02:37:28 GMT","turn_id":"d99f6936d572db5fe67b6da5","turn_index":0,"user_text":"\u041f\u043e\u043b\u043d\u043e\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438\n1. \u041e\u0431\u0449\u0430\u044f \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u044f\n\u0412\u0430\u0448\u0430 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u044c \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0441\u043e\u0431\u043e\u0439 \u043c\u043d\u043e\u0433\u043e\u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0430\u0431\u0441\u0442\u0440\u0430\u043a\u0442\u043d\u044b\u043c\u0438 \u043f\u043e\u043d\u044f\u0442\u0438\u044f\u043c\u0438, \u0431\u0430\u0437\u0438\u0440\u0443\u044e\u0449\u0438\u0439\u0441\u044f \u043d\u0430 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0432\u044f\u0437\u044f\u0445 \u043c\u0435\u0436\u0434\u0443 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u0430\u043c\u0438 \u0438 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u0438 \u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430. \u041e\u0441\u043d\u043e\u0432\u043d\u043e\u0439 \u0446\u0435\u043b\u044c\u044e \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b, \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0439 \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c, \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0438 \u0441\u0432\u044f\u0437\u044b\u0432\u0430\u0442\u044c \u0438\u0434\u0435\u0438, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u043a\u0430\u043a \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435, \u0442\u0430\u043a \u0438 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u044b. \u041e\u043d\u0430 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u0434\u043e\u0439\u0442\u0438 \u043a\u0430\u043a \u0434\u043b\u044f \u043a\u0440\u0435\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u044f, \u0442\u0430\u043a \u0438 \u0434\u043b\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0437\u0430\u0434\u0430\u0447, \u0442\u0430\u043a\u0438\u0445 \u043a\u0430\u043a \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435.\n2. \u0425\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445\n\u0424\u043e\u0440\u043c\u0430\u0442 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f: \u041d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u044c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u0444\u043e\u0440\u043c\u0430\u0442 YAML \u0434\u043b\u044f \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445, \u0447\u0442\u043e \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043b\u0435\u0433\u043a\u043e \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0438 \u0438\u0437\u043c\u0435\u043d\u044f\u0442\u044c \u0438\u0435\u0440\u0430\u0440\u0445\u0438\u0438 \u043f\u043e\u043d\u044f\u0442\u0438\u0439.\n\u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432: \u041a\u0430\u0436\u0434\u043e\u0435 \u043f\u043e\u043d\u044f\u0442\u0438\u0435 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u043e\u0432\u0430\u043d\u043e \u0442\u0430\u043a\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c, \u0447\u0442\u043e\u0431\u044b \u0432\u043a\u043b\u044e\u0447\u0430\u0442\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u0438 \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0445 \u0442\u0435\u0440\u043c\u0438\u043d\u043e\u0432:\n\n\nconcepts:\n  - name: \"\u041a\u043e\u0442\u0435\u043d\u043e\u043a\"\n    meanings:\n      - definition: \"\u043c\u0430\u043b\u0435\u043d\u044c\u043a\u0438\u0439 \u043a\u043e\u0442\"\n        related_terms: [\"\u043a\u043e\u0442\", \"\u043c\u043b\u0435\u043a\u043e\u043f\u0438\u0442\u0430\u044e\u0449\u0435\u0435\"]\n        weight: 0.7\n      - definition: \"\u043b\u0430\u0441\u043a\u043e\u0432\u043e\u0435 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u0435\"\n        related_terms: [\"\u043b\u044e\u0431\u0438\u043c\u044b\u0439\", \"\u0441\u043b\u0430\u0434\u043a\u0438\u0439\"]\n        weight: 0.3\n\n\n3. \u0410\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u044f\n\u0421\u0435\u0442\u0438 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0446\u0438\u0439: \u041a\u043e\u043d\u0446\u0435\u043f\u0442\u044b \u0438 \u0438\u0445 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0446\u0438\u0438 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u044b \u0432 \u0432\u0438\u0434\u0435 \u0433\u0440\u0430\u0444\u043e\u0432, \u0433\u0434\u0435 \u043f\u043e\u043d\u044f\u0442\u0438\u044f \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u0443\u0437\u043b\u0430\u043c\u0438, \u0430 \u0441\u0432\u044f\u0437\u0438 \u043c\u0435\u0436\u0434\u0443 \u043d\u0438\u043c\u0438 - \u0440\u0451\u0431\u0440\u0430\u043c\u0438.\n\u0414\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0441\u0432\u044f\u0437\u044b\u0432\u0430\u043d\u0438\u0435: \u041d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u044c \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438 \u043e\u0431\u043d\u043e\u0432\u043b\u044f\u0435\u0442 \u0441\u0432\u044f\u0437\u0438 \u043c\u0435\u0436\u0434\u0443 \u043f\u043e\u043d\u044f\u0442\u0438\u044f\u043c\u0438 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0432\u0445\u043e\u0434\u044f\u0449\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u0432\u044b\u044f\u0432\u043b\u044f\u044f \u043e\u0431\u0449\u0438\u0435 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u044b.\n4. \u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0445 \u043c\u0435\u0442\u0430\u0444\u043e\u0440\n\u0413\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u043c\u0435\u0442\u0430\u0444\u043e\u0440: \u0410\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0431\u0443\u0434\u0443\u0442 \u0432\u044b\u044f\u0432\u043b\u044f\u0442\u044c \u0438 \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u043c\u0435\u0442\u0430\u0444\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0441\u0432\u044f\u0437\u0438 \u043c\u0435\u0436\u0434\u0443 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u0430\u043c\u0438, \u0432\u043d\u043e\u0441\u044f \u043d\u043e\u0432\u044b\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0438 \u0440\u0430\u0441\u0448\u0438\u0440\u044f\u044f \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0438\u0434\u0435\u0439.\n\u0410\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u043c\u0435\u0442\u0430\u0444\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u044f: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0438\u0435\u0440\u0430\u0440\u0445\u0438\u044e \u043f\u043e\u043d\u044f\u0442\u0438\u0439 \u0434\u043b\u044f \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u043d\u043e\u0432\u044b\u0445 \u0438\u0434\u0435\u0439 \u0438 \u043f\u043e\u0434\u0445\u043e\u0434\u043e\u0432.\n5. \u0421\u0438\u043c\u0432\u043e\u043b\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0438 \u0447\u0438\u0441\u043b\u043e\u0432\u044b\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f\n\u0421\u0438\u043c\u0432\u043e\u043b\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u0435: \u041a\u0430\u0436\u0434\u043e\u0435 \u043f\u043e\u043d\u044f\u0442\u0438\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0432 \u0441\u0438\u043c\u0432\u043e\u043b\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0444\u043e\u0440\u043c\u0435, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0435\u0439 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u044c \u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0432\u044b\u0432\u043e\u0434\u044b.\n\u041d\u0443\u043c\u0435\u0440\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430: \u041a\u0430\u0436\u0434\u043e\u0435 \u043f\u043e\u043d\u044f\u0442\u0438\u0435 \u0438\u043c\u0435\u0435\u0442 \u0447\u0438\u0441\u043b\u043e\u0432\u044b\u0435 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438 (\u0447\u0430\u0441\u0442\u043e\u0442\u0430 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f, \u0443\u0440\u043e\u0432\u043d\u0438 \u0430\u0431\u0441\u0442\u0440\u0430\u043a\u0446\u0438\u0438), \u0447\u0442\u043e \u0443\u0433\u043b\u0443\u0431\u043b\u044f\u0435\u0442 \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0430\u043d\u0430\u043b\u0438\u0437.\n6. \u041c\u043e\u0434\u0435\u043b\u0438 \u0442\u0432\u043e\u0440\u0447\u0435\u0441\u0442\u0432\u0430 \u0438 \u0438\u043d\u0442\u0443\u0438\u0446\u0438\u0438\n\u041a\u0440\u0435\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u043e\u0440\u044b \u0438\u0434\u0435\u0439: \u041d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u044c \u0431\u0443\u0434\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043c\u0435\u0442\u043e\u0434\u044b, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a SCAMPER, \u0434\u043b\u044f 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\u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438.\n7. \u0418\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u0438 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437\n\u041a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0435 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435: \u0410\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u044e\u0442 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432, \u0432\u044b\u044f\u0432\u043b\u044f\u044f \u0441\u043a\u0440\u044b\u0442\u044b\u0435 \u0441\u0432\u044f\u0437\u0438 \u0438 \u0438\u043d\u0442\u0443\u0438\u0442\u0438\u0432\u043d\u044b\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f.\n\u0423\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0437\u043d\u0430\u043d\u0438\u044f\u043c\u0438: \u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u0435\u0442 \u0441\u0432\u044f\u0437\u0438 \u043c\u0435\u0436\u0434\u0443 \u0430\u0431\u0441\u0442\u0440\u0430\u043a\u0442\u043d\u044b\u043c\u0438 \u0438 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u043c\u0438 \u043f\u043e\u043d\u044f\u0442\u0438\u044f\u043c\u0438 \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430, \u0447\u0442\u043e \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0441 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u043c\u0438 \u0443\u0440\u043e\u0432\u043d\u044f\u043c\u0438 \u0430\u0431\u0441\u0442\u0440\u0430\u043a\u0446\u0438\u0438.\n8. \u042d\u0432\u043e\u043b\u044e\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0438 \u0432\u0435\u0441\u043e\u0432\u044b\u0435 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b\n\u0413\u0435\u043d\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0434\u043b\u044f \u043f\u043e\u0438\u0441\u043a\u0430 \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0445 \u043a\u043e\u043c\u0431\u0438\u043d\u0430\u0446\u0438\u0439 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432 \u0438 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0446\u0438\u0439, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044f \"\u044d\u0432\u043e\u043b\u044e\u0446\u0438\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u0442\u044c\" \u0438\u0434\u0435\u0438 \u0438 \u0430\u0434\u0430\u043f\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u043a \u043d\u043e\u0432\u044b\u043c \u0434\u0430\u043d\u043d\u044b\u043c.\n\u0412\u0435\u0441\u043e\u0432\u044b\u0435 \u0441\u0432\u044f\u0437\u0438: \u041a\u0430\u0436\u0434\u043e\u0435 \u043f\u043e\u043d\u044f\u0442\u0438\u0435 \u043c\u043e\u0436\u0435\u0442 \u0438\u043c\u0435\u0442\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u0441 \u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044b\u043c\u0438 \u0432\u0435\u0441\u0430\u043c\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043e\u043f\u0438\u0441\u044b\u0432\u0430\u044e\u0442 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u0443\u044e \u0432\u0430\u0436\u043d\u043e\u0441\u0442\u044c \u043a\u0430\u0436\u0434\u043e\u0433\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0432 \u0440\u0430\u0437\u043d\u044b\u0445 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430\u0445.\n9. \u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430\n\u041f\u0440\u043e\u043c\u0435\u0436\u0443\u0442\u043e\u0447\u043d\u043e\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435: \u041d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u044c \u043c\u043e\u0436\u0435\u0442 \u0440\u0430\u0437\u0434\u0435\u043b\u044f\u0442\u044c \u043a\u043e\u0434 \u043d\u0430 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u044b \u0438 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0442\u044c \u0438\u0445 \u0432 \u0443\u0434\u043e\u0431\u043d\u043e\u0439 \u0444\u043e\u0440\u043c\u0435 \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430. \u042d\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043e \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c:\n\n\ncode_snippets:\n  - language: \"Python\"\n    snippet: \"def greet():\"\n    context: \n      related_terms: [\"\u0444\u0443\u043d\u043a\u0446\u0438\u044f\", \"\u043f\u0440\u0438\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435\"]\n      weight: 1.0\n\n\n\u0421\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f: \u0410\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u043f\u0440\u043e\u0432\u043e\u0434\u044f\u0442 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u0443\u044e\u0442 \u043a\u043e\u0434, \u0443\u0431\u0438\u0440\u0430\u044f \u0438\u0437\u043b\u0438\u0448\u043d\u0438\u0435 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b \u0438 \u0443\u043b\u0443\u0447\u0448\u0430\u044f \u0447\u0438\u0442\u0430\u0435\u043c\u043e\u0441\u0442\u044c.\n\n\n\u0411\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 \u0434\u043b\u044f \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u044f.\n\u0414\u0430, \u0442\u0435\u043e\u0440\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043c\u043e\u0436\u043d\u043e \u043d\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u043e\u043f\u0438\u0441\u0430\u043d\u043d\u0443\u044e \u0432\u0430\u043c\u0438 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u044c \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 C \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 OpenBLAS. \u041e\u0434\u043d\u0430\u043a\u043e \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0442 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0451\u043d\u043d\u044b\u0435 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\u0432\u044b\u0441\u043e\u043a\u043e\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430 \u0434\u043b\u044f \u043b\u0438\u043d\u0435\u0439\u043d\u043e\u0439 \u0430\u043b\u0433\u0435\u0431\u0440\u044b, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043c\u043e\u0436\u0435\u0442 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u044c \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0435 \u0441 \u043c\u0430\u0442\u0440\u0438\u0446\u0430\u043c\u0438 \u0438 \u0432\u0435\u043a\u0442\u043e\u0440\u0430\u043c\u0438 \u2014 \u0447\u0442\u043e \u0432\u0430\u0436\u043d\u043e \u0434\u043b\u044f \u043c\u043d\u043e\u0433\u0438\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439.\n\n\n2. \u041f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432\u0430 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f C \u0441 OpenBLAS\n\u041f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c: C \u0432 \u0441\u043e\u0447\u0435\u0442\u0430\u043d\u0438\u0438 \u0441 OpenBLAS \u043c\u043e\u0436\u0435\u0442 \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0442\u044c \u0432\u044b\u0441\u043e\u043a\u0443\u044e \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f, \u0447\u0442\u043e \u0432\u0430\u0436\u043d\u043e \u0434\u043b\u044f \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0438\u043d\u0442\u0435\u043d\u0441\u0438\u0432\u043d\u044b\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438.\n\n\n\u041a\u043e\u043d\u0442\u0440\u043e\u043b\u044c \u043d\u0430\u0434 \u043f\u0430\u043c\u044f\u0442\u044c\u044e: \u042f\u0437\u044b\u043a C \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0434\u0435\u0442\u0430\u043b\u044c\u043d\u043e \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u043f\u0430\u043c\u044f\u0442\u044c\u044e, \u0447\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043f\u043e\u043b\u0435\u0437\u043d\u043e \u0434\u043b\u044f \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u043d\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445 \u0441 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u043d\u044b\u043c\u0438 \u0440\u0435\u0441\u0443\u0440\u0441\u0430\u043c\u0438.\n\n\n3. \u0421\u043b\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0438 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f\n\u041e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0435 \u0432\u044b\u0441\u043e\u043a\u043e\u0443\u0440\u043e\u0432\u043d\u0435\u0432\u044b\u0445 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a: \u0412 \u043e\u0442\u043b\u0438\u0447\u0438\u0435 \u043e\u0442 \u044f\u0437\u044b\u043a\u043e\u0432 \u0432\u0440\u043e\u0434\u0435 Python, \u0432 C \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u044e\u0442 \u0442\u0430\u043a\u0438\u0435 \u0443\u0434\u043e\u0431\u043d\u044b\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 \u0434\u043b\u044f \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, TensorFlow, PyTorch, scikit-learn). \u042d\u0442\u043e \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442, \u0447\u0442\u043e \u043c\u043d\u043e\u0433\u0438\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u0438 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0432\u0430\u043c \u043f\u0440\u0438\u0434\u0451\u0442\u0441\u044f \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u044b\u0432\u0430\u0442\u044c \u0441\u0430\u043c\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e.\n\n\n\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u0444\u043e\u0440\u043c\u0430\u0442\u0430\u043c\u0438 \u0434\u0430\u043d\u043d\u044b\u0445: \u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 YAML-\u0444\u0430\u0439\u043b\u043e\u0432 \u0432 C \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0441\u043b\u043e\u0436\u043d\u0435\u0435 \u0438 \u043c\u0435\u043d\u0435\u0435 \u0443\u0434\u043e\u0431\u043d\u043e\u0439 \u043f\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044e \u0441 \u044f\u0437\u044b\u043a\u0430\u043c\u0438 \u0432\u044b\u0441\u043e\u043a\u043e\u0433\u043e \u0443\u0440\u043e\u0432\u043d\u044f. \u0412\u0430\u043c \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 \u0434\u043b\u044f \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 YAML, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a libyaml.\n\n\n\u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u043e\u0432: \u0420\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u043e\u0432 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0438 \u043c\u0435\u0442\u0430\u0444\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u044f, \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430 \u0438 \u0434\u0440\u0443\u0433\u0438\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0435\u0439 \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0443\u0441\u0438\u043b\u0438\u0439 \u0438 \u0433\u043b\u0443\u0431\u043e\u043a\u0438\u0445 \u0437\u043d\u0430\u043d\u0438\u0439 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043d\u0430 C.\n\n\u041d\u0430\u0447\u043d\u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0430 \u0434\u043b\u044f \u0437\u0430\u0433\u043e\u0442\u043e\u0432\u043a\u0438 \u044d\u0442\u043e\u0439 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438. \u041d\u0430\u043f\u0438\u0448\u0438 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0438 libyaml."},{"assistant_initiates":false,"asst_text":"\u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043a\u043e\u043c\u043f\u043b\u0435\u043a\u0441\u043d\u043e\u0439 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438 \u2014 \u044d\u0442\u043e \u043f\u043e\u044d\u0442\u0430\u043f\u043d\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0431\u044b\u0447\u043d\u043e \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0448\u0430\u0433\u043e\u0432 \u0434\u043b\u044f \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u0439. \u0414\u043b\u044f \u043e\u043f\u0438\u0441\u0430\u043d\u043d\u043e\u0439 \u0432\u0430\u043c\u0438 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438, \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u043d\u0430 \u0440\u0430\u0431\u043e\u0442\u0443 \u0441 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u0430\u043c\u0438, \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u0441\u0435\u0442\u0438 \u0438 \u043c\u0435\u0442\u0430\u0444\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u0435, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043f\u0440\u043e\u0434\u0443\u043c\u0430\u0442\u044c \u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0435 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u044b \u0438 \u0444\u0443\u043d\u043a\u0446\u0438\u0438:\n\n### 1. \u041f\u0430\u0440\u0441\u0438\u043d\u0433 \u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0434\u0430\u043d\u043d\u044b\u0445\n\n- **\u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 YAML**: \u0417\u0430\u0432\u0435\u0440\u0448\u0438\u0442\u0435 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 YAML, \u0447\u0442\u043e\u0431\u044b \u0447\u0438\u0442\u0430\u0442\u044c \u0438 \u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0438\u0435\u0440\u0430\u0440\u0445\u0438\u044e \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432. \u0412\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u0431\u0443\u0434\u0435\u0442 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0430\u0434\u0435\u043a\u0432\u0430\u0442\u043d\u043e \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u044f\u0442 \u043f\u0440\u043e\u0447\u0438\u0442\u0430\u043d\u043d\u044b\u0435 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u044b \u0438 \u0438\u0445 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0446\u0438\u0438.\n\n- **\u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432**: \u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0430 C, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0431\u0443\u0434\u0443\u0442 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0442\u044c \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u044b, \u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0438 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u0441\u0432\u044f\u0437\u0438. \u042d\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0447\u0442\u043e-\u0442\u043e \u0432\u0440\u043e\u0434\u0435 \u0433\u0440\u0430\u0444\u043e\u0432\u043e\u0439 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b.\n\n### 2. \u041f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432 \u0438 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0446\u0438\u0439\n\n- **\u0413\u0440\u0430\u0444\u043e\u0432\u0430\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430**: \u041e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u0435 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0434\u043b\u044f \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0433\u0440\u0430\u0444\u0430 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432. \u0423\u0437\u043b\u044b \u0431\u0443\u0434\u0443\u0442 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u0430\u043c\u0438, \u0430 \u0440\u0435\u0431\u0440\u0430 \u2014 \u0438\u0445 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0442\u0438\u0432\u043d\u044b\u043c\u0438 \u0441\u0432\u044f\u0437\u044f\u043c\u0438.\n\n- **\u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439**: \u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u0439\u0442\u0435 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f, \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u044f \u0438 \u043f\u043e\u0438\u0441\u043a\u0430 \u043f\u043e \u0433\u0440\u0430\u0444\u043e\u0432\u043e\u0439 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0435 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432.\n\n### 3. \u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0438 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u043c\u0435\u0442\u0430\u0444\u043e\u0440\n\n- **\u0410\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u043c\u0435\u0442\u0430\u0444\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u044f**: \u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u0439\u0442\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u0434\u043b\u044f \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u0438 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u043c\u0435\u0442\u0430\u0444\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0432\u044f\u0437\u0435\u0439 \u043c\u0435\u0436\u0434\u0443 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u0430\u043c\u0438, \u0432\u0435\u0440\u043e\u044f\u0442\u043d\u043e, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u044d\u0432\u0440\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u0438\u043b\u0438 \u043f\u0440\u043e\u0441\u0442\u0443\u044e \u043d\u0430\u0434\u0441\u0442\u0440\u043e\u0439\u043a\u0443 \u043d\u0430\u0434 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0442\u0438\u0432\u043d\u044b\u043c\u0438 \u0441\u0435\u0442\u044f\u043c\u0438.\n\n### 4. \u041c\u043e\u0434\u0435\u043b\u0438 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0438 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f\n\n- **\u0410\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f**: \u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u0439\u0442\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u0434\u043b\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u043c\u043e\u0434\u0435\u043b\u0438 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432. \u042d\u0442\u043e \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0438\u043b\u0438 \u043f\u043e\u0434\u043a\u0440\u0435\u043f\u043b\u0435\u043d\u0438\u044f.\n\n- **\u0418\u043d\u0444\u0435\u0440\u0435\u043d\u0441**: \u0420\u0435\u0430\u043b\u0438\u0437\u0443\u0439\u0442\u0435 \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c\u044b \u0434\u043b\u044f \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u043e\u0441\u043d\u043e\u0432\u044b\u0432\u0430\u044f\u0441\u044c \u043d\u0430 \u043e\u0431\u0443\u0447\u0435\u043d\u043d\u043e\u0439 \u0441\u0435\u0442\u0438.\n\n### 5. \u041f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u043a\u0440\u0435\u0430\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0438 \u044d\u0432\u0440\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432\n\n- **\u041a\u0440\u0435\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u043e\u0440\u044b \u0438\u0434\u0435\u0439**: \u0418\u043c\u043f\u043b\u0435\u043c\u0435\u043d\u0442\u0438\u0440\u0443\u0439\u0442\u0435 \u043f\u0440\u043e\u0441\u0442\u044b\u0435 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u0438\u0434\u0435\u0439 \u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a SCAMPER, \u0434\u043b\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0432\u043d\u0443\u0442\u0440\u0438 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438.\n\n- **\u042d\u0432\u0440\u0438\u0441\u0442\u0438\u043a\u0430 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f**: \u0414\u043e\u0431\u0430\u0432\u044c\u0442\u0435 \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c\u044b \u0434\u043b\u044f \u044d\u0432\u0440\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043f\u043e\u0438\u0441\u043a\u0430 \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0438 \u0430\u0434\u0430\u043f\u0442\u0430\u0446\u0438\u0438 \u043a \u043d\u043e\u0432\u044b\u043c \u0434\u0430\u043d\u043d\u044b\u043c.\n\n### \u041e\u0441\u043d\u043e\u0432\u043d\u0430\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0445 \u043a\u043e\u0434\u043e\u0432\n\n\u0411\u0430\u0437\u043e\u0432\u0430\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u0432\u0430\u0448\u0435\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u043c\u043e\u0436\u0435\u0442 \u0432\u044b\u0433\u043b\u044f\u0434\u0435\u0442\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c:\n\n```\n/project-root\n    /include\n        concepts.h\n        graph.h\n        yaml_parser.h\n    /src\n        main.c\n        concepts.c\n        graph.c\n        yaml_parser.c\n    /lib\n        (\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438)\n    /data\n        config.yaml\n    Makefile\n```\n\n### \u041e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u0444\u0430\u0439\u043b\u044b \u0438 \u0438\u0445 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u0435\n\n- **concepts.h / concepts.c**: \u0423\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u0430\u043c\u0438 \u0438 \u0438\u0445 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0430\u043c\u0438.\n- **graph.h / graph.c**: \u041f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0433\u0440\u0430\u0444\u043e\u0432\u043e\u0439 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0434\u043b\u044f \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439.\n- **yaml_parser.h / yaml_parser.c**: \u0424\u0443\u043d\u043a\u0446\u0438\u0438 \u0434\u043b\u044f \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 YAML-\u0444\u0430\u0439\u043b\u043e\u0432 \u0438 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0434\u0430\u043d\u043d\u044b\u0445.\n- **main.c**: \u041e\u0441\u043d\u043e\u0432\u043d\u043e\u0439 \u0444\u0430\u0439\u043b \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b, \u0432 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u043f\u0440\u0438\u0432\u043e\u0434\u0438\u0442\u0441\u044f \u0432\u0441\u0451 \u0432\u043e\u0435\u0434\u0438\u043d\u043e.\n\n### Makefile\n\n\u041e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u043e \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u0442\u0435 `Makefile` \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430 \u043a\u043e\u043c\u043f\u0438\u043b\u044f\u0446\u0438\u0438, \u0447\u0442\u043e \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0443\u043f\u0440\u043e\u0441\u0442\u0438\u0442 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u043c, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u0432 \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445.\n\n### \u0414\u0430\u043b\u044c\u043d\u0435\u0439\u0448\u0438\u0435 \u0448\u0430\u0433\u0438\n\n1. **\u0418\u0437\u0443\u0447\u0435\u043d\u0438\u0435 \u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435**: \u041f\u0435\u0440\u0435\u0434 \u043d\u0430\u0447\u0430\u043b\u043e\u043c \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0433\u043b\u0443\u0431\u0436\u0435 \u0438\u0437\u0443\u0447\u0438\u0442\u0435 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0438 \u043f\u043e\u0434\u0445\u043e\u0434\u044b \u0434\u043b\u044f \u043a\u0430\u0436\u0434\u043e\u0439 \u0444\u0443\u043d\u043a\u0446\u0438\u0438.\n\n2. **\u041f\u043e\u044d\u0442\u0430\u043f\u043d\u0430\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430**: \u041d\u0430\u0447\u0438\u043d\u0430\u0439\u0442\u0435 \u0441 \u043f\u0440\u043e\u0441\u0442\u044b\u0445 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u043e\u0432, \u0442\u0430\u043a\u0438\u0445 \u043a\u0430\u043a \u043f\u0430\u0440\u0441\u0438\u043d\u0433 \u0438 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445, \u0438 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u0442\u0435 \u043a \u0431\u043e\u043b\u0435\u0435 \u0441\u043b\u043e\u0436\u043d\u044b\u043c \u0447\u0430\u0441\u0442\u044f\u043c \u0441\u0438\u0441\u0442\u0435\u043c\u044b.\n\n3. **\u0422\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u043e\u0442\u043b\u0430\u0434\u043a\u0430**: \u0420\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u043e \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u0435 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u043b\u044f \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e\u0441\u0442\u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438. \u042d\u0442\u043e \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u043c\u043e\u0434\u0443\u043b\u044c\u043d\u044b\u0435 \u0442\u0435\u0441\u0442\u044b \u0434\u043b\u044f \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u0439 \u0438 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0442\u0435\u0441\u0442\u044b \u0434\u043b\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0432 \u0446\u0435\u043b\u043e\u043c.\n\n4. **\u041e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0438 \u0434\u043e\u0440\u0430\u0431\u043e\u0442\u043a\u0430**: \u041f\u043e\u0441\u043b\u0435 \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e\u0439 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0441\u043e\u0441\u0440\u0435\u0434\u043e\u0442\u043e\u0447\u044c\u0442\u0435\u0441\u044c \u043d\u0430 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0438 \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u0438 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0435\u0439 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438.\n\n\u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0442\u0430\u043a\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0441\u043b\u043e\u0436\u043d\u043e\u0439 \u0437\u0430\u0434\u0430\u0447\u0435\u0439, \u0442\u0440\u0435\u0431\u0443\u044e\u0449\u0435\u0439 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0443\u0441\u0438\u043b\u0438\u0439 \u0438 \u0432\u0440\u0435\u043c\u0435\u043d\u0438, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0432\u0430\u0436\u043d\u043e \u0438\u043c\u0435\u0442\u044c \u0447\u0435\u0442\u043a\u0438\u0439 \u043f\u043b\u0430\u043d \u0438 \u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u044c \u0435\u043c\u0443 \u043d\u0430 \u043a\u0430\u0436\u0434\u043e\u043c \u044d\u0442\u0430\u043f\u0435.","behavior":"degenerate_repetition","conversation_hash":"d4f31ba0775c86ab6ba3cc996f10ebf9","conversation_redacted":false,"conversation_toxic":false,"country":"Italy","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Russian","model":"gpt-4o-2024-08-06","n_chars":3796,"n_turns_in_conversation":19,"n_words":457,"source_row_offset":2289,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 02:37:28 GMT","turn_id":"addd4fe8b68bd593d126344e","turn_index":1,"user_text":"\u0427\u0442\u043e \u0434\u0430\u043b\u044c\u0448\u0435 \u043d\u0443\u0436\u043d\u043e \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u0432 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438? \u041a\u0430\u043a\u0438\u0435 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438, \u0438 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0445 \u043a\u043e\u0434\u043e\u0432?"},{"assistant_initiates":false,"asst_text":"\u0414\u043b\u044f \u0437\u0430\u0432\u0435\u0440\u0448\u0435\u043d\u0438\u044f \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 YAML \u0438 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0433\u0440\u0430\u0444\u043e\u0432 \u0434\u043b\u044f \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0441\u0432\u044f\u0437\u0435\u0439 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432, \u0434\u0430\u0432\u0430\u0439\u0442\u0435 \u0440\u0430\u0437\u0431\u0435\u0440\u0435\u043c \u044d\u0442\u043e\u0442 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u043f\u043e \u0448\u0430\u0433\u0430\u043c. \u041c\u044b \u0441\u043e\u0437\u0434\u0430\u0434\u0438\u043c \u043f\u0440\u043e\u0441\u0442\u0443\u044e \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0434\u043b\u044f \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432 \u0438 \u0433\u0440\u0430\u0444\u0430 \u0432 C, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0437\u0430\u0432\u0435\u0440\u0448\u0435\u043d\u043d\u044b\u0439 YAML \u0444\u0430\u0439\u043b \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f. \n\n### \u0428\u0430\u0433 1: YAML \u0444\u0430\u0439\u043b\n\n\u0421\u043e\u0437\u0434\u0430\u0434\u0438\u043c \u043f\u0440\u043e\u0441\u0442\u043e\u0439 YAML \u0444\u0430\u0439\u043b `config.yaml`, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0442\u044c \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u044b \u0441 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0446\u0438\u044f\u043c\u0438:\n\n```yaml\nconcepts:\n  - name: \"\u041a\u043e\u0442\u0435\u043d\u043e\u043a\"\n    meanings:\n      - definition: \"\u043c\u0430\u043b\u0435\u043d\u044c\u043a\u0438\u0439 \u043a\u043e\u0442\"\n        related_terms: [\"\u043a\u043e\u0442\", \"\u043c\u043b\u0435\u043a\u043e\u043f\u0438\u0442\u0430\u044e\u0449\u0435\u0435\"]\n        weight: 0.7\n      - definition: \"\u043b\u0430\u0441\u043a\u043e\u0432\u043e\u0435 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u0435\"\n        related_terms: [\"\u043b\u044e\u0431\u0438\u043c\u044b\u0439\", \"\u0441\u043b\u0430\u0434\u043a\u0438\u0439\"]\n        weight: 0.3\n  - name: \"\u0421\u043e\u0431\u0430\u043a\u0430\"\n    meanings:\n      - definition: \"\u043f\u0438\u0442\u043e\u043c\u0435\u0446\"\n        related_terms: [\"\u0436\u0438\u0432\u043e\u0442\u043d\u043e\u0435\", \"\u0434\u0440\u0443\u0433\"]\n        weight: 1.0\n```\n\n### \u0428\u0430\u0433 2: \u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\n\n\u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0431\u0443\u0434\u0435\u0442 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0439:\n\n```\n/project-root\n    /include\n        concepts.h\n        graph.h\n        yaml_parser.h\n    /src\n        main.c\n        concepts.c\n        graph.c\n        yaml_parser.c\n    /data\n        config.yaml\n    Makefile\n```\n\n### \u0428\u0430\u0433 3: \u0424\u0430\u0439\u043b\u044b \u0438 \u043a\u043e\u0434\n\n#### `include/concepts.h`\n\n```c\n#ifndef CONCEPTS_H\n#define CONCEPTS_H\n\ntypedef struct Meaning {\n    char *definition;\n    char **related_terms;\n    double weight;\n    int related_terms_count;\n} Meaning;\n\ntypedef struct Concept {\n    char *name;\n    Meaning *meanings;\n    int meanings_count;\n} Concept;\n\nConcept *parse_concepts_from_yaml(const char *filename, int *concept_count);\nvoid free_concepts(Concept *concepts, int concept_count);\n\n#endif // CONCEPTS_H\n```\n\n#### `include/graph.h`\n\n```c\n#ifndef GRAPH_H\n#define GRAPH_H\n\ntypedef struct Node {\n    char *name;\n    struct Node **adjacent;\n    int adjacent_count;\n} Node;\n\ntypedef struct Graph {\n    Node *nodes;\n    int node_count;\n} Graph;\n\nGraph *create_graph_from_concepts(Concept *concepts, int concept_count);\nvoid free_graph(Graph *graph);\n\n#endif // GRAPH_H\n```\n\n#### `include/yaml_parser.h`\n\n```c\n#ifndef YAML_PARSER_H\n#define YAML_PARSER_H\n\n#include \"concepts.h\"\n\nint parse_yaml_file(const char *filename, Concept **concepts, int *concept_count);\n\n#endif // YAML_PARSER_H\n```\n\n#### `src/main.c`\n\n```c\n#include <stdio.h>\n#include \"concepts.h\"\n#include \"graph.h\"\n\nint main(int argc, char *argv[]) {\n    Concept *concepts = NULL;\n    int concept_count = 0;\n    const char *filename = \"../data/config.yaml\";\n\n    if (parse_yaml_file(filename, &concepts, &concept_count) != 0) {\n        fprintf(stderr, \"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438 \u0440\u0430\u0437\u0431\u043e\u0440\u0435 YAML \u0444\u0430\u0439\u043b\u0430.\\n\");\n        return 1;\n    }\n\n    Graph *conceptGraph = create_graph_from_concepts(concepts, concept_count);\n    if (!conceptGraph) {\n        fprintf(stderr, \"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0438 \u0433\u0440\u0430\u0444\u0430 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u043e\u0432.\\n\");\n        free_concepts(concepts, concept_count);\n        return 1;\n    }\n\n    // \u0417\u0434\u0435\u0441\u044c \u043c\u043e\u0436\u043d\u043e \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043a\u043e\u0434 \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0433\u0440\u0430\u0444\u043e\u043c...\n\n    free_graph(conceptGraph);\n    free_concepts(concepts, concept_count);\n\n    return 0;\n}\n```\n\n#### `src/concepts.c`\n\n```c\n#include <stdio.h>\n#include <stdlib.h>\n#include <string.h>\n#include \"concepts.h\"\n#include \"yaml.h\"\n\nstatic Meaning *parse_meanings(yaml_parser_t *parser, int *meanings_count);\nstatic char **parse_related_terms(yaml_parser_t *parser, int *related_terms_count);\n\nint parse_yaml_file(const char *filename, Concept **concepts, int *concept_count) {\n    FILE *file = fopen(filename, \"r\");\n    yaml_parser_t parser;\n    yaml_event_t event;\n    int done = 0;\n    int in_meaning = 0;\n\n    if (!yaml_parser_initialize(&parser)) {\n        fputs(\"\u041d\u0435 \u0443\u0434\u0430\u043b\u043e\u0441\u044c \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u0430\u0440\u0441\u0435\u0440!\\n\", stderr);\n        return -1;\n    }\n\n    if (file == NULL) {\n        fputs(\"\u041d\u0435 \u0443\u0434\u0430\u043b\u043e\u0441\u044c \u043e\u0442\u043a\u0440\u044b\u0442\u044c \u0444\u0430\u0439\u043b!\\n\", stderr);\n        yaml_parser_delete(&parser);\n        return -1;\n    }\n\n    yaml_parser_set_input_file(&parser, file);\n\n    *concept_count = 0;\n    *concepts = NULL;\n\n    while (!done) {\n        if (!yaml_parser_parse(&parser, &event)) {\n            fprintf(stderr, \"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 YAML: %d\\n\", parser.error);\n            break;\n        }\n\n        switch (event.type) {\n            case YAML_MAPPING_START_EVENT:\n                if (in_meaning) {\n                    *concepts = realloc(*concepts, sizeof(Concept) * (++(*concept_count)));\n                    (*concepts)[*concept_count - 1].meanings = parse_meanings(&parser, &(*concepts)[*concept_count - 1].meanings_count);\n                }\n                break;\n\n            case YAML_SCALAR_EVENT:\n                if (strcmp((char *)event.data.scalar.value, \"name\") == 0) {\n                    if (!yaml_parser_parse(&parser, &event)) break;\n                    (*concepts)[*concept_count - 1].name = strdup((char *)event.data.scalar.value);\n                } else if (strcmp((char *)event.data.scalar.value, \"meanings\") == 0) {\n                    in_meaning = 1;\n                }\n                break;\n\n            case YAML_MAPPING_END_EVENT:\n                in_meaning = 0;\n                break;\n\n            case YAML_STREAM_END_EVENT:\n                done = 1;\n                break;\n\n            default:\n                break;\n        }\n\n        yaml_event_delete(&event);\n    }\n\n    yaml_event_delete(&event);\n    yaml_parser_delete(&parser);\n    fclose(file);\n\n    return 0;\n}\n\nMeaning *parse_meanings(yaml_parser_t *parser, int *meanings_count) {\n    yaml_event_t event;\n    Meaning *meanings = NULL;\n    int in_related_terms = 0;\n\n    *meanings_count = 0;\n\n    while (1) {\n        if (!yaml_parser_parse(parser, &event)) break;\n\n        if (event.type == YAML_MAPPING_START_EVENT) {\n            meanings = realloc(meanings, sizeof(Meaning) * (++(*meanings_count)));\n            memset(&meanings[*meanings_count - 1], 0, sizeof(Meaning));\n        } else if (event.type == YAML_SCALAR_EVENT) {\n            if (strcmp((char *)event.data.scalar.value, \"definition\") == 0) {\n                if (!yaml_parser_parse(parser, &event)) break;\n                meanings[*meanings_count - 1].definition = strdup((char *)event.data.scalar.value);\n            } else if (strcmp((char *)event.data.scalar.value, \"related_terms\") == 0) {\n                meanings[*meanings_count - 1].related_terms = parse_related_terms(parser, &meanings[*meanings_count - 1].related_terms_count);\n            } else if (strcmp((char *)event.data.scalar.value, \"weight\") == 0) {\n                if (!yaml_parser_parse(parser, &event)) break;\n                meanings[*meanings_count - 1].weight = atof((char *)event.data.scalar.value);\n            }\n        } else if (event.type == YAML_MAPPING_END_EVENT) {\n            break;\n        }\n\n        yaml_event_delete(&event);\n    }\n\n    yaml_event_delete(&event);\n    return meanings;\n}\n\nchar **parse_related_terms(yaml_parser_t *parser, int *related_terms_count) {\n    yaml_event_t event;\n    char **terms = NULL;\n\n    *related_terms_count = 0;\n\n    while (1) {\n        if (!yaml_parser_parse(parser, &event)) break;\n\n        if (event.type == YAML_SCALAR_EVENT) {\n            terms = realloc(terms, sizeof(char *) * (++(*related_terms_count)));\n            terms[*related_terms_count - 1] = strdup((char *)event.data.scalar.value);\n        } else if (event.type == YAML_SEQUENCE_END_EVENT) {\n            break;\n        }\n\n        yaml_event_delete(&event);\n    }\n\n    yaml_event_delete(&event);\n    return terms;\n}\n\nvoid free_concepts(Concept *concepts, int concept_count) {\n    for (int i = 0; i < concept_count; ++i) {\n        free(concepts[i].name);\n        for (int j = 0; j < concepts[i].meanings_count; ++j) {\n            free(concepts[i].meanings[j].definition);\n            for (int k = 0; k < concepts[i].meanings[j].related_terms_count; ++k) {\n                free(concepts[i].meanings[j].related_terms[k]);\n            }\n            free(concepts[i].meanings[j].related_terms);\n        }\n        free(concepts[i].meanings);\n    }\n    free(concepts);\n}\n```\n\n#### `src/graph.c`\n\n```c\n#include <stdlib.h>\n#include <string.h>\n#include \"graph.h\"\n#include \"concepts.h\"\n\nGraph *create_graph_from_concepts(Concept *concepts, int concept_count) {\n    Graph *graph = malloc(sizeof(Graph));\n    if (!graph) return NULL;\n\n    graph->nodes = malloc(sizeof(Node) * concept_count);\n    graph->node_count = concept_count;\n\n    for (int i = 0; i < concept_count; ++i) {\n        graph->nodes[i].name = strdup(concepts[i].name);\n        graph->nodes[i].adjacent = NULL;\n        graph->nodes[i].adjacent_count = 0;\n\n        // Building adjacency list\n        for (int j = 0; j < concepts[i].meanings_count; ++j) {\n            for (int k = 0; k < concepts[i].meanings[j].related_terms_count; ++k) {\n                // Looking for related term in other nodes\n                for (int l = 0; l < concept_count; ++l) {\n                    if (l != i && strcmp(concepts[i].meanings[j].related_terms[k], concepts[l].name) == 0) {\n                        graph->nodes[i].adjacent = realloc(graph->nodes[i].adjacent, sizeof(Node *) * (++graph->nodes[i].adjacent_count));\n                        graph->nodes[i].adjacent[graph->nodes[i].adjacent_count - 1] = &graph->nodes[l];\n                        break;\n                    }\n                }\n            }\n        }\n    }\n\n    return graph;\n}\n\nvoid free_graph(Graph *graph) {\n    if (!graph) return;\n\n    for (int i = 0; i < graph->node_count; ++i) {\n        free(graph->nodes[i].name);\n        // Adjacent nodes are not freed here because they are part of the nodes array\n    }\n    free(graph->nodes);\n    free(graph);\n}\n```\n\n### Makefile\n\n\u041f\u0440\u0438\u043c\u0435\u0440 Makefile \u0434\u043b\u044f \u0441\u0431\u043e\u0440\u043a\u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 `gcc`:\n\n```makefile\nCC = gcc\nCFLAGS = -Wall -I./include\nLDFLAGS = -lyaml\n\nSRCS = src/main.c src/concepts.c src/graph.c\nOBJS = $(SRCS:.c=.o)\nEXEC = neural_net\n\nall: $(EXEC)\n\n$(EXEC): $(OBJS)\n\t$(CC) $(OBJS) -o $@ $(LDFLAGS)\n\n%.o: %.c\n\t$(CC) $(CFLAGS) -c $< -o $@\n\nclean:\n\trm -f $(OBJS) $(EXEC)\n```\n\n\u0422\u0435\u043f\u0435\u0440\u044c \u0432\u044b \u0438\u043c\u0435\u0435\u0442\u0435 \u043e\u0441\u043d\u043e\u0432\u0443 \u0434\u043b\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0430 \u0434\u043b\u044f \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u0432\u0441\u0435\u0445 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0435\u0439 \u0432\u0430\u0448\u0435\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b. \u0422\u0435\u0441\u0442\u043e\u0432\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0432 `config.yaml` \u043f\u043e\u043c\u043e\u0433\u0443\u0442 \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u0430\u043c\u0438 \u0432 \u0432\u0438\u0434\u0435 \u0433\u0440\u0430\u0444\u043e\u0432. \u0420\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442\u0441\u044f \u043f\u0440\u043e\u0432\u0435\u0441\u0442\u0438 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435, \u0447\u0442\u043e\u0431\u044b \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e\u0441\u0442\u044c \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0440\u0430\u0431\u043e\u0442\u044b \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u0432 \u0446\u0435\u043b\u043e\u043c.","behavior":"degenerate_repetition","conversation_hash":"d4f31ba0775c86ab6ba3cc996f10ebf9","conversation_redacted":false,"conversation_toxic":false,"country":"Italy","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Russian","model":"gpt-4o-2024-08-06","n_chars":10212,"n_turns_in_conversation":19,"n_words":997,"source_row_offset":2290,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 02:37:28 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