NVIDIA NIM Operator

The NVIDIA NIM Operator enables Kubernetes cluster administrators to operate the software components and services necessary to run NVIDIA NIMs in various domains such as reasoning, retrieval, speech, and biology. Additionally, it allows the use of NeMo Microservices to fine-tune, evaluate, or apply guardrails to your models.

The Operator manages the life cycle of the following microservices and the models they use:

NVIDIA NIM models, such as:

Reasoning LLMs
Retrieval - Embedding, Reranking, etc.
Speech
Biology

NeMo core microservices:

NeMo Customizer
NeMo Evaluator
NeMo Guardrails

NeMo platform component microservices:

NeMo Data Store
NeMo Entity Store

A Helm chart is provided for easily deploying the NIM operator in a cluster to provision the NVIDIA NIMs on GPU-enabled nodes.

Government Ready: STIG/FIPS Hardening

This ensures the highest level of security and compliance for regulated environments, the NVIDIA NIM Operator is:

hardened

Learn more about NVIDIA's hardened image in the AI Software for Regulated Environments White Paper.

Usage

For information on platform support and getting started, visit the official documentation repository

License Agreements

The NVIDIA NIM Operator source code is licensed under Apache 2.0 and contributions are accepted with a DCO. See the contributing document for more information on how to contribute and the release artifacts.

An End User License Agreement is included with this product. By pulling and using the containers from NGC, you accept the terms and conditions of this license.

Suggested Reading

The NIM Operator is open-source. For more information on contributions and release artifacts, see the GitHub repo

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Additionally, it allows the use of NeMo Microservices to fine-tune, evaluate, or apply guardrails to your models.\n\nThe Operator manages the life cycle of the following microservices and the models they use:\n\nNVIDIA NIM models, such as:\n* Reasoning LLMs\n* Retrieval - Embedding, Reranking, etc.\n* Speech\n* Biology\n\nNeMo core microservices:\n* NeMo Customizer\n* NeMo Evaluator\n* NeMo Guardrails\n\nNeMo platform component microservices:\n* NeMo Data Store\n* NeMo Entity Store\n\nA Helm chart is provided for easily deploying the NIM operator in a cluster to provision the NVIDIA NIMs on GPU-enabled nodes.\n\n### Government Ready: STIG/FIPS Hardening\nThis ensures the highest level of security and compliance for regulated environments, the NVIDIA NIM Operator is:\n\n- hardened\n\nLearn more about NVIDIA's hardened image in the AI Software for [Regulated Environments White Paper](https://docs.nvidia.com/ai-enterprise/planning-resource/ai-software-regulated-environments-white-paper/latest/index.html).\n\n## Usage\n\nFor information on platform support and getting started, visit the official documentation [repository](https://docs.nvidia.com/nim-operator/latest/)\n\n## License Agreements\n\nThe NVIDIA NIM Operator source code is licensed under [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) and contributions are accepted with a DCO. See the contributing [document](https://github.com/NVIDIA/k8s-nim-operator/blob/main/CONTRIBUTING.md) for more information on how to contribute and the release artifacts.\n\nAn [End User License Agreement](https://www.nvidia.com/en-us/data-center/products/nvidia-ai-enterprise/eula/) is included with this product. By pulling and using the containers from NGC, you accept the terms and conditions of this license.\n\n## Suggested Reading\n\nThe NIM Operator is open-source. 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These cookies enable us to provide enhanced website functionality and personalization as well as make the marketing messages we send to you more relevant to your interests. If you do not allow these cookies, then some or all of these services may not function properly.",[791,792,793,794,795,796,797,798,799,800,801,802,803,804,805,806,807,808,809,810,811],[756,757,758,759,760],{"_558":651,"_369":651,"_301":560,"_531":782},{"_558":617,"_369":617,"_301":560,"_531":777},{"_558":770,"_369":770,"_301":560,"_531":771},{"_558":766,"_369":766,"_301":560,"_531":767},{"_558":761,"_369":761,"_301":560,"_531":762},"nvcrm.my.site.com",[763],{"_75":764,"_565":761,"_566":31,"_301":765},"BrowserId","If you know anything about this cookie and its uses that are not specific to a particular site please add your contributions.","nvidia.partners",[768],{"_75":769,"_565":766,"_566":31,"_301":600},"edge","github.com",[772,773],{"_75":776,"_565":770,"_566":31,"_301":775},{"_75":774,"_565":770,"_566":31,"_301":775},"logged_in","This domain is owned by Github. 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As part of our bot management service, this cookie helps manage incoming traffic that matches criteria associated with bots.\nThis is a CloudFoundry cookie","OptanonConsent","nvid.nvidia.com","This cookie is set by the cookie compliance solution from OneTrust. It stores information about the categories of cookies the site uses and whether visitors have given or withdrawn consent for the use of each category. This enables site owners to prevent cookies in each category from being set in the users browser, when consent is not given. The cookie has a normal lifespan of one year, so that returning visitors to the site will have their preferences remembered. It contains no information that can identify the site visitor.","events.nvidia.com","This cookie is associated with the Amazon Web Services Elastic Load Balancing functionality for routing client request on the server.Used to attribute commission to affiliates when you arrive at the website from an affiliate referral link. It is set when you click on one of our links and used to let the advertiser and us know the website from which you came.","sessionid","This is a very generic cookie name that may have different purposes on different sites, but generally it will be some kind of anonymous session identifier.","_csrf","This cookie is used to prevent Cross-Site Request Forgery (CSRF) attacks, ensuring that each request made to the server is from the user's browser and is intentional.","enterprise-support.nvidia.com","Used to apply end-user cookie consent preferences set by our client-side utility.Custom- Short Duration. Unique ID of an Enquiry- used to validate access to case, and load exisiting data.\n","renderCtx","academicgrants.nvidia.com","Used to store site parameters in the session for reuse across requests by a single client for functionality and performance reasons.","ph_phc_yQgAEdJJkVpI24NdSRID2mor1x1leRpDoC9yZ9mfXal_posthog","The PostHog ph_phc_xxx cookie is a session cookie used for identifying and tracking visitors on websites, helping us understand user behavior and website performance.","This cookie is managed by AWS and is used for load balancing.Used to attribute commission to affiliates when you arrive at the website from an affiliate referral link. It is set when you click on one of our links and used to let the advertiser and us know the website from which you came.","This cookie is associated with Akamai and is used to differentiate between traffic from humans and bots.","OptanonAlertBoxClosed","docs.ngc.nvidia.com","This cookie is set by websites using certain versions of the cookie law compliance solution from OneTrust. It is set after visitors have seen a cookie information notice and in some cases only when they actively close the notice down. It enables the website not to show the message more than once to a user. The cookie has a normal lifespan of one year and contains no personal information.","nv_co","__uxq412__ses.88c1","investor.nvidia.com","learn.learn.nvidia.com","This cookie is associated with the Amazon Web Services Elastic Load Balancing functionality for routing client request on the server.","pctrk","Used to count page views by unauthenticated users against license usage.","bm_s","bpazaws52gukakzc__ctrl0_ctl36_uccaptcha","bm_sv","store.nvidia.com","The __cf_bm cookie is a cookie necessary to support Cloudflare Bot Management, currently in private beta. As part of our bot management service, this cookie helps manage incoming traffic that matches criteria associated with bots.\n","This cookie name is used by DataDog to determine if cookies are supported on the website.dd_cookie_test","AMP_TLDTEST_xxxxxxxx","SESSlsd","This cookie is likely to be a session identifier used to maintain user session state across page requests.","mboxEdgeCluster","This cookie name is associated with Adobe Target which is used to communicate the correct edge cluster to at.js so that Target profiles can stay in sync as users navigate across a site.","_biz_pendingA","_rdt_em","This cookie name is associated with Reddit which is used to manage session state and user interactions.","megaNavCollapsed","_abck","The _abck cookie is associated with Akamai's Bot Manager, which is used to prevent fraud and abuse by safeguarding online interactions and detecting irregularities that could suggest malicious activity, such as bot-driven attacks or hacking attempts.","AMP_TEST","This cookie name AMP_TEST is used for internal analytics by the website operator, necessary for the functionality of the website's chat-box function, and to check whether the cookie storage is working properly.","idccsrf","This cookie name is associated with Salesforce which is used to track CrossSiteRequestForgery validation for certain single sign-on (SSO) flows.","_biz_flagsA","This cookie is used to remember users' settings as well as for authentication and analytics.","ApplicationGatewayAffinity","partners.nvidia.com","This cookie is used to maintain a user session by the server in a load balanced environment, to ensure the user has a consistent experience.","AMP_TEST_xxxxxxxx","bm_lso","This cookie name is associated with Akamai which is used to load the site as quickly as possible and to recognize bots.","SSESS###########","This cookie is likely to be a session cookie used to maintain an anonymized user session by the server in a secure environment, often seen in sites built with the Drupal content management system.","nvdeveloper.nvidia.com","__uxq412__id.88c1","QueueITAccepted-SDFrts345E-V3_{eventId}","TEST_AMCV_COOKIE_WRITE","This cookie is used to test whether cookies are enabled in the browser. It is a temporary cookie used to determine if the browser accepts cookies.","session","This cookie is typically used to maintain an anonymized user session by the server.","XSRF-TOKEN","This cookie is written to help with site security in preventing Cross-Site Request Forgery attacks.This cookie helps with site security in preventing Cross-Site Request Forgery attacks.","AWS ELB application load balancer","This cookie is associated with Akamai. It is used to analyse traffic to determine if it is automated traffic generated by bots or a human user.","bpazaws52gukakzc__ctrl0_ctl78_list_ctl09_systemcaptcha","PHPSESSID","PHP session cookie associated with embedded content from this domain.\n","base.manager.learn.nvidia.com","login_session","bm_ss","This cookie is used to help protect websites from automated bot traffic.","AWS ELB application load balancerUsed to attribute commission to affiliates when you arrive at the website from an affiliate referral link. It is set when you click on one of our links and used to let the advertiser and us know the website from which you came.","_devzone_session","This cookie is likely used to maintain a user session on the website by the server. It is common for session identifiers to be used to keep users logged in and track their interaction with the site during a session.","_cs_c","The cookie is used by Content Square to save the user consent to be tracked.","bm_sz","This cookie is used by Akamai to optimize site performance and security. It is typically associated with the delivery of web content and services.","vcalliance.nvidia.com","ASP.NET_SessionId","General purpose platform session cookie, used by sites written with Microsoft .NET based technologies. Usually used to maintain an anonymised user session by the server.","com.adobe.alloy.getTld","This cookie name is associated with the Adobe WebSDK which is used to determine the top-most domain that can accept cookies.","ApplicationGatewayAffinityCORS","This cookie is used to maintain a user session by the server in a load balanced environment, to ensure all requests from a user during the session are sent to the same server.","This cookie name AMP_TEST is used for internal analytics by the website operator, necessary for the functionality of the website's chat-box function, and to check whether the cookie storage is working properly.Supports Amplitude product analytics.","SESSls","This cookie is likely to be a session identifier, used to maintain a user's session state across page requests.","AMP_TLDTEST","c_code","BIGipServerx","This cookie name is associated with the BIG-IP product suite from company F5. 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