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Mitigating OWASP API Security Risk: Security Misconfiguration using F5 BIG-IP
This article covers basics of security misconfiguration along with demo of CORS misconfiguration use case as an example and how these types of misconfigurations can be effectively mitigated using F5 Advanced WAF.
harsha_dwibhashyam
Apr 16, 2025 Place Technical Articles
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1Comment
iControl REST API: models + specifications?
Hi. In these docs we can find the endpoints and options for the REST API. https://clouddocs.f5.com/api/icontrol-rest/ We don't find the models/specifications that these endpoints return. Eg. we can query for the list of pools. The answer contains the property 'loadBalancingMode'. https://clouddocs.f5.com/api/icontrol-rest/APIRef_tm_ltm_pool.html But where can we find the documented, complete list of values that this property can contain? From the GUI we can assume the values would be similar to Round Robin, Ratio (member), Least Connections (member), ... But where are all possible values of all properties of all the models defined and documented?
traphix
Apr 07, 2025 Place Technical Forum
66Views
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4Comments
ASM Export JSON - size Limit ?
Hello, I'm trying to export an ASM Policy in json format through API I'm using theses Steps: - Start the export: https://{hostname}/mgmt/tm/asm/tasks/export-policy { "format": "json", "filename": "exported_file.json", "minimal": true, "policyReference": { "link": "https://localhost/mgmt/tm/asm/policies/{policyID}" } } - Waiting for the export to end - Download The export https://{hostname}//mgmt/tm/asm/file-transfer/downloads/exported_file.json The downloaded file is imcomplete, truncated and not usable if I try to import it Not sure if it the cause but the size of the file is 1Mo While if I export it manually through GUI it's 1,3Mo sized Also I've already modified the max_json_policy_size to 5Mo in the Security ›› Options : Application Security : Advanced Configuration : System Variables Because I had issues when importing the same policie. Is there some kind of limit for export ?
IVD
Mar 27, 2025 Place Technical Forum
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F5 iControl REST API - Token Lifecycle Management
Hello, I have a question about the API Token Lifecycle Management. In my case, I got the difference between expired tokens lifecycle management in two different versions BIG-IP 15 and 17. ------------------ BIG-IP Version ------------------ Sys::Version Main Package Product BIG-IP Version 15.1.10.6 Build 0.0.6 Edition Point Release 6 Date Thu Nov 21 05:48:27 PST 2024 ------------------ BIG-IP Version ------------------ Sys::Version Main Package Product BIG-IP Version 17.1.2.1 Build 0.0.2 Edition Point Release 1 Date Tue Dec 17 03:58:42 PST 2024 Version 15 I've got a new API Token with timeout value is 1200s past 1200s, I've checked the API Token is unavailable then past 600s, this expired API Token has been removed in /mgmt/shared/authz/tokens Version 17 I've got a new API Token with timeout value is 1200s past 1200s, I've checked the API Token is unavailable This expired API Token does not remove in /mgmt/shared/authz/tokens. Certainly it can be removed by DELETE method request. Why relatively recent version 17 does not work expired token automatically delete? Thank you, greetings!
Solved
hedykim
Mar 14, 2025 Place Technical Forum
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Retrieve GTM pool member addresses (Bigrest)
A wide-IP has a pool of servers that are virtual-servers on an LTM. I would like to retrieve the pool member addresses of the virtual servers used in the wide-IP pool using the Bigrest Python library. wide-ip = site.com Pool Name = site_pool Pool Member A = site_a_vs (server = ltm_a) Pool Member B = site_b_vs (server = ltm_b) I can load the wide-IP which provides a poolReference. I can then load the pool, which provides a membersReference. The membersReference provides a serverReference (the LTM) and the vs name. From here, I can load all virtual servers on the server provided by the serverRefence, but unsure how to retrieve only the virtual servers that are relevant to the wide-IP. There is no virtualserver ID provided by the membersReference or ServerReference.
aaron906
Jan 16, 2025 Place Technical Forum
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F5 ASM API-Protection Policy
Hello F5 Community, Apology if my question looks stupid since iam new to F5. Recently our application starting a project which is communication between our clients and our application through API and for me as f5 administrator its my rule to protect this API communication and as i looked up in the Application Security API template there is a section which ask for the swagger file and when i asked our application team their respond was (we have 3 API endpoints so we have 3 swagger files and not one) and right now iam looking forward to check whats the best design and to how handle this request or whats the best scenario to create and deploy this policy. Is it one of below: -Asking application team to merge these swagger files and provide it to me ?which they initially respond that they can not do that and this is risky. -Creating 3 Application policy and attach it to the same virtual server (if possible)? WE are using on-primes BIG-IP. Please let me know of your thoughts and let me if you prefer additional solution over this. Thanks. Regards,
Alex-Alderson
Dec 26, 2024 Place Technical Forum
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Onboarding API to web protection policy
Dear F5ers, I hope you all doing well. Please accept my apology for my question if it does look stupid since Iam new to the F5 area. Kindly note that i took the administration role on F5 appliance which was managed by a partner for a long time and the below is my questions. There is a Security Policy which is used for protecting a web app which will be destination for the mobile application such as below. Mobile App--->F5 Virtual Server which has an ASM policy on it (Policy Template is comprehensive). please note that the policy status as below now, also please note that we have two virtual servers with two different policy one for testbed environment and the other one for production environment. Enforcement Mode: Blocking Policy Building Learning Mode: Automatic Auto-Apply Policy: Realtime And the product team try to onboard some new services which will use a new API with different scheme and i want to know what is the best practice to do in this situation since the product team will do testing all time. shall i remove the blocking mode in testbed environment and leave the policy learning on automatic or move it to manual? Shall i ask them to provide the json scheme ? what shall i do after that after creating the json profile? will the json scheme will be learned automatically or no its something that need to be add manually? in which situation the f5 administrator need to add the new json profile with new json scheme ? shall i need to ask for swagger files or i don't need to do so ?also where to apply it? does the comprehensive security template work as the api protection also ?if no how we can achieve this? is it possible to have 2 separate ASM policy attached to one virtual server? I need your kind assistance to provide detailed answer as per your expertise so i can know what are the best excises to do that. Thanks for your support. Regards,
Ollie_Alderson
Dec 25, 2024 Place Technical Forum
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REST API to download License JSON report?
Hi, I'm completely new to F5 Big-IQ, but have plenty of experience writing API integrations. I've been asked to pull data from an F5 Big IQ instance, specifically the data held in the License Reports section (License Management->Reports). I can manually perform this by selecting the report and clicking download... ...the browser then downloads a lump of JSON that I can view. Is this possible to perform via a REST API (so I can consume the JSON into a database)? Thanks
Flipcode
Dec 12, 2024 Place Technical Forum
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1Comment
ASM API v16 - get list of SignatureOverride
Hello, My client would like a scheduled report on all the signatures used as exceptions in the policy items (let's say in parameters and URL object). I've figured that the info can be retrieved through API : https:///mgmt/tm/asm/policies//parameters/ I could have this kind of output where parameter1 has 2 signatures overrides, and parameter2 doesn't have any { "maximumLength": 200, "stagedSinceDatetime": "2024-10-16T13:33:54Z", "hostNameRepresentation": "domain-name", "dataType": "uri", "createdBy": "GUI", "sensitiveParameter": false, "parameterLocation": "any", "valueType": "user-input", "kind": "tm:asm:policies:parameters:parameterstate", "selfLink": "https://localhost/mgmt/tm/asm/policies/gK_P0j6j8NT8wUz2pORRRQ/parameters/SZehdfNxQfRzSeE_d2V5eA?ver=16.1.5", "inClassification": false, "urlReference": { "link": "https://localhost/mgmt/tm/asm/policies/gK_P0j6j8NT8wUz2pORRRQ/urls/OXujEJOZ7V0nU7Mgu2-Bzg?ver=16.1.5", "protocol": "https", "name": "/random-uri/path/", "method": "*", "type": "explicit" }, "checkMinValueLength": false, "isCookie": false, "mandatory": false, "id": "SZehdfNxQfRzSeE_d2V5eA", "allowEmptyValue": false, "checkMaxValueLength": true, "name": "parameter1", "lastUpdateMicros": 1.729085634e+15, "isReferenced": false, "isHeader": false, "attackSignaturesCheck": true, "level": "url", "allowRepeatedParameterName": true, "signatureOverrides": [{ "signatureReference": { "link": "https://localhost/mgmt/tm/asm/signatures/gJ3lZomuuxyJqa2InBac1w?ver=16.1.5", "isUserDefined": false, "name": "Unix/Linux \"date\" execution attempt (Parameter)", "signatureId": 200003085 }, "enabled": false }, { "signatureReference": { "link": "https://localhost/mgmt/tm/asm/signatures/YqXJ-_VkhoSiQ49IuaFmUA?ver=16.1.5", "isUserDefined": false, "name": "Unix/Linux \"time\" execution attempt (Parameter)", "signatureId": 200003155 }, "enabled": false } ], "type": "explicit", "performStaging": false } { "isBase64": false, "maximumLength": 120, "stagedSinceDatetime": "2024-11-20T09:17:03Z", "dataType": "alpha-numeric", "createdBy": "GUI", "sensitiveParameter": false, "parameterLocation": "any", "valueType": "user-input", "kind": "tm:asm:policies:parameters:parameterstate", "selfLink": "https://localhost/mgmt/tm/asm/policies/gK_P0j6j8NT8wUz2pORRRQ/parameters/iKZNHNqAGGVo_-csIuNBwQ?ver=16.1.5", "inClassification": false, "checkMinValueLength": false, "isCookie": false, "mandatory": false, "metacharsOnParameterValueCheck": true, "id": "iKZNHNqAGGVo_-csIuNBwQ", "allowEmptyValue": false, "checkMaxValueLength": true, "valueMetacharOverrides": [], "name": "parameter2", "lastUpdateMicros": 1.732094223e+15, "isReferenced": false, "isHeader": false, "parameterEnumValues": [], "attackSignaturesCheck": true, "level": "global", "allowRepeatedParameterName": false, "signatureOverrides": [], "type": "explicit", "performStaging": true, "enableRegularExpression": false } I would like to filter the query and only have the parameters with a non-empty list of SignatureOverride. I learnt that F5 API is relying on OData and that we can borrow some of its functions. I also need to consider that SignatureOverride field is an array. I tried this: $filter=signatureOverrides/any(s: s ne null) => but the any function doesn't seem to be available and I also tried this: $filter=signatureOverrides/$count ne 0 => same, the count command is not available either how can I work with OData filter on the signatureOverrides field ?
MerryIT
Nov 25, 2024 Place Technical Forum
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Enhance your GenAI chatbot with the power of Agentic RAG and F5 platform
Agentic RAG (Retrieval-Augmented Generation) enhances the capabilities of a GenAI chatbot by integrating dynamic knowledge retrieval into its conversational abilities, making it more context-aware and accurate. In this demo, I will demonstrate an autonomous decision-making GenAI chatbot utilizing Agentic RAG. I will explore what Agentic RAG is and why it's crucial in today's AI landscape. I will also discuss how organizations can leverage GPUaaS (GPU as a Service) or AI Factory providers to accelerate their AI strategy. F5 platform provides robust security features that protect sensitive data while ensuring high availability and performance. They optimize the chatbot by streamlining traffic management and reducing latency, ensuring smooth interactions even during high demand. This integration ensures the GenAI chatbot is not only smart but also reliable and secure for enterprise use.
Foo-Bang_Chan
Oct 18, 2024 Place Technical Articles
504Views
2likes
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OWASP API Security Risk: Security Misconfiguration using F5 BIG-IP","conversation":{"__ref":"Conversation:conversation:340683"},"id":"message:340683","revisionNum":2,"uid":340683,"depth":0,"board":{"__ref":"Tkb:board:TechnicalArticles"},"author":{"__ref":"User:user:433423"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":" This article covers basics of security misconfiguration along with demo of CORS misconfiguration use case as an example and how these types of misconfigurations can be effectively mitigated using F5 Advanced WAF. ","introduction":"","metrics":{"__typename":"MessageMetrics","views":31},"postTime":"2025-04-15T06:00:00.064-07:00","lastPublishTime":"2025-04-15T06:00:00.064-07:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" Introduction \n In the age of digital transformation, APIs have become the backbone of many modern applications. They allow different systems to communicate with each other, exchange data, and perform critical tasks. However, with great power comes great responsibility. Improperly configuring these APIs can leave them vulnerable to security risks, potentially exposing sensitive data or allowing malicious actors to exploit weaknesses. One of the most common and dangerous risks is security misconfiguration—a vulnerability that occurs when an API or its environment is not properly configured, leaving it exposed to threats. \n This article explores the concept of security misconfiguration, with a focus on an example of CORS (Cross-Origin Resource Sharing) misconfiguration, which is one of the most common pitfalls in API security. We’ll explore how misconfigurations like these can be harmful and how to avoid them using F5 advanced WAF. \n \n What is Security Misconfiguration? \n Security misconfiguration happens when security settings or configurations are incorrect, incomplete, or missing. This can be due to a variety of reasons, such as: \n \n Leaving default settings in place: Many web servers, application frameworks, or APIs come with default configurations. If these settings are not changed or secured before deployment, attackers may exploit them. \n Exposed sensitive data: Misconfigured APIs might unintentionally expose sensitive information, such as internal API endpoints, database credentials, or user data. \n Improper permissions: APIs might be too permissive, allowing unauthorized users to access restricted data or perform administrative actions. \n Unpatched vulnerabilities: Failing to regularly update APIs and their underlying components can leave known vulnerabilities unaddressed, which can be exploited by attackers. \n Excessive error messages: Overly detailed error messages, often left in production environments, can leak valuable information about the API’s structure, technologies, or data. \n \n \n Example: CORS Misconfiguration \n Cross-Origin Resource Sharing (CORS) is a security mechanism implemented by web browsers to restrict how resources on a web server can be requested from another domain. By default, web browsers block cross-origin requests, meaning a script running on one domain cannot make requests to a different domain unless the server explicitly allows it. \n \n \n Preflight Requests \n A preflight request is a special type of HTTP OPTIONS request sent by the browser as part of the Cross-Origin Resource Sharing (CORS) protocol. It checks if the server permits the actual request with specific HTTP methods (e.g., PUT, DELETE) or custom headers. The browser sends this request automatically before executing certain cross-origin requests that do not qualify as \"simple requests.\" Server responds with headers like Access-Control-Allow-Methods and Access-Control-Allow-Origin to indicate permission. This ensures secure cross-origin communication between client and server. \n How CORS Misconfiguration Works \n For example, an API might be designed to allow cross-origin requests from legitimate web applications. To do this, the server sends an Access-Control-Allow-Origin header in the HTTP response to specify which domains are allowed to access its resources. A misconfigured CORS setting might look like this: Access-Control-Allow-Origin: * \n The * wildcard means the API allows requests from any domain. While this may seem convenient for open APIs, it presents a serious security issue. Any malicious website could make unauthorized requests to the API on behalf of the user, potentially compromising their data and the integrity of the system. \n \n \n \n Imagine a user is logged into an online banking application. If the bank’s API has a misconfigured CORS policy, an attacker could create a malicious website that sends a request to the bank's API. If the user visits this site while logged in, the malicious website could make requests on behalf of the user, such as transferring funds or retrieving sensitive account information, without the user's consent. \n This is possible because the API has no restrictions on the domains allowed to send requests, thus enabling cross-origin attacks like Cross-Site Request Forgery (CSRF). \n Attack Demonstration: \n For this demonstration, we will see how we can exploit the CORS Misconfiguration in ‘OWASP Juice Shop’ application. This application is added as a pool member to BIG-IP and can be accessed via a virtual server. For more information, refer to how to add pool member . \n If we take a closer look at the login endpoint of the juice shop application, “Access-Control-Allow-Origin” header is set to * which means access from all origins is allowed. \n \n \n From a malicious application I am making a cross-origin request to the login endpoint and due to CORS misconfiguration, I can retrieve the auth token as shown below. \n \n Mitigation using Advanced WAF: \n \n \n \n Navigate to Security > Application Security > Security Policies > and create an application policy with below configurations. \n Enforcement mode: Blocking \n Signature Staging: Enabled \n Policy Building Learning Mode: Automatic \n Virtual Sever: < Virtual server on which juice shop application is accessible> \n Other configs are set to default values \n Note: Staging is enabled by default while creating the application security policy and the default staging period is 7 days. It can be tuned according to the customer’s requirements. For more information related to staging, refer to Attack Signatures & Staging. \n \n Navigate to Security >> Application Security >> Headers >> Methods and create new “OPTIONS” method to allow Preflight requests. \n \n Navigate to Security >> Application Security >> URLs >> Allowed HTTP URLs and click on [HTTP] * URL. \n \n Navigate to Advanced Allowed URL properties > HTML5 Cross-Domain Request Enforcement and select Enforcement mode as “Replace CORS Headers” and add the IP or domain name of the respective origins from where we want to allow the cross-domain request in Allowed origins section. \n Also, we can add methods which we want to allow under the Allowed Methods section. \n \n Now that we have a CORS policy enforced to allow requests only from the origins that we added in Advanced WAF, lets try to regenerate a cross-domain request attack to the login endpoint. \n \n From the above screenshot it is evident that the request is blocked by the CORS policy since the malicious application is not part of Allowed Origins. \n Conclusion: \n Security misconfigurations remain one of the most common and impactful threats to API security. Despite being avoidable, they can lead to devastating consequences if not properly addressed. This article covers the basics of security misconfiguration, along with a demo of CORS misconfiguration use case as an example and how these types of misconfigurations can be effectively mitigated using F5 Advanced WAF. \n For further information, refer to: \n Mitigating OWASP API Security Risk Security Risk Using F5 Distributed Cloud \n Security Misconfiguration - OWASP ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"7329","kudosSumWeight":1,"repliesCount":1,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDE","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0zNDA2ODMtbEZhUjl0?revision=2\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDI","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0zNDA2ODMtS0lQb09F?revision=2\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDM","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0zNDA2ODMtY09nSUQx?revision=2\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDQ","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0zNDA2ODMtSjdKMVhO?revision=2\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDU","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0zNDA2ODMtdFFjNG1L?revision=2\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDY","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0zNDA2ODMtTmgzY3ZX?revision=2\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDc","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0zNDA2ODMtTHFyenV6?revision=2\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDg","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0zNDA2ODMtM3hQRVE0?revision=2\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDk","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0zNDA2ODMtcFV5dWp5?revision=2\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDEw","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0zNDA2ODMtY2MyN2lq?revision=2\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDEx","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0zNDA2ODMtdjcyOFdr?revision=2\"}"}}],"totalCount":11,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"Conversation:conversation:340622":{"__typename":"Conversation","id":"conversation:340622","topic":{"__typename":"ForumTopicMessage","uid":340622},"lastPostingActivityTime":"2025-04-07T09:20:43.885-07:00","solved":false},"User:user:422060":{"__typename":"User","uid":422060,"login":"traphix","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://community.f5.com/t5/s/zihoc95639/m_assets/avatars/default/avatar-6.svg?time=0"},"id":"user:422060"},"ForumTopicMessage:message:340622":{"__typename":"ForumTopicMessage","subject":"iControl REST API: models + specifications?","conversation":{"__ref":"Conversation:conversation:340622"},"id":"message:340622","revisionNum":2,"uid":340622,"depth":0,"board":{"__ref":"Forum:board:TechnicalForum"},"author":{"__ref":"User:user:422060"},"metrics":{"__typename":"MessageMetrics","views":66},"postTime":"2025-04-02T04:37:19.452-07:00","lastPublishTime":"2025-04-02T04:38:07.095-07:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" Hi. In these docs we can find the endpoints and options for the REST API. https://clouddocs.f5.com/api/icontrol-rest/ We don't find the models/specifications that these endpoints return. Eg. we can query for the list of pools. The answer contains the property 'loadBalancingMode'. https://clouddocs.f5.com/api/icontrol-rest/APIRef_tm_ltm_pool.html But where can we find the documented, complete list of values that this property can contain? From the GUI we can assume the values would be similar to Round Robin, Ratio (member), Least Connections (member), ... But where are all possible values of all properties of all the models defined and documented? ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"720","kudosSumWeight":0,"repliesCount":4,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"Conversation:conversation:340392":{"__typename":"Conversation","id":"conversation:340392","topic":{"__typename":"ForumTopicMessage","uid":340392},"lastPostingActivityTime":"2025-03-27T00:34:02.214-07:00","solved":false},"User:user:423149":{"__typename":"User","uid":423149,"login":"IVD","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://community.f5.com/t5/s/zihoc95639/m_assets/avatars/default/avatar-4.svg?time=0"},"id":"user:423149"},"ForumTopicMessage:message:340392":{"__typename":"ForumTopicMessage","subject":"ASM Export JSON - size Limit ?","conversation":{"__ref":"Conversation:conversation:340392"},"id":"message:340392","revisionNum":1,"uid":340392,"depth":0,"board":{"__ref":"Forum:board:TechnicalForum"},"author":{"__ref":"User:user:423149"},"metrics":{"__typename":"MessageMetrics","views":44},"postTime":"2025-03-21T00:45:10.102-07:00","lastPublishTime":"2025-03-21T00:45:10.102-07:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" Hello, I'm trying to export an ASM Policy in json format through API I'm using theses Steps: - Start the export: https://{hostname}/mgmt/tm/asm/tasks/export-policy { \"format\": \"json\", \"filename\": \"exported_file.json\", \"minimal\": true, \"policyReference\": { \"link\": \"https://localhost/mgmt/tm/asm/policies/{policyID}\" } } - Waiting for the export to end - Download The export https://{hostname}//mgmt/tm/asm/file-transfer/downloads/exported_file.json The downloaded file is imcomplete, truncated and not usable if I try to import it Not sure if it the cause but the size of the file is 1Mo While if I export it manually through GUI it's 1,3Mo sized Also I've already modified the max_json_policy_size to 5Mo in the Security ›› Options : Application Security : Advanced Configuration : System Variables Because I had issues when importing the same policie. Is there some kind of limit for export ? ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"972","kudosSumWeight":0,"repliesCount":2,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"Conversation:conversation:340211":{"__typename":"Conversation","id":"conversation:340211","topic":{"__typename":"ForumTopicMessage","uid":340211},"lastPostingActivityTime":"2025-03-13T22:28:38.623-07:00","solved":true},"User:user:435261":{"__typename":"User","uid":435261,"login":"hedykim","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://community.f5.com/t5/s/zihoc95639/m_assets/avatars/default/avatar-6.svg?time=0"},"id":"user:435261"},"ForumTopicMessage:message:340211":{"__typename":"ForumTopicMessage","subject":"F5 iControl REST API - Token Lifecycle Management","conversation":{"__ref":"Conversation:conversation:340211"},"id":"message:340211","revisionNum":2,"uid":340211,"depth":0,"board":{"__ref":"Forum:board:TechnicalForum"},"author":{"__ref":"User:user:435261"},"metrics":{"__typename":"MessageMetrics","views":114},"postTime":"2025-03-10T17:48:42.518-07:00","lastPublishTime":"2025-03-10T17:52:59.995-07:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" Hello, I have a question about the API Token Lifecycle Management. In my case, I got the difference between expired tokens lifecycle management in two different versions BIG-IP 15 and 17. ------------------ BIG-IP Version ------------------ Sys::Version Main Package Product BIG-IP Version 15.1.10.6 Build 0.0.6 Edition Point Release 6 Date Thu Nov 21 05:48:27 PST 2024 ------------------ BIG-IP Version ------------------ Sys::Version Main Package Product BIG-IP Version 17.1.2.1 Build 0.0.2 Edition Point Release 1 Date Tue Dec 17 03:58:42 PST 2024 Version 15 I've got a new API Token with timeout value is 1200s past 1200s, I've checked the API Token is unavailable then past 600s, this expired API Token has been removed in /mgmt/shared/authz/tokens Version 17 I've got a new API Token with timeout value is 1200s past 1200s, I've checked the API Token is unavailable This expired API Token does not remove in /mgmt/shared/authz/tokens. Certainly it can be removed by DELETE method request. Why relatively recent version 17 does not work expired token automatically delete? Thank you, greetings! ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"1427","kudosSumWeight":0,"repliesCount":1,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"Conversation:conversation:336925":{"__typename":"Conversation","id":"conversation:336925","topic":{"__typename":"ForumTopicMessage","uid":336925},"lastPostingActivityTime":"2025-01-15T23:33:08.911-08:00","solved":false},"User:user:432360":{"__typename":"User","uid":432360,"login":"aaron906","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://community.f5.com/t5/s/zihoc95639/m_assets/avatars/default/avatar-11.svg?time=0"},"id":"user:432360"},"ForumTopicMessage:message:336925":{"__typename":"ForumTopicMessage","subject":"Retrieve GTM pool member addresses (Bigrest)","conversation":{"__ref":"Conversation:conversation:336925"},"id":"message:336925","revisionNum":1,"uid":336925,"depth":0,"board":{"__ref":"Forum:board:TechnicalForum"},"author":{"__ref":"User:user:432360"},"metrics":{"__typename":"MessageMetrics","views":76},"postTime":"2024-11-19T11:03:27.540-08:00","lastPublishTime":"2024-11-19T11:03:27.540-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" A wide-IP has a pool of servers that are virtual-servers on an LTM. I would like to retrieve the pool member addresses of the virtual servers used in the wide-IP pool using the Bigrest Python library. wide-ip = site.com Pool Name = site_pool Pool Member A = site_a_vs (server = ltm_a) Pool Member B = site_b_vs (server = ltm_b) I can load the wide-IP which provides a poolReference. I can then load the pool, which provides a membersReference. The membersReference provides a serverReference (the LTM) and the vs name. From here, I can load all virtual servers on the server provided by the serverRefence, but unsure how to retrieve only the virtual servers that are relevant to the wide-IP. There is no virtualserver ID provided by the membersReference or ServerReference. ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"798","kudosSumWeight":0,"repliesCount":1,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"Conversation:conversation:338462":{"__typename":"Conversation","id":"conversation:338462","topic":{"__typename":"ForumTopicMessage","uid":338462},"lastPostingActivityTime":"2024-12-26T04:44:39.279-08:00","solved":false},"User:user:434097":{"__typename":"User","uid":434097,"login":"Alex-Alderson","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://community.f5.com/t5/s/zihoc95639/m_assets/avatars/default/avatar-1.svg?time=0"},"id":"user:434097"},"ForumTopicMessage:message:338462":{"__typename":"ForumTopicMessage","subject":"F5 ASM API-Protection Policy","conversation":{"__ref":"Conversation:conversation:338462"},"id":"message:338462","revisionNum":1,"uid":338462,"depth":0,"board":{"__ref":"Forum:board:TechnicalForum"},"author":{"__ref":"User:user:434097"},"metrics":{"__typename":"MessageMetrics","views":113},"postTime":"2024-12-11T05:46:01.933-08:00","lastPublishTime":"2024-12-11T05:46:01.933-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" Hello F5 Community, Apology if my question looks stupid since iam new to F5. Recently our application starting a project which is communication between our clients and our application through API and for me as f5 administrator its my rule to protect this API communication and as i looked up in the Application Security API template there is a section which ask for the swagger file and when i asked our application team their respond was (we have 3 API endpoints so we have 3 swagger files and not one) and right now iam looking forward to check whats the best design and to how handle this request or whats the best scenario to create and deploy this policy. Is it one of below: -Asking application team to merge these swagger files and provide it to me ?which they initially respond that they can not do that and this is risky. -Creating 3 Application policy and attach it to the same virtual server (if possible)? WE are using on-primes BIG-IP. Please let me know of your thoughts and let me if you prefer additional solution over this. Thanks. Regards, ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"1114","kudosSumWeight":0,"repliesCount":2,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"Conversation:conversation:338753":{"__typename":"Conversation","id":"conversation:338753","topic":{"__typename":"ForumTopicMessage","uid":338753},"lastPostingActivityTime":"2024-12-25T07:43:23.487-08:00","solved":false},"User:user:434103":{"__typename":"User","uid":434103,"login":"Ollie_Alderson","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://community.f5.com/t5/s/zihoc95639/m_assets/avatars/default/avatar-2.svg?time=0"},"id":"user:434103"},"ForumTopicMessage:message:338753":{"__typename":"ForumTopicMessage","subject":"Onboarding API to web protection policy","conversation":{"__ref":"Conversation:conversation:338753"},"id":"message:338753","revisionNum":1,"uid":338753,"depth":0,"board":{"__ref":"Forum:board:TechnicalForum"},"author":{"__ref":"User:user:434103"},"metrics":{"__typename":"MessageMetrics","views":40},"postTime":"2024-12-25T07:43:23.487-08:00","lastPublishTime":"2024-12-25T07:43:23.487-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" Dear F5ers, I hope you all doing well. Please accept my apology for my question if it does look stupid since Iam new to the F5 area. Kindly note that i took the administration role on F5 appliance which was managed by a partner for a long time and the below is my questions. There is a Security Policy which is used for protecting a web app which will be destination for the mobile application such as below. Mobile App--->F5 Virtual Server which has an ASM policy on it (Policy Template is comprehensive). please note that the policy status as below now, also please note that we have two virtual servers with two different policy one for testbed environment and the other one for production environment. Enforcement Mode: Blocking Policy Building Learning Mode: Automatic Auto-Apply Policy: Realtime And the product team try to onboard some new services which will use a new API with different scheme and i want to know what is the best practice to do in this situation since the product team will do testing all time. shall i remove the blocking mode in testbed environment and leave the policy learning on automatic or move it to manual? Shall i ask them to provide the json scheme ? what shall i do after that after creating the json profile? will the json scheme will be learned automatically or no its something that need to be add manually? in which situation the f5 administrator need to add the new json profile with new json scheme ? shall i need to ask for swagger files or i don't need to do so ?also where to apply it? does the comprehensive security template work as the api protection also ?if no how we can achieve this? is it possible to have 2 separate ASM policy attached to one virtual server? I need your kind assistance to provide detailed answer as per your expertise so i can know what are the best excises to do that. Thanks for your support. Regards, ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"1972","kudosSumWeight":0,"repliesCount":0,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"Conversation:conversation:338122":{"__typename":"Conversation","id":"conversation:338122","topic":{"__typename":"ForumTopicMessage","uid":338122},"lastPostingActivityTime":"2024-12-12T10:49:49.833-08:00","solved":false},"User:user:433810":{"__typename":"User","uid":433810,"login":"Flipcode","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://community.f5.com/t5/s/zihoc95639/m_assets/avatars/default/avatar-9.svg?time=0"},"id":"user:433810"},"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0zMzgxMjItSUZRWmVv?revision=1\"}":{"__typename":"AssociatedImage","url":"https://community.f5.com/t5/s/zihoc95639/images/bS0zMzgxMjItSUZRWmVv?revision=1","title":"License report.png","associationType":"BODY","width":437,"height":276,"altText":""},"ForumTopicMessage:message:338122":{"__typename":"ForumTopicMessage","subject":"REST API to download License JSON report?","conversation":{"__ref":"Conversation:conversation:338122"},"id":"message:338122","revisionNum":1,"uid":338122,"depth":0,"board":{"__ref":"Forum:board:TechnicalForum"},"author":{"__ref":"User:user:433810"},"metrics":{"__typename":"MessageMetrics","views":53},"postTime":"2024-11-26T06:57:37.997-08:00","lastPublishTime":"2024-11-26T06:57:37.997-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" Hi, I'm completely new to F5 Big-IQ, but have plenty of experience writing API integrations. I've been asked to pull data from an F5 Big IQ instance, specifically the data held in the License Reports section (License Management->Reports). I can manually perform this by selecting the report and clicking download... ...the browser then downloads a lump of JSON that I can view. Is this possible to perform via a REST API (so I can consume the JSON into a database)? Thanks ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"529","kudosSumWeight":0,"repliesCount":1,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDE","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0zMzgxMjItSUZRWmVv?revision=1\"}"}}],"totalCount":1,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"Conversation:conversation:338083":{"__typename":"Conversation","id":"conversation:338083","topic":{"__typename":"ForumTopicMessage","uid":338083},"lastPostingActivityTime":"2024-11-25T08:50:04.117-08:00","solved":false},"User:user:425634":{"__typename":"User","uid":425634,"login":"MerryIT","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://community.f5.com/t5/s/zihoc95639/m_assets/avatars/default/avatar-1.svg?time=0"},"id":"user:425634"},"ForumTopicMessage:message:338083":{"__typename":"ForumTopicMessage","subject":"ASM API v16 - get list of SignatureOverride","conversation":{"__ref":"Conversation:conversation:338083"},"id":"message:338083","revisionNum":1,"uid":338083,"depth":0,"board":{"__ref":"Forum:board:TechnicalForum"},"author":{"__ref":"User:user:425634"},"metrics":{"__typename":"MessageMetrics","views":5},"postTime":"2024-11-25T08:50:04.117-08:00","lastPublishTime":"2024-11-25T08:50:04.117-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" Hello, My client would like a scheduled report on all the signatures used as exceptions in the policy items (let's say in parameters and URL object). I've figured that the info can be retrieved through API : https:///mgmt/tm/asm/policies//parameters/ I could have this kind of output where parameter1 has 2 signatures overrides, and parameter2 doesn't have any {\n \"maximumLength\": 200,\n \"stagedSinceDatetime\": \"2024-10-16T13:33:54Z\",\n \"hostNameRepresentation\": \"domain-name\",\n \"dataType\": \"uri\",\n \"createdBy\": \"GUI\",\n \"sensitiveParameter\": false,\n \"parameterLocation\": \"any\",\n \"valueType\": \"user-input\",\n \"kind\": \"tm:asm:policies:parameters:parameterstate\",\n \"selfLink\": \"https://localhost/mgmt/tm/asm/policies/gK_P0j6j8NT8wUz2pORRRQ/parameters/SZehdfNxQfRzSeE_d2V5eA?ver=16.1.5\",\n \"inClassification\": false,\n \"urlReference\": {\n \"link\": \"https://localhost/mgmt/tm/asm/policies/gK_P0j6j8NT8wUz2pORRRQ/urls/OXujEJOZ7V0nU7Mgu2-Bzg?ver=16.1.5\",\n \"protocol\": \"https\",\n \"name\": \"/random-uri/path/\",\n \"method\": \"*\",\n \"type\": \"explicit\"\n },\n \"checkMinValueLength\": false,\n \"isCookie\": false,\n \"mandatory\": false,\n \"id\": \"SZehdfNxQfRzSeE_d2V5eA\",\n \"allowEmptyValue\": false,\n \"checkMaxValueLength\": true,\n \"name\": \"parameter1\",\n \"lastUpdateMicros\": 1.729085634e+15,\n \"isReferenced\": false,\n \"isHeader\": false,\n \"attackSignaturesCheck\": true,\n \"level\": \"url\",\n \"allowRepeatedParameterName\": true,\n \"signatureOverrides\": [{\n \"signatureReference\": {\n \"link\": \"https://localhost/mgmt/tm/asm/signatures/gJ3lZomuuxyJqa2InBac1w?ver=16.1.5\",\n \"isUserDefined\": false,\n \"name\": \"Unix/Linux \\\"date\\\" execution attempt (Parameter)\",\n \"signatureId\": 200003085\n },\n \"enabled\": false\n }, {\n \"signatureReference\": {\n \"link\": \"https://localhost/mgmt/tm/asm/signatures/YqXJ-_VkhoSiQ49IuaFmUA?ver=16.1.5\",\n \"isUserDefined\": false,\n \"name\": \"Unix/Linux \\\"time\\\" execution attempt (Parameter)\",\n \"signatureId\": 200003155\n },\n \"enabled\": false\n }\n ],\n \"type\": \"explicit\",\n \"performStaging\": false\n}\n{\n \"isBase64\": false,\n \"maximumLength\": 120,\n \"stagedSinceDatetime\": \"2024-11-20T09:17:03Z\",\n \"dataType\": \"alpha-numeric\",\n \"createdBy\": \"GUI\",\n \"sensitiveParameter\": false,\n \"parameterLocation\": \"any\",\n \"valueType\": \"user-input\",\n \"kind\": \"tm:asm:policies:parameters:parameterstate\",\n \"selfLink\": \"https://localhost/mgmt/tm/asm/policies/gK_P0j6j8NT8wUz2pORRRQ/parameters/iKZNHNqAGGVo_-csIuNBwQ?ver=16.1.5\",\n \"inClassification\": false,\n \"checkMinValueLength\": false,\n \"isCookie\": false,\n \"mandatory\": false,\n \"metacharsOnParameterValueCheck\": true,\n \"id\": \"iKZNHNqAGGVo_-csIuNBwQ\",\n \"allowEmptyValue\": false,\n \"checkMaxValueLength\": true,\n \"valueMetacharOverrides\": [],\n \"name\": \"parameter2\",\n \"lastUpdateMicros\": 1.732094223e+15,\n \"isReferenced\": false,\n \"isHeader\": false,\n \"parameterEnumValues\": [],\n \"attackSignaturesCheck\": true,\n \"level\": \"global\",\n \"allowRepeatedParameterName\": false,\n \"signatureOverrides\": [],\n \"type\": \"explicit\",\n \"performStaging\": true,\n \"enableRegularExpression\": false\n} I would like to filter the query and only have the parameters with a non-empty list of SignatureOverride. I learnt that F5 API is relying on OData and that we can borrow some of its functions. I also need to consider that SignatureOverride field is an array. I tried this: $filter=signatureOverrides/any(s: s ne null) => but the any function doesn't seem to be available and I also tried this: $filter=signatureOverrides/$count ne 0 => same, the count command is not available either how can I work with OData filter on the signatureOverrides field ? ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"4247","kudosSumWeight":0,"repliesCount":0,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"Conversation:conversation:335138":{"__typename":"Conversation","id":"conversation:335138","topic":{"__typename":"TkbTopicMessage","uid":335138},"lastPostingActivityTime":"2024-10-18T12:08:36.968-07:00","solved":false},"User:user:171064":{"__typename":"User","uid":171064,"login":"Foo-Bang_Chan","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://community.f5.com/t5/s/zihoc95639/images/dS0xNzEwNjQtSzhEcmtx?image-coordinates=62%2C0%2C1665%2C1603"},"id":"user:171064"},"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0zMzUxMzgtY3J6WXdz?revision=12\"}":{"__typename":"AssociatedImage","url":"https://community.f5.com/t5/s/zihoc95639/images/bS0zMzUxMzgtY3J6WXdz?revision=12","title":"agentic-rag-pipeline.png","associationType":"BODY","width":3334,"height":1808,"altText":""},"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0zMzUxMzgtaldrUGh0?revision=12\"}":{"__typename":"AssociatedImage","url":"https://community.f5.com/t5/s/zihoc95639/images/bS0zMzUxMzgtaldrUGh0?revision=12","title":"ref-arch.png","associationType":"BODY","width":3410,"height":1734,"altText":""},"TkbTopicMessage:message:335138":{"__typename":"TkbTopicMessage","subject":"Enhance your GenAI chatbot with the power of Agentic RAG and F5 platform","conversation":{"__ref":"Conversation:conversation:335138"},"id":"message:335138","revisionNum":12,"uid":335138,"depth":0,"board":{"__ref":"Tkb:board:TechnicalArticles"},"author":{"__ref":"User:user:171064"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":" Agentic RAG (Retrieval-Augmented Generation) enhances the capabilities of a GenAI chatbot by integrating dynamic knowledge retrieval into its conversational abilities, making it more context-aware and accurate. \n In this demo, I will demonstrate an autonomous decision-making GenAI chatbot utilizing Agentic RAG. I will explore what Agentic RAG is and why it's crucial in today's AI landscape. I will also discuss how organizations can leverage GPUaaS (GPU as a Service) or AI Factory providers to accelerate their AI strategy. \n F5 platform provides robust security features that protect sensitive data while ensuring high availability and performance. They optimize the chatbot by streamlining traffic management and reducing latency, ensuring smooth interactions even during high demand. This integration ensures the GenAI chatbot is not only smart but also reliable and secure for enterprise use. ","introduction":"","metrics":{"__typename":"MessageMetrics","views":504},"postTime":"2024-10-15T05:00:00.029-07:00","lastPublishTime":"2024-10-18T12:08:36.968-07:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" Introduction \n This is the GenAI demo series, where we focus on securing, delivering, and optimizing modern GenAI apps with F5. In my first demo video, I demonstrated how Retrieval-Augmented Generation (RAG) works and highlighted its value for an organization. This video will build upon that foundational understanding by focusing on enhancing and supercharging your GenAI chatbot with the power of Agentic RAG (Agent-based RAG). Learn how F5 platform makes it ridiculously easy to achieve your organization's AI journey. I will also touch on how you can leverage GPUaaS or AI Factory providers to accelerate your AI strategy. \n \n What is an Agentic RAG? \n Agentic RAG is an advanced AI framework that extends traditional Retrieval-Augmented Generation (RAG) systems by integrating enhanced decision-making capabilities. Unlike standard RAG models, which focus primarily on retrieving context, Agentic RAG incorporates reasoning and autonomy. This allows the AI system to make decisions and take actions based on retrieved data to achieve predefined goals. 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