{"id":465488,"date":"2025-07-01T15:20:11","date_gmt":"2025-07-01T15:20:11","guid":{"rendered":"http:\/\/savepearlharbor.com\/?p=465488"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T21:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=465488","title":{"rendered":"\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 LLM \u0432 Access Management \u043d\u0430 \u043f\u0440\u0438\u043c\u0435\u0440\u0435 OpenAM \u0438 Spring AI<\/span>"},"content":{"rendered":"
<\/div>\n
\n
\n
\n
\n

\u0414\u0430\u043d\u043d\u0430\u044f \u0441\u0442\u0430\u0442\u044c\u044f \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0435\u043d\u0438\u0435\u043c \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439\u00a0\u0441\u0442\u0430\u0442\u044c\u0438<\/a>\u00a0\u043f\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044e LLM \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u043e\u043c. \u0412 \u043a\u043e\u043d\u0446\u0435 \u0441\u0442\u0430\u0442\u044c\u0438 \u043c\u044b \u043f\u0440\u0438\u0448\u043b\u0438 \u043a \u0432\u044b\u0432\u043e\u0434\u0443, \u0447\u0442\u043e \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c LLM \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u0430\u0443\u0434\u0438\u0442\u0430 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u043e\u043c.<\/p>\n

\u0412 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u0440\u0430\u0437\u0432\u0435\u0440\u043d\u0435\u043c \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u043e\u043c, \u0437\u0430\u043f\u0440\u043e\u0441\u0438\u043c \u0443 LLM \u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044e \u0438 \u0432\u0435\u0440\u043d\u0443\u0442\u044c \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438 \u043f\u043e \u0435\u0435 \u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u044e.<\/p>\n

\u0412 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u043e\u043c \u043c\u044b \u0431\u0443\u0434\u0435\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0441 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u043c \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u043c \u043a\u043e\u0434\u043e\u043c\u00a0OpenAM<\/a>\u00a0(Open Access Manager) \u0441 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0435\u0439 \u043f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e.<\/p>\n

\u0423\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430 OpenAM<\/h3>\n

\u0420\u0430\u0437\u0432\u0435\u0440\u043d\u0435\u043c OpenAM \u0432 Docker \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439<\/p>\n

docker run -h openam.example.org -p 8080:8080 --name openam openidentityplatform\/openam <\/code><\/pre>\n
\u041f\u043e\u0441\u043b\u0435 \u0441\u0442\u0430\u0440\u0442\u0430 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430 \u0432\u044b\u043f\u043e\u043b\u043d\u0438\u043c \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u0443\u044e \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044e \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439<\/p>\n
docker exec -w '\/usr\/openam\/ssoconfiguratortools' openam bash -c \\ 'echo \"ACCEPT_LICENSES=true SERVER_URL=http:\/\/openam.example.org:8080 DEPLOYMENT_URI=\/$OPENAM_PATH BASE_DIR=$OPENAM_DATA_DIR locale=en_US PLATFORM_LOCALE=en_US AM_ENC_KEY= ADMIN_PWD=passw0rd AMLDAPUSERPASSWD=p@passw0rd COOKIE_DOMAIN=example.org ACCEPT_LICENSES=true DATA_STORE=embedded DIRECTORY_SSL=SIMPLE DIRECTORY_SERVER=openam.example.org DIRECTORY_PORT=50389 DIRECTORY_ADMIN_PORT=4444 DIRECTORY_JMX_PORT=1689 ROOT_SUFFIX=dc=openam,dc=example,dc=org DS_DIRMGRDN=cn=Directory Manager DS_DIRMGRPASSWD=passw0rd\" > conf.file && java -jar openam-configurator-tool*.jar --file conf.file' <\/code><\/pre>\n
\u041f\u043e\u0441\u043b\u0435 \u0437\u0430\u0432\u0435\u0440\u0448\u0435\u043d\u0438\u044f \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438, \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u043c, \u0447\u0442\u043e OpenAM \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442. \u0412\u044b\u0437\u043e\u0432\u0435\u043c API \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0434\u043b\u044f \u0443\u0447\u0435\u0442\u043d\u043e\u0439 \u0437\u0430\u043f\u0438\u0441\u0438\u00a0demo<\/code>:<\/p>\n
curl -X POST \\  --header \"X-OpenAM-Username: demo\" \\  --header \"X-OpenAM-Password: changeit\" \\  http:\/\/openam.example.org:8080\/openam\/json\/authenticate {\"tokenId\":\"AQIC5wM2LY4SfczeNbGH-CImBSl6bCnAKM1oxqS110Kkb9I.*AAJTSQACMDEAAlNLABM0MTM4NDQ3MTQyOTI5Njk1MTA3AAJTMQAA*\",\"successUrl\":\"\/openam\/console\",\"realm\":\"\/\"} <\/code><\/pre>\n
Spring AI \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u0430\u0443\u0434\u0438\u0442\u0430<\/h3>\n
\u0414\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0430\u0443\u0434\u0438\u0442\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435\u00a0Spring Boot<\/a>\u00a0\u0438\u00a0Spring AI<\/a>.<\/p>\n
\u041f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044e \u043c\u043e\u0434\u0443\u043b\u0435\u0439 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0438 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u0442 \u0446\u0435\u043f\u043e\u0447\u043a\u0438 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438. \u0417\u0430\u0442\u0435\u043c \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438 \u043f\u043e \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043a \u0438 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442 \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043d\u043e\u0432\u044b\u0435 \u0446\u0435\u043f\u043e\u0447\u043a\u0438 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438.<\/p>\n
\u0414\u043b\u044f \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0446\u0435\u043b\u0435\u0439 \u0438, \u0447\u0442\u043e\u0431\u044b \u043d\u0435 \u0437\u0430\u0433\u0440\u043e\u043c\u043e\u0436\u0434\u0430\u0442\u044c \u0441\u0442\u0430\u0442\u044c\u044e, \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0431\u0443\u0434\u0435\u0442 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0432 \u043a\u043e\u043d\u0441\u043e\u043b\u044c\u043d\u043e\u043c \u0440\u0435\u0436\u0438\u043c\u0435.<\/p>\n
\u0418\u0441\u0445\u043e\u0434\u043d\u044b\u0439 \u043a\u043e\u0434 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0440\u0430\u0441\u043f\u043e\u043b\u043e\u0436\u0435\u043d \u043f\u043e\u00a0\u0441\u0441\u044b\u043b\u043a\u0435<\/a>.<\/p>\n
\u0411\u044b\u0441\u0442\u0440\u044b\u0439 \u0441\u0442\u0430\u0440\u0442<\/h4>\n
\u041f\u0435\u0440\u0435\u0434 \u0442\u0435\u043c, \u043a\u0430\u043a \u043f\u043e\u0433\u0440\u0443\u0436\u0430\u0442\u044c\u0441\u044f \u0441 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0434\u0435\u0442\u0430\u043b\u0438, \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u043c, \u0447\u0442\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u0430\u0443\u0434\u0438\u0442\u0430 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442, \u0430 \u043f\u043e\u0442\u043e\u043c \u0443\u0436\u0435 \u043f\u043e\u0433\u0440\u0443\u0437\u0438\u043c\u0441\u044f \u0432 \u0434\u0435\u0442\u0430\u043b\u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438. \u0414\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0434\u043e\u043b\u0436\u0435\u043d \u0431\u044b\u0442\u044c \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d JDK \u043d\u0435 \u043d\u0438\u0436\u0435 17 \u0432\u0435\u0440\u0441\u0438\u0438.<\/p>\n
\u0417\u0430\u043f\u0443\u0441\u0442\u0438\u043c \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435<\/p>\n
.\/mvnw spring-boot:run  2025-06-09T10:21:51.016+03:00  INFO 11080 --- [OpenAM AI Analyzer] [           main] o.o.openam.ai.analyzer.cmd.Runner        : analyzing access modules... 2025-06-09T10:21:51.016+03:00  INFO 11080 --- [OpenAM AI Analyzer] [           main] o.o.o.a.a.s.AccessManagerAnalyzerService : querying OpenAM for a prompt data... 2025-06-09T10:21:51.532+03:00  INFO 11080 --- [OpenAM AI Analyzer] [           main] o.o.o.a.a.s.AccessManagerAnalyzerService : generated client prompt: SYSTEM: You are an information security expert with 20 years of experience. USER: I have an access management system with the following modules: '''json {   \"modules\": [     ...     {       \"name\": \"LDAP\",       \"settings\": {         \"LDAP Connection Heartbeat Interval\": 10,         \"Bind User DN\": \"cn=Directory Manager\",         \"LDAP Connection Heartbeat Time Unit\": \"SECONDS\",         \"Return User DN to DataStore\": true,         \"Minimum Password Length\": \"8\",         \"Search Scope\": \"SUBTREE\",         \"Primary LDAP Server\": [           \"openam.example.org:50389\"         ],         \"Attributes Used to Search for a User to be Authenticated\": [           \"uid\"         ],         \"DN to Start User Search\": [           \"dc=openam,dc=example,dc=org\"         ],         \"Overwrite User Name in sharedState upon Authentication Success\": false,         \"User Search Filter\": null,         \"LDAP Behera Password Policy Support\": true,         \"Trust All Server Certificates\": false,         \"Secondary LDAP Server\": [],         \"LDAP Connection Mode\": \"LDAP\",         \"Authentication Level\": 0,         \"Attribute Used to Retrieve User Profile\": \"uid\",         \"Bind User Password\": null,         \"LDAP operations timeout\": 0,         \"User Creation Attributes\": [],         \"LDAPS Server Protocol Version\": \"TLSv1\"       }     },     {       \"name\": \"OATH\",       \"settings\": {         \"Minimum Secret Key Length\": \"32\",         \"Clock Drift Attribute Name\": \"\",         \"Counter Attribute Name\": \"\",         \"TOTP Time Step Interval\": 30,         \"The Shared Secret Provider Class\": \"org.forgerock.openam.authentication.modules.oath.plugins.DefaultSharedSecretProvider\",         \"Add Checksum Digit\": \"False\",         \"Maximum Allowed Clock Drift\": 0,         \"Last Login Time Attribute\": \"\",         \"Secret Key Attribute Name\": \"\",         \"OATH Algorithm to Use\": \"HOTP\",         \"One Time Password Length \": \"6\",         \"TOTP Time Steps\": 2,         \"Truncation Offset\": -1,         \"HOTP Window Size\": 100,         \"Authentication Level\": 0       }     },     ... } '''  Analyze each module option and suggest security and performance improvements. Consider an optimal tradeoff between security and user experience Provide a recommended value for each option where possible and there is a difference from provided value Format the response with proper indentation and consistent structure. The response format: { \"modules\": { <module_name>: {\"settings\": {\"<option>\": {\"suggested_improvement\": <suggested improvement>, \"recommended_value\": <recommended_value>}}}}} omit any additional text  2025-06-09T10:21:51.533+03:00  INFO 11080 --- [OpenAM AI Analyzer] [           main] o.o.o.a.a.s.AccessManagerAnalyzerService : querying LLM for an answer... 2025-06-09T10:22:37.441+03:00  INFO 11080 --- [OpenAM AI Analyzer] [           main] o.o.openam.ai.analyzer.cmd.Runner        : modules advice: {   \"modules\" : {     ...     \"LDAP\" : {       \"settings\" : {         \"LDAP Connection Heartbeat Interval\" : {           \"suggested_improvement\" : \"Adjust based on network latency and reliability\",           \"recommended_value\" : \"30\"         },         \"Bind User DN\" : {           \"suggested_improvement\" : \"Use a less privileged account for binding\",           \"recommended_value\" : \"cn=readonly,dc=openam,dc=example,dc=org\"         },         \"Minimum Password Length\" : {           \"suggested_improvement\" : \"Increase minimum password length\",           \"recommended_value\" : \"12\"         },         \"Primary LDAP Server\" : {           \"suggested_improvement\" : \"Add failover servers\",           \"recommended_value\" : [ \"openam1.example.org:50389\", \"openam2.example.org:50389\" ]         },         \"Trust All Server Certificates\" : {           \"suggested_improvement\" : \"Disable to enforce certificate validation\",           \"recommended_value\" : false         },         \"LDAP Connection Mode\" : {           \"suggested_improvement\" : \"Use LDAPS for encrypted connections\",           \"recommended_value\" : \"LDAPS\"         },         \"Authentication Level\" : {           \"suggested_improvement\" : \"Increase authentication level for LDAP operations\",           \"recommended_value\" : \"1\"         },         \"LDAPS Server Protocol Version\" : {           \"suggested_improvement\" : \"Use latest TLS version\",           \"recommended_value\" : \"TLSv1.2\"         }       }     },     \"OATH\" : {       \"settings\" : {         \"Minimum Secret Key Length\" : {           \"suggested_improvement\" : \"Increase key length for better security\",           \"recommended_value\" : \"64\"         },         \"TOTP Time Step Interval\" : {           \"suggested_improvement\" : \"Balance between security and usability\",           \"recommended_value\" : \"60\"         },         \"Maximum Allowed Clock Drift\" : {           \"suggested_improvement\" : \"Allow slight clock drift\",           \"recommended_value\" : \"1\"         },         \"OATH Algorithm to Use\" : {           \"suggested_improvement\" : \"Use TOTP instead of HOTP for better security\",           \"recommended_value\" : \"TOTP\"         },         \"One Time Password Length\" : {           \"suggested_improvement\" : \"Increase OTP length\",           \"recommended_value\" : \"8\"         },         \"Authentication Level\" : {           \"suggested_improvement\" : \"Increase authentication level for OATH\",           \"recommended_value\" : \"2\"         }       }     },   } } <\/code><\/pre>\n
\u041a\u0430\u043a \u0432\u0438\u0434\u043d\u043e \u0438\u0437 \u0432\u044b\u0432\u043e\u0434\u0430 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0432\u044b\u0448\u0435 (JSON \u0431\u044b\u043b \u043e\u0442\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u0440\u043e\u0432\u0430\u043d \u0434\u043b\u044f \u0443\u0434\u043e\u0431\u0441\u0442\u0432\u0430 \u0447\u0442\u0435\u043d\u0438\u044f), \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u043e\u0442 OpenAM \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044e \u043c\u043e\u0434\u0443\u043b\u0435\u0439 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438, \u0444\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u0442 \u043f\u0440\u043e\u043c\u043f\u0442 \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438 \u0432 LLM, \u0438 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0432 JSON \u0444\u043e\u0440\u043c\u0430\u0442\u0435.<\/p>\n
\u0414\u0430\u0432\u0430\u0439\u0442\u0435 \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u043c, \u043a\u0430\u043a\u0438\u0435 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438 \u043f\u043e \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0435 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 LLM \u0438 \u043c\u043e\u0436\u043d\u043e \u043b\u0438 \u0438\u0445 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c.<\/p>\n
\u0412\u043e\u0437\u044c\u043c\u0435\u043c \u0434\u043b\u044f \u043f\u0440\u0438\u043c\u0435\u0440\u0430 \u043c\u043e\u0434\u0443\u043b\u044c \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0447\u0435\u0440\u0435\u0437 LDAP \u0438 \u0432\u043e\u0437\u044c\u043c\u0435\u043c \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u044e \u043f\u043e \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0435\u00a0Bind User DN: cn=Directory Manager<\/code>\u00a0. \u0420\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u044f LLM \u043f\u043e \u044d\u0442\u043e\u0439 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0435:<\/p>\n
\"Bind User DN\" : {   \"suggested_improvement\" : \"Use a less privileged account for binding\",   \"recommended_value\" : \"cn=readonly,dc=openam,dc=example,dc=org\" }, <\/code><\/pre>\n
LLM \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0443\u0447\u0435\u0442\u043d\u0443\u044e \u0437\u0430\u043f\u0438\u0441\u044c \u0441 \u043c\u0435\u043d\u044c\u0448\u0438\u043c\u0438 \u043f\u0440\u0438\u0432\u0438\u043b\u0435\u0433\u044f\u043c\u0438 \u0434\u043b\u044f \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438. \u0414\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e,\u00a0cn=Directory Manager<\/code>\u00a0\u0438\u043c\u0435\u0435\u0442 \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u043f\u0440\u0430\u0432\u0430, \u0445\u043e\u0442\u044f \u0443\u0447\u0435\u0442\u043d\u043e\u0439 \u0437\u0430\u043f\u0438\u0441\u0438 \u0441 \u043f\u0440\u0430\u0432\u0430\u043c\u0438 \u0442\u043e\u043b\u044c\u043a\u043e \u0434\u043b\u044f \u0447\u0442\u0435\u043d\u0438\u044f \u0432\u043f\u043e\u043b\u043d\u0435 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0434\u043b\u044f \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438.<\/p>\n
\u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0435\u0449\u0435 \u043e\u0434\u0438\u043d \u043f\u0440\u0438\u043c\u0435\u0440 \u0434\u043b\u044f \u043c\u043e\u0434\u0443\u043b\u044f OATH — \u043c\u043e\u0434\u0443\u043b\u044c \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 \u043e\u0434\u043d\u043e\u0440\u0430\u0437\u043e\u0432\u044b\u0445 \u043f\u0430\u0440\u043e\u043b\u0435\u0439. \u0414\u043b\u044f \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438\u00a0OATH Algorithm to Use: HOTP<\/code>\u00a0\u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u044f LLM \u0432\u0435\u0440\u043d\u0443\u043b\u0430\u0441\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0430\u044f:<\/p>\n
\"OATH Algorithm to Use\" : {   \"suggested_improvement\" : \"Use TOTP instead of HOTP for better security\",   \"recommended_value\" : \"TOTP\" }, <\/code><\/pre>\n
LLM \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u00a0TOTP<\/a>\u00a0\u0432\u043c\u0435\u0441\u0442\u043e\u00a0HOTP<\/a>. \u0414\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e, \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c TOTP (Time-based one-time password)<\/strong>\u00a0\u0434\u043b\u044f \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 \u043e\u0434\u043d\u043e\u0440\u0430\u0437\u043e\u0432\u044b\u0445 \u043f\u0430\u0440\u043e\u043b\u0435\u0439 \u043f\u0440\u0438\u0448\u0435\u043b \u043d\u0430 \u0441\u043c\u0435\u043d\u0443 HOTP (HMAC-based one-time password), \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0431\u043e\u043b\u0435\u0435 \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u043c \u0438 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f.<\/p>\n
\u0422\u043e \u0435\u0441\u0442\u044c, \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438 LLM \u043f\u0440\u0438 \u0430\u043d\u0430\u043b\u0438\u0437\u0435 \u0441\u0438\u0441\u0442\u0435\u043c \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u043e\u043c \u0432\u043f\u043e\u043b\u043d\u0435 \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c \u0432\u043e \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435.<\/p>\n
\u0422\u0435\u043f\u0435\u0440\u044c \u043d\u0435\u043c\u043d\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0434\u0435\u0442\u0430\u043b\u0435\u0439. \u041e\u043f\u0438\u0448\u0435\u043c, \u043a\u0430\u043a \u0438\u043c\u0435\u043d\u043d\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0444\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u0442 \u043f\u0440\u043e\u043c\u043f\u0442 \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430.<\/p>\n
\u041f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0435 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438 OpenAM \u0447\u0435\u0440\u0435\u0437 API<\/h4>\n
\u041f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0432\u044b\u0437\u044b\u0432\u0430\u0435\u0442 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e API \u0434\u043b\u044f \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043a \u0438 \u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u0438\u0437 OpenAM. \u0414\u043b\u044f \u043f\u0440\u043e\u0441\u0442\u043e\u0442\u044b, \u0432\u043c\u0435\u0441\u0442\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0445 \u0432\u044b\u0437\u043e\u0432\u043e\u0432 API \u0431\u0443\u0434\u0435\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0443\u0442\u0438\u043b\u0438\u0442\u044b\u00a0curl<\/a>.<\/p>\n
\u0414\u043b\u044f \u043d\u0430\u0447\u0430\u043b\u0430 \u043f\u043e\u043b\u0443\u0447\u0438\u043c \u0442\u043e\u043a\u0435\u043d \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 OpenAM<\/p>\n
curl -X POST \\  --header \"X-OpenAM-Username: amadmin\" \\  --header \"X-OpenAM-Password: passw0rd\" \\  http:\/\/openam.example.org:8080\/openam\/json\/authenticate   {    \"realm\" : \"\/\",    \"successUrl\" : \"\/openam\/console\",    \"tokenId\" : \"AQIC5wM2LY4SfcyDgAXiN7z4jGvfcK9CKHghI-BGMriZUGM.*AAJTSQACMDEAAlNLABEyMTc1NDgwMDA5MzUxMTczOQACUzEAAA..*\" } <\/code><\/pre>\n
\u0422\u043e\u043a\u0435\u043d (\u043f\u043e\u043b\u0435\u00a0tokenId<\/code>) \u0438\u0437 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u043e\u0433\u043e \u043e\u0442\u0432\u0435\u0442\u0430 \u0431\u0443\u0434\u0435\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0434\u043b\u044f \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438 OpenAM.<\/p>\n
\u041f\u043e\u043b\u0443\u0447\u0438\u043c \u0441\u043f\u0438\u0441\u043e\u043a \u043c\u043e\u0434\u0443\u043b\u0435\u0439 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438:<\/p>\n
curl -H \"iPlanetDirectoryPro: AQIC5wM2LY4SfcyDgAXiN7z4jGvfcK9CKHghI-BGMriZUGM.*AAJTSQACMDEAAlNLABEyMTc1NDgwMDA5MzUxMTczOQACUzEAAA..*\" \\   -H \"Accept: application\/json\" \\   \"http:\/\/openam.example.org:8080\/openam\/json\/realms\/root\/realm-config\/authentication\/modules?_queryFilter=true\"  {    \"pagedResultsCookie\" : null,    \"remainingPagedResults\" : -1,    \"result\" : [       {          \"_id\" : \"HOTP\",          \"_rev\" : \"120870935\",          \"type\" : \"hotp\",          \"typeDescription\" : \"HOTP\"       },       ...       {          \"_id\" : \"LDAP\",          \"_rev\" : \"1968417813\",          \"type\" : \"ldap\",          \"typeDescription\" : \"LDAP\"       }    ],    \"resultCount\" : 8,    \"totalPagedResults\" : 8,    \"totalPagedResultsPolicy\" : \"EXACT\" }      <\/code><\/pre>\n
\u0414\u043b\u044f \u043a\u0430\u0436\u0434\u043e\u0433\u043e \u0438\u0437 \u043c\u043e\u0434\u0443\u043b\u0435\u0439 \u043f\u043e\u043b\u0443\u0447\u0438\u043c \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438<\/p>\n
curl -H \"iPlanetDirectoryPro: AQIC5wM2LY4SfcyDgAXiN7z4jGvfcK9CKHghI-BGMriZUGM.*AAJTSQACMDEAAlNLABEyMTc1NDgwMDA5MzUxMTczOQACUzEAAA..*\" \\   -H \"Accept: application\/json\" \\   \"http:\/\/openam.example.org:8080\/openam\/json\/realms\/root\/realm-config\/authentication\/modules\/oath\/OATH\"    {    \"_id\" : \"OATH\",    \"_rev\" : \"37804103\",    \"_type\" : {       \"_id\" : \"oath\",       \"collection\" : true,       \"name\" : \"OATH\"    },    \"addChecksum\" : \"False\",    \"authenticationLevel\" : 0,    \"forgerock-oath-maximum-clock-drift\" : 0,    \"forgerock-oath-observed-clock-drift-attribute-name\" : \"\",    \"forgerock-oath-sharedsecret-implementation-class\" : \"org.forgerock.openam.authentication.modules.oath.plugins.DefaultSharedSecretProvider\",    \"hotpCounterAttribute\" : \"\",    \"hotpWindowSize\" : 100,    \"lastLoginTimeAttribute\" : \"\",    \"minimumSecretKeyLength\" : \"32\",    \"oathAlgorithm\" : \"HOTP\",    \"passwordLength\" : \"6\",    \"secretKeyAttribute\" : \"\",    \"stepsInWindow\" : 2,    \"timeStepSize\" : 30,    \"truncationOffset\" : -1 } <\/code><\/pre>\n
\u0418 \u0434\u043b\u044f \u0442\u043e\u0433\u043e, \u0447\u0442\u043e\u0431\u044b LLM \u043f\u043e\u043d\u0438\u043c\u0430\u043b\u0430, \u0447\u0442\u043e \u043a\u0430\u0436\u0434\u0430\u044f \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u043e\u0431\u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442, \u043f\u043e\u043b\u0443\u0447\u0438\u043c \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043a \u0438\u0437 \u043c\u0435\u0442\u0430\u0434\u0430\u043d\u043d\u044b\u0445 OpenAM<\/p>\n
curl -X \"POST\" \\   -H \"iPlanetDirectoryPro: AQIC5wM2LY4SfcyDgAXiN7z4jGvfcK9CKHghI-BGMriZUGM.*AAJTSQACMDEAAlNLABEyMTc1NDgwMDA5MzUxMTczOQACUzEAAA..*\" \\   -H \"Accept: application\/json\" \\   \"http:\/\/openam.example.org:8080\/openam\/json\/realms\/root\/realm-config\/authentication\/modules\/oath?_action=schema\" {    \"properties\" : {       \"addChecksum\" : {          \"description\" : \"This adds a checksum digit to the OTP.<br><br>This adds a digit to the end of the OTP generated to be used as a checksum to verify the OTP was generated correctly. This is in addition to the actual password length. You should only set this if your device supports it.\",          \"enum\" : [             \"True\",             \"False\"          ],          \"exampleValue\" : \"\",          \"options\" : {             \"enum_titles\" : [                \"Yes\",                \"No\"             ]          },          \"propertyOrder\" : 800,          \"required\" : true,          \"title\" : \"Add Checksum Digit\",          \"type\" : \"string\"       },       \"authenticationLevel\" : {          \"description\" : \"The authentication level associated with this module.<br><br>Each authentication module has an authentication level that can be used to indicate the level of security associated with the module; 0 is the lowest (and the default).\",          \"exampleValue\" : \"\",          \"propertyOrder\" : 100,          \"required\" : true,          \"title\" : \"Authentication Level\",          \"type\" : \"integer\"       },      ...       \"timeStepSize\" : {          \"description\" : \"The TOTP time step in seconds that the OTP device uses to generate the OTP.<br><br>This is the time interval that one OTP is valid for. For example, if the time step is 30 seconds, then a new OTP will be generated every 30 seconds. This makes a single OTP valid for only 30 seconds.\",          \"exampleValue\" : \"\",          \"propertyOrder\" : 1000,          \"required\" : true,          \"title\" : \"TOTP Time Step Interval\",          \"type\" : \"integer\"       },       \"truncationOffset\" : {          \"description\" : \"This adds an offset to the generation of the OTP.<br><br>This is an option used by the HOTP algorithm that not all devices support. This should be left default unless you know your device uses a offset.\",          \"exampleValue\" : \"\",          \"propertyOrder\" : 900,          \"required\" : true,          \"title\" : \"Truncation Offset\",          \"type\" : \"integer\"       }    },    \"type\" : \"object\" }  <\/code><\/pre>\n
\u0421\u043e\u0431\u0435\u0440\u0435\u043c \u0432\u0441\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0432\u043c\u0435\u0441\u0442\u0435 \u0438 \u0432 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 \u043f\u043e\u043b\u0443\u0447\u0438\u043c \u0434\u0430\u043d\u043d\u044b\u0435 \u0434\u043b\u044f \u043f\u0440\u043e\u043c\u043f\u0442\u0430 \u043a LLM.<\/p>\n
{   \"modules\": [     ...     {       \"name\": \"LDAP\",       \"settings\": {         \"LDAP Connection Heartbeat Interval\": 10,         \"Bind User DN\": \"cn=Directory Manager\",         \"LDAP Connection Heartbeat Time Unit\": \"SECONDS\",         \"Return User DN to DataStore\": true,         \"Minimum Password Length\": \"8\",         \"Search Scope\": \"SUBTREE\",         \"Primary LDAP Server\": [           \"openam.example.org:50389\"         ],         \"Attributes Used to Search for a User to be Authenticated\": [           \"uid\"         ],         \"DN to Start User Search\": [           \"dc=openam,dc=example,dc=org\"         ],         \"Overwrite User Name in sharedState upon Authentication Success\": false,         \"User Search Filter\": null,         \"LDAP Behera Password Policy Support\": true,         \"Trust All Server Certificates\": false,         \"Secondary LDAP Server\": [],         \"LDAP Connection Mode\": \"LDAP\",         \"Authentication Level\": 0,         \"Attribute Used to Retrieve User Profile\": \"uid\",         \"Bind User Password\": null,         \"LDAP operations timeout\": 0,         \"User Creation Attributes\": [],         \"LDAPS Server Protocol Version\": \"TLSv1\"       }     },     {       \"name\": \"OATH\",       \"settings\": {         \"Minimum Secret Key Length\": \"32\",         \"Clock Drift Attribute Name\": \"\",         \"Counter Attribute Name\": \"\",         \"TOTP Time Step Interval\": 30,         \"The Shared Secret Provider Class\": \"org.forgerock.openam.authentication.modules.oath.plugins.DefaultSharedSecretProvider\",         \"Add Checksum Digit\": \"False\",         \"Maximum Allowed Clock Drift\": 0,         \"Last Login Time Attribute\": \"\",         \"Secret Key Attribute Name\": \"\",         \"OATH Algorithm to Use\": \"HOTP\",         \"One Time Password Length \": \"6\",         \"TOTP Time Steps\": 2,         \"Truncation Offset\": -1,         \"HOTP Window Size\": 100,         \"Authentication Level\": 0       }     },     ... <\/code><\/pre>\n
\u0417\u0430\u043f\u0440\u043e\u0441 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0439 \u043e\u0442 LLM \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 Spring AI<\/h4>\n
\u0421\u0444\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u043c \u043f\u0440\u043e\u043c\u043f\u0442 \u0434\u043b\u044f LLM<\/p>\n
\u0418\u0437 \u0444\u0430\u0439\u043b\u0430 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438\u00a0application.yaml<\/code>\u00a0\u0432\u043e\u0437\u044c\u043c\u0435\u043c \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u044b\u0439 \u043f\u0440\u043e\u043c\u043f\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0434\u0430\u0441\u0442 LLM \u043f\u043e\u043d\u044f\u0442\u044c \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0437\u0430\u0434\u0430\u0447\u0438 \u0438 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u0443\u044e \u0440\u043e\u043b\u044c:<\/p>\n
var systmMessage = new SystemMessage(promptConfiguration.system()) <\/code><\/pre>\n
\u0412 \u0448\u0430\u0431\u043b\u043e\u043d \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u043e\u0433\u043e \u043f\u0440\u043e\u043c\u043f\u0442\u0430 \u0432\u0441\u0442\u0430\u0432\u0438\u043c \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u0443\u044e \u0438\u0437 OpenAM \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044e \u043c\u043e\u0434\u0443\u043b\u0435\u0439 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u0438\u043c \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438.<\/p>\n
var userTemplate = PromptTemplate.builder()                 .renderer(StTemplateRenderer.builder().startDelimiterToken('<').endDelimiterToken('>').build())                 .template(promptConfiguration.modules().user())           .build();  var userMessage = userTemplate.render(Map.of(\"modules\", promptModulesJson))         .concat(System.lineSeparator())   .concat(promptConfiguration.modules().task());  <\/code><\/pre>\n
\u0421\u043e\u0431\u0435\u0440\u0435\u043c \u0438\u0442\u043e\u0433\u043e\u0432\u044b\u0439 \u043f\u0440\u043e\u043c\u043f\u0442 \u0434\u043b\u044f LLM:<\/p>\n
var propmt = Prompt.builder().messages(         new SystemMessage(systmMessage),         new UserMessage(userMessage)).build(); <\/code><\/pre>\n
\u0418\u0442\u043e\u0433\u043e\u0432\u044b\u0439 \u043f\u0440\u043e\u043c\u043f\u0442 \u0432\u043c\u0435\u0441\u0442\u0435 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0438\u0437 OpenAM:<\/p>\n
SYSTEM: You are an information security expert with 20 years of experience. USER: I have an access management system with the following modules: ```json {   \"modules\": [     ...     {       \"name\": \"LDAP\",       \"settings\": {         \"LDAP Connection Heartbeat Interval\": 10,         \"Bind User DN\": \"cn=Directory Manager\",         \"LDAP Connection Heartbeat Time Unit\": \"SECONDS\",         \"Return User DN to DataStore\": true,         \"Minimum Password Length\": \"8\",         \"Search Scope\": \"SUBTREE\",         \"Primary LDAP Server\": [           \"openam.example.org:50389\"         ],         \"Attributes Used to Search for a User to be Authenticated\": [           \"uid\"         ],         \"DN to Start User Search\": [           \"dc=openam,dc=example,dc=org\"         ],         \"Overwrite User Name in sharedState upon Authentication Success\": false,         \"User Search Filter\": null,         \"LDAP Behera Password Policy Support\": true,         \"Trust All Server Certificates\": false,         \"Secondary LDAP Server\": [],         \"LDAP Connection Mode\": \"LDAP\",         \"Authentication Level\": 0,         \"Attribute Used to Retrieve User Profile\": \"uid\",         \"Bind User Password\": null,         \"LDAP operations timeout\": 0,         \"User Creation Attributes\": [],         \"LDAPS Server Protocol Version\": \"TLSv1\"       }     },     {       \"name\": \"OATH\",       \"settings\": {         \"Minimum Secret Key Length\": \"32\",         \"Clock Drift Attribute Name\": \"\",         \"Counter Attribute Name\": \"\",         \"TOTP Time Step Interval\": 30,         \"The Shared Secret Provider Class\": \"org.forgerock.openam.authentication.modules.oath.plugins.DefaultSharedSecretProvider\",         \"Add Checksum Digit\": \"False\",         \"Maximum Allowed Clock Drift\": 0,         \"Last Login Time Attribute\": \"\",         \"Secret Key Attribute Name\": \"\",         \"OATH Algorithm to Use\": \"HOTP\",         \"One Time Password Length \": \"6\",         \"TOTP Time Steps\": 2,         \"Truncation Offset\": -1,         \"HOTP Window Size\": 100,         \"Authentication Level\": 0       }     },     ... } <\/code><\/pre>\n
Analyze each module option and suggest security and performance improvements. Consider an optimal tradeoff between security and user experience. Provide a recommended value for each option where possible and there is a difference from the provided value. Format the response with proper indentation and consistent structure. The response format: { \u201cmodules\u201d: {\u00a0: {«settings»: {«<\/p>\n
 \u041e\u0442\u043f\u0440\u0430\u0432\u0438\u043c \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0439 \u043f\u0440\u043e\u043c\u043f\u0442 \u0432 LLM \u0438 \u0432\u044b\u0432\u0435\u0434\u0435\u043c \u0432 \u043b\u043e\u0433 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442:  ```java var clientPrompt = chatClient.prompt(prompt).advisors(new SimpleLoggerAdvisor()); var modulesAdvice = clientPrompt.call().entity(Map.class); logger.info(\"modules advice:\\n{}\", objectMapper.writerWithDefaultPrettyPrinter().writeValueAsString(modulesAdvice)); <\/code><\/pre>\n
\u041b\u043e\u043a\u0430\u043b\u044c\u043d\u044b\u0439 \u0437\u0430\u043f\u0443\u0441\u043a \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f<\/h3>\n
\u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0430\u0434\u0430\u043f\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0432 \u0441\u0432\u043e\u0435\u0439 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0435:<\/p>\n
\u041a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044f \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u043e\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0447\u0435\u0440\u0435\u0437 \u0444\u0430\u0439\u043b\u00a0application.yaml<\/code><\/a>.<\/p>\n
\u041e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u043e\u043f\u0446\u0438\u0439 \u043f\u0440\u0438\u0432\u0435\u0434\u0435\u043d\u043e \u0432 \u0442\u0430\u0431\u043b\u0438\u0446\u0435 \u043d\u0438\u0436\u0435:<\/p>\n
\n
\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\n
Option<\/p>\n<\/th>\n
\n
Description<\/p>\n<\/th>\n<\/tr>\n
\n
spring.ai.openai.base_url<\/code><\/p>\n<\/td>\n
\n
\u0418\u0441\u0445\u043e\u0434\u043d\u044b\u0439 \u0430\u0434\u0440\u0435\u0441 API LLM<\/p>\n<\/td>\n<\/tr>\n
\n
spring.ai.openai.api-key<\/code><\/p>\n<\/td>\n
\n
\u041a\u043b\u044e\u0447 API \u043c\u043e\u0434\u0435\u043b\u0438<\/p>\n<\/td>\n<\/tr>\n
\n
spring.ai.openai.chat.options.model<\/code><\/p>\n<\/td>\n
\n
\u0412\u0438\u0434 LLM \u043c\u043e\u0434\u0435\u043b\u0438<\/p>\n<\/td>\n<\/tr>\n
\n
spring.ai.openai.chat.options.temperature<\/code><\/p>\n<\/td>\n
\n
\u0422\u0435\u043c\u043f\u0435\u0440\u0430\u0442\u0443\u0440\u0430. \u0427\u0435\u043c \u043d\u0438\u0436\u0435 \u0442\u0435\u043c\u043f\u0435\u0440\u0430\u0442\u0443\u0440\u0430, \u0442\u0435\u043c \u0431\u043e\u043b\u0435\u0435 \u0434\u0435\u0442\u0435\u0440\u043c\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d \u043e\u0442\u0432\u0435\u0442 \u043e\u0442 LLM<\/p>\n<\/td>\n<\/tr>\n
\n
prompt.system<\/code><\/p>\n<\/td>\n
\n
\u041e\u0431\u0449\u0438\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u044b\u0439 \u043f\u0440\u043e\u043c\u043f\u0442<\/p>\n<\/td>\n<\/tr>\n
\n
prompt.modules.user<\/code><\/p>\n<\/td>\n
\n
\u041f\u0440\u043e\u043c\u043f\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u043c\u043e\u0434\u0443\u043b\u0435\u0439 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438<\/p>\n<\/td>\n<\/tr>\n
\n
prompt.modules.task<\/code><\/p>\n<\/td>\n
\n
\u041f\u0440\u043e\u043c\u043f\u0442 \u0437\u0430\u0434\u0430\u0447\u0438 \u0434\u043b\u044f LLM \u043d\u0430 \u0430\u043d\u0430\u043b\u0438\u0437 \u043c\u043e\u0434\u0443\u043b\u0435\u0439 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438<\/p>\n<\/td>\n<\/tr>\n
\n
prompt.flows.user<\/code><\/p>\n<\/td>\n
\n
\u041f\u0440\u043e\u043c\u043f\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0446\u0435\u043f\u043e\u0447\u0435\u043a \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438<\/p>\n<\/td>\n<\/tr>\n
\n
prompt.flows.task<\/code><\/p>\n<\/td>\n
\n
\u041f\u0440\u043e\u043c\u043f\u0442 \u0437\u0430\u0434\u0430\u0447\u0438 \u0434\u043b\u044f LLM \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0446\u0435\u043f\u043e\u0447\u0435\u043a \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438<\/p>\n<\/td>\n<\/tr>\n
\n
openam.url<\/code><\/p>\n<\/td>\n
\n
URL OpenAM<\/p>\n<\/td>\n<\/tr>\n
\n
openam.login<\/code><\/p>\n<\/td>\n
\n
\u041b\u043e\u0433\u0438\u043d \u0443\u0447\u0435\u0442\u043d\u043e\u0439 \u0437\u0430\u043f\u0438\u0441\u0438 OpenAM<\/p>\n<\/td>\n<\/tr>\n
\n
openam.password<\/code><\/p>\n<\/td>\n
\n
\u041f\u0430\u0440\u043e\u043b\u044c \u0443\u0447\u0435\u0442\u043d\u043e\u0439 \u0437\u0430\u043f\u0438\u0441\u0438 OpenAM<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n
\u0417\u0430\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435<\/h3>\n
LLM \u043f\u043e\u043a\u0430\u0437\u0430\u043b\u0430 \u0434\u043e\u0432\u043e\u043b\u044c\u043d\u043e \u043d\u0435\u043f\u043b\u043e\u0445\u0438\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0430\u0443\u0434\u0438\u0442\u0430 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438 OpenAM. \u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u043c\u043e\u0436\u0435\u0442 \u0432\u044b\u044f\u0432\u043b\u044f\u0442\u044c \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u0438 \u0432 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438 \u0438 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438, \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0435 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u043c \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u0430\u043c \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u0439 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438.<\/p>\n
\u0412 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u0448\u0430\u0433\u043e\u0432 \u043c\u043e\u0436\u043d\u043e \u0440\u0430\u0441\u0448\u0438\u0440\u0438\u0442\u044c \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u043f\u043e\u043b\u0438\u0442\u0438\u043a \u0430\u0432\u0442\u043e\u0440\u0438\u0437\u0430\u0446\u0438\u0438, \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432 \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f \u043a \u0432\u043d\u0435\u0448\u043d\u0438\u043c \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0430\u043c \u0434\u0430\u043d\u043d\u044b\u0445, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u043d\u0430 \u0431\u0430\u0437\u0435 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u043d\u043e\u0433\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f\u00a0MCP<\/a>\u00a0\u0441\u0435\u0440\u0432\u0435\u0440 \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438 \u0441\u0438\u0441\u0442\u0435\u043c \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u043e\u043c \u0447\u0435\u0440\u0435\u0437 LLM.<\/p>\n<\/div>\n<\/div>\n<\/div>\n
<\/div>\n

 \u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438  https:\/\/habr.com\/ru\/articles\/923430\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
<\/div>\n
\n
\n
\n
\n
\u0414\u0430\u043d\u043d\u0430\u044f \u0441\u0442\u0430\u0442\u044c\u044f \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0435\u043d\u0438\u0435\u043c \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439\u00a0\u0441\u0442\u0430\u0442\u044c\u0438<\/a>\u00a0\u043f\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044e LLM \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u043e\u043c. \u0412 \u043a\u043e\u043d\u0446\u0435 \u0441\u0442\u0430\u0442\u044c\u0438 \u043c\u044b \u043f\u0440\u0438\u0448\u043b\u0438 \u043a \u0432\u044b\u0432\u043e\u0434\u0443, \u0447\u0442\u043e \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c LLM \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u0430\u0443\u0434\u0438\u0442\u0430 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u043e\u043c.<\/p>\n
\u0412 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u0440\u0430\u0437\u0432\u0435\u0440\u043d\u0435\u043c \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u043e\u043c, \u0437\u0430\u043f\u0440\u043e\u0441\u0438\u043c \u0443 LLM \u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044e \u0438 \u0432\u0435\u0440\u043d\u0443\u0442\u044c \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438 \u043f\u043e \u0435\u0435 \u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u044e.<\/p>\n
\u0412 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u043e\u043c \u043c\u044b \u0431\u0443\u0434\u0435\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0441 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u043c \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u043c \u043a\u043e\u0434\u043e\u043c\u00a0OpenAM<\/a>\u00a0(Open Access Manager) \u0441 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0435\u0439 \u043f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e.<\/p>\n
\u0423\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430 OpenAM<\/h3>\n
\u0420\u0430\u0437\u0432\u0435\u0440\u043d\u0435\u043c OpenAM \u0432 Docker \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439<\/p>\n
docker run -h openam.example.org -p 8080:8080 --name openam openidentityplatform\/openam <\/code><\/pre>\n
\u041f\u043e\u0441\u043b\u0435 \u0441\u0442\u0430\u0440\u0442\u0430 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430 \u0432\u044b\u043f\u043e\u043b\u043d\u0438\u043c \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u0443\u044e \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044e \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439<\/p>\n
docker exec -w '\/usr\/openam\/ssoconfiguratortools' openam bash -c \\ 'echo \"ACCEPT_LICENSES=true SERVER_URL=http:\/\/openam.example.org:8080 DEPLOYMENT_URI=\/$OPENAM_PATH BASE_DIR=$OPENAM_DATA_DIR locale=en_US PLATFORM_LOCALE=en_US AM_ENC_KEY= ADMIN_PWD=passw0rd AMLDAPUSERPASSWD=p@passw0rd COOKIE_DOMAIN=example.org ACCEPT_LICENSES=true DATA_STORE=embedded DIRECTORY_SSL=SIMPLE DIRECTORY_SERVER=openam.example.org DIRECTORY_PORT=50389 DIRECTORY_ADMIN_PORT=4444 DIRECTORY_JMX_PORT=1689 ROOT_SUFFIX=dc=openam,dc=example,dc=org DS_DIRMGRDN=cn=Directory Manager DS_DIRMGRPASSWD=passw0rd\" > conf.file && java -jar openam-configurator-tool*.jar --file conf.file' <\/code><\/pre>\n
\u041f\u043e\u0441\u043b\u0435 \u0437\u0430\u0432\u0435\u0440\u0448\u0435\u043d\u0438\u044f \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438, \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u043c, \u0447\u0442\u043e OpenAM \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442. \u0412\u044b\u0437\u043e\u0432\u0435\u043c API \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0434\u043b\u044f \u0443\u0447\u0435\u0442\u043d\u043e\u0439 \u0437\u0430\u043f\u0438\u0441\u0438\u00a0demo<\/code>:<\/p>\n
curl -X POST \\  --header \"X-OpenAM-Username: demo\" \\  --header \"X-OpenAM-Password: changeit\" \\  http:\/\/openam.example.org:8080\/openam\/json\/authenticate {\"tokenId\":\"AQIC5wM2LY4SfczeNbGH-CImBSl6bCnAKM1oxqS110Kkb9I.*AAJTSQACMDEAAlNLABM0MTM4NDQ3MTQyOTI5Njk1MTA3AAJTMQAA*\",\"successUrl\":\"\/openam\/console\",\"realm\":\"\/\"} <\/code><\/pre>\n
Spring AI \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u0430\u0443\u0434\u0438\u0442\u0430<\/h3>\n
\u0414\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0430\u0443\u0434\u0438\u0442\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435\u00a0Spring Boot<\/a>\u00a0\u0438\u00a0Spring AI<\/a>.<\/p>\n
\u041f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044e \u043c\u043e\u0434\u0443\u043b\u0435\u0439 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0438 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u0442 \u0446\u0435\u043f\u043e\u0447\u043a\u0438 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438. \u0417\u0430\u0442\u0435\u043c \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438 \u043f\u043e \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043a \u0438 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442 \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043d\u043e\u0432\u044b\u0435 \u0446\u0435\u043f\u043e\u0447\u043a\u0438 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438.<\/p>\n
\u0414\u043b\u044f \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0446\u0435\u043b\u0435\u0439 \u0438, \u0447\u0442\u043e\u0431\u044b \u043d\u0435 \u0437\u0430\u0433\u0440\u043e\u043c\u043e\u0436\u0434\u0430\u0442\u044c \u0441\u0442\u0430\u0442\u044c\u044e, \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0431\u0443\u0434\u0435\u0442 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0432 \u043a\u043e\u043d\u0441\u043e\u043b\u044c\u043d\u043e\u043c \u0440\u0435\u0436\u0438\u043c\u0435.<\/p>\n
\u0418\u0441\u0445\u043e\u0434\u043d\u044b\u0439 \u043a\u043e\u0434 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0440\u0430\u0441\u043f\u043e\u043b\u043e\u0436\u0435\u043d \u043f\u043e\u00a0\u0441\u0441\u044b\u043b\u043a\u0435<\/a>.<\/p>\n
\u0411\u044b\u0441\u0442\u0440\u044b\u0439 \u0441\u0442\u0430\u0440\u0442<\/h4>\n
\u041f\u0435\u0440\u0435\u0434 \u0442\u0435\u043c, \u043a\u0430\u043a \u043f\u043e\u0433\u0440\u0443\u0436\u0430\u0442\u044c\u0441\u044f \u0441 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0434\u0435\u0442\u0430\u043b\u0438, \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u043c, \u0447\u0442\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u0430\u0443\u0434\u0438\u0442\u0430 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442, \u0430 \u043f\u043e\u0442\u043e\u043c \u0443\u0436\u0435 \u043f\u043e\u0433\u0440\u0443\u0437\u0438\u043c\u0441\u044f \u0432 \u0434\u0435\u0442\u0430\u043b\u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438. \u0414\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0434\u043e\u043b\u0436\u0435\u043d \u0431\u044b\u0442\u044c \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d JDK \u043d\u0435 \u043d\u0438\u0436\u0435 17 \u0432\u0435\u0440\u0441\u0438\u0438.<\/p>\n
\u0417\u0430\u043f\u0443\u0441\u0442\u0438\u043c \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435<\/p>\n
.\/mvnw spring-boot:run  2025-06-09T10:21:51.016+03:00  INFO 11080 --- [OpenAM AI Analyzer] [           main] o.o.openam.ai.analyzer.cmd.Runner        : analyzing access modules... 2025-06-09T10:21:51.016+03:00  INFO 11080 --- [OpenAM AI Analyzer] [           main] o.o.o.a.a.s.AccessManagerAnalyzerService : querying OpenAM for a prompt data... 2025-06-09T10:21:51.532+03:00  INFO 11080 --- [OpenAM AI Analyzer] [           main] o.o.o.a.a.s.AccessManagerAnalyzerService : generated client prompt: SYSTEM: You are an information security expert with 20 years of experience. USER: I have an access management system with the following modules: '''json {   \"modules\": [     ...     {       \"name\": \"LDAP\",       \"settings\": {         \"LDAP Connection Heartbeat Interval\": 10,         \"Bind User DN\": \"cn=Directory Manager\",         \"LDAP Connection Heartbeat Time Unit\": \"SECONDS\",         \"Return User DN to DataStore\": true,         \"Minimum Password Length\": \"8\",         \"Search Scope\": \"SUBTREE\",         \"Primary LDAP Server\": [           \"openam.example.org:50389\"         ],         \"Attributes Used to Search for a User to be Authenticated\": [           \"uid\"         ],         \"DN to Start User Search\": [           \"dc=openam,dc=example,dc=org\"         ],         \"Overwrite User Name in sharedState upon Authentication Success\": false,         \"User Search Filter\": null,         \"LDAP Behera Password Policy Support\": true,         \"Trust All Server Certificates\": false,         \"Secondary LDAP Server\": [],         \"LDAP Connection Mode\": \"LDAP\",         \"Authentication Level\": 0,         \"Attribute Used to Retrieve User Profile\": \"uid\",         \"Bind User Password\": null,         \"LDAP operations timeout\": 0,         \"User Creation Attributes\": [],         \"LDAPS Server Protocol Version\": \"TLSv1\"       }     },     {       \"name\": \"OATH\",       \"settings\": {         \"Minimum Secret Key Length\": \"32\",         \"Clock Drift Attribute Name\": \"\",         \"Counter Attribute Name\": \"\",         \"TOTP Time Step Interval\": 30,         \"The Shared Secret Provider Class\": \"org.forgerock.openam.authentication.modules.oath.plugins.DefaultSharedSecretProvider\",         \"Add Checksum Digit\": \"False\",         \"Maximum Allowed Clock Drift\": 0,         \"Last Login Time Attribute\": \"\",         \"Secret Key Attribute Name\": \"\",         \"OATH Algorithm to Use\": \"HOTP\",         \"One Time Password Length \": \"6\",         \"TOTP Time Steps\": 2,         \"Truncation Offset\": -1,         \"HOTP Window Size\": 100,         \"Authentication Level\": 0       }     },     ... } '''  Analyze each module option and suggest security and performance improvements. Consider an optimal tradeoff between security and user experience Provide a recommended value for each option where possible and there is a difference from provided value Format the response with proper indentation and consistent structure. The response format: { \"modules\": { <module_name>: {\"settings\": {\"<option>\": {\"suggested_improvement\": <suggested improvement>, \"recommended_value\": <recommended_value>}}}}} omit any additional text  2025-06-09T10:21:51.533+03:00  INFO 11080 --- [OpenAM AI Analyzer] [           main] o.o.o.a.a.s.AccessManagerAnalyzerService : querying LLM for an answer... 2025-06-09T10:22:37.441+03:00  INFO 11080 --- [OpenAM AI Analyzer] [           main] o.o.openam.ai.analyzer.cmd.Runner        : modules advice: {   \"modules\" : {     ...     \"LDAP\" : {       \"settings\" : {         \"LDAP Connection Heartbeat Interval\" : {           \"suggested_improvement\" : \"Adjust based on network latency and reliability\",           \"recommended_value\" : \"30\"         },         \"Bind User DN\" : {           \"suggested_improvement\" : \"Use a less privileged account for binding\",           \"recommended_value\" : \"cn=readonly,dc=openam,dc=example,dc=org\"         },         \"Minimum Password Length\" : {           \"suggested_improvement\" : \"Increase minimum password length\",           \"recommended_value\" : \"12\"         },         \"Primary LDAP Server\" : {           \"suggested_improvement\" : \"Add failover servers\",           \"recommended_value\" : [ \"openam1.example.org:50389\", \"openam2.example.org:50389\" ]         },         \"Trust All Server Certificates\" : {           \"suggested_improvement\" : \"Disable to enforce certificate validation\",           \"recommended_value\" : false         },         \"LDAP Connection Mode\" : {           \"suggested_improvement\" : \"Use LDAPS for encrypted connections\",           \"recommended_value\" : \"LDAPS\"         },         \"Authentication Level\" : {           \"suggested_improvement\" : \"Increase authentication level for LDAP operations\",           \"recommended_value\" : \"1\"         },         \"LDAPS Server Protocol Version\" : {           \"suggested_improvement\" : \"Use latest TLS version\",           \"recommended_value\" : \"TLSv1.2\"         }       }     },     \"OATH\" : {       \"settings\" : {         \"Minimum Secret Key Length\" : {           \"suggested_improvement\" : \"Increase key length for better security\",           \"recommended_value\" : \"64\"         },         \"TOTP Time Step Interval\" : {           \"suggested_improvement\" : \"Balance between security and usability\",           \"recommended_value\" : \"60\"         },         \"Maximum Allowed Clock Drift\" : {           \"suggested_improvement\" : \"Allow slight clock drift\",           \"recommended_value\" : \"1\"         },         \"OATH Algorithm to Use\" : {           \"suggested_improvement\" : \"Use TOTP instead of HOTP for better security\",           \"recommended_value\" : \"TOTP\"         },         \"One Time Password Length\" : {           \"suggested_improvement\" : \"Increase OTP length\",           \"recommended_value\" : \"8\"         },         \"Authentication Level\" : {           \"suggested_improvement\" : \"Increase authentication level for OATH\",           \"recommended_value\" : \"2\"         }       }     },   } } <\/code><\/pre>\n
\u041a\u0430\u043a \u0432\u0438\u0434\u043d\u043e \u0438\u0437 \u0432\u044b\u0432\u043e\u0434\u0430 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0432\u044b\u0448\u0435 (JSON \u0431\u044b\u043b \u043e\u0442\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u0440\u043e\u0432\u0430\u043d \u0434\u043b\u044f \u0443\u0434\u043e\u0431\u0441\u0442\u0432\u0430 \u0447\u0442\u0435\u043d\u0438\u044f), \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u043e\u0442 OpenAM \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044e \u043c\u043e\u0434\u0443\u043b\u0435\u0439 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438, \u0444\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u0442 \u043f\u0440\u043e\u043c\u043f\u0442 \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438 \u0432 LLM, \u0438 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0432 JSON \u0444\u043e\u0440\u043c\u0430\u0442\u0435.<\/p>\n
\u0414\u0430\u0432\u0430\u0439\u0442\u0435 \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u043c, \u043a\u0430\u043a\u0438\u0435 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438 \u043f\u043e \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0435 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 LLM \u0438 \u043c\u043e\u0436\u043d\u043e \u043b\u0438 \u0438\u0445 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c.<\/p>\n
\u0412\u043e\u0437\u044c\u043c\u0435\u043c \u0434\u043b\u044f \u043f\u0440\u0438\u043c\u0435\u0440\u0430 \u043c\u043e\u0434\u0443\u043b\u044c \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0447\u0435\u0440\u0435\u0437 LDAP \u0438 \u0432\u043e\u0437\u044c\u043c\u0435\u043c \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u044e \u043f\u043e \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0435\u00a0Bind User DN: cn=Directory Manager<\/code>\u00a0. \u0420\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u044f LLM \u043f\u043e \u044d\u0442\u043e\u0439 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0435:<\/p>\n
\"Bind User DN\" : {   \"suggested_improvement\" : \"Use a less privileged account for binding\",   \"recommended_value\" : \"cn=readonly,dc=openam,dc=example,dc=org\" }, <\/code><\/pre>\n
LLM \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0443\u0447\u0435\u0442\u043d\u0443\u044e \u0437\u0430\u043f\u0438\u0441\u044c \u0441 \u043c\u0435\u043d\u044c\u0448\u0438\u043c\u0438 \u043f\u0440\u0438\u0432\u0438\u043b\u0435\u0433\u044f\u043c\u0438 \u0434\u043b\u044f \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438. \u0414\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e,\u00a0cn=Directory Manager<\/code>\u00a0\u0438\u043c\u0435\u0435\u0442 \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u043f\u0440\u0430\u0432\u0430, \u0445\u043e\u0442\u044f \u0443\u0447\u0435\u0442\u043d\u043e\u0439 \u0437\u0430\u043f\u0438\u0441\u0438 \u0441 \u043f\u0440\u0430\u0432\u0430\u043c\u0438 \u0442\u043e\u043b\u044c\u043a\u043e \u0434\u043b\u044f \u0447\u0442\u0435\u043d\u0438\u044f \u0432\u043f\u043e\u043b\u043d\u0435 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0434\u043b\u044f \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438.<\/p>\n
\u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0435\u0449\u0435 \u043e\u0434\u0438\u043d \u043f\u0440\u0438\u043c\u0435\u0440 \u0434\u043b\u044f \u043c\u043e\u0434\u0443\u043b\u044f OATH — \u043c\u043e\u0434\u0443\u043b\u044c \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 \u043e\u0434\u043d\u043e\u0440\u0430\u0437\u043e\u0432\u044b\u0445 \u043f\u0430\u0440\u043e\u043b\u0435\u0439. \u0414\u043b\u044f \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438\u00a0OATH Algorithm to Use: HOTP<\/code>\u00a0\u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u044f LLM \u0432\u0435\u0440\u043d\u0443\u043b\u0430\u0441\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0430\u044f:<\/p>\n
\"OATH Algorithm to Use\" : {   \"suggested_improvement\" : \"Use TOTP instead of HOTP for better security\",   \"recommended_value\" : \"TOTP\" }, <\/code><\/pre>\n
LLM \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u00a0TOTP<\/a>\u00a0\u0432\u043c\u0435\u0441\u0442\u043e\u00a0HOTP<\/a>. \u0414\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e, \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c TOTP (Time-based one-time password)<\/strong>\u00a0\u0434\u043b\u044f \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 \u043e\u0434\u043d\u043e\u0440\u0430\u0437\u043e\u0432\u044b\u0445 \u043f\u0430\u0440\u043e\u043b\u0435\u0439 \u043f\u0440\u0438\u0448\u0435\u043b \u043d\u0430 \u0441\u043c\u0435\u043d\u0443 HOTP (HMAC-based one-time password), \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0431\u043e\u043b\u0435\u0435 \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u043c \u0438 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f.<\/p>\n
\u0422\u043e \u0435\u0441\u0442\u044c, \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438 LLM <\/p>\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-465488","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/465488","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=465488"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/465488\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=465488"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=465488"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=465488"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}