From a21bb298390e7d0751f28194490e14aa7bcb2934 Mon Sep 17 00:00:00 2001 From: alexsin368 Date: Thu, 12 Jun 2025 18:21:52 -0700 Subject: [PATCH 01/13] initial commit of remote endpoints tutorial Signed-off-by: alexsin368 --- .../EnterpriseInference_Guide.rst | 129 ++++++++++++++++++ .../assets/API-Endpoints.png | Bin 0 -> 82993 bytes .../Enterprise-Inference-Architecture.png | Bin 0 -> 110495 bytes 3 files changed, 129 insertions(+) create mode 100644 tutorial/EnterpriseInference/EnterpriseInference_Guide.rst create mode 100644 tutorial/EnterpriseInference/assets/API-Endpoints.png create mode 100644 tutorial/EnterpriseInference/assets/Enterprise-Inference-Architecture.png diff --git a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst new file mode 100644 index 00000000..1d327dd9 --- /dev/null +++ b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst @@ -0,0 +1,129 @@ +.. _EnterpriseInference_OPEA_Guide: + +Enterprise Inference Guide +########################## + + +Overview +******** +`Intel® AI for Enterprise Inference `_ is aimed to streamline and enhance the deployment and management of AI inference services on Intel hardware. +Utilizing the power of Kubernetes Orchestration, this solution automates the deployment of LLM models to run faster inference, provision compute resources, and configure the optimal settings to minimize the complexities and reduce manual efforts. + +It supports a broad range of Intel hardware platforms, including Intel® Xeon® Scalable processors and Intel® Gaudi® AI Accelerators, ensuring flexibility and scalability to meet diverse enterprise needs. + +Intel® AI for Enterprise Inference, powered by OPEA, is compatible with OpenAI standard APIs, enabling seamless integration to enterprise applications both on-premises and in cloud-native environments. +This compatibility allows businesses to leverage the full capabilities of Intel hardware while deploying AI models with ease. +With this suite, enterprises can efficiently configure and evolve their AI infrastructure, adapting to new models and growing demands effortlessly. + +.. image:: assets/Enterprise-Inference-Architecture.png + :width: 800 + :alt: Enterprise Inference Architecture + + +How It Works +************ +With a single click, Intel® AI for Enterprise Inference leverages several key components to streamline AI inference deployment and management: + +- **Kubernetes**: Acts as the backbone of the solution, providing container orchestration to automate the deployment, scaling, and management of AI inference services. Kubernetes ensures high availability and efficient resource utilization across the cluster. + +- **Intel Gaudi Base Operator**: For deployments utilizing Intel® Gaudi® AI Accelerators, this operator manages the lifecycle of Habana AI resources within the Kubernetes cluster. It optimizes the utilization of Gaudi hardware for AI workloads, ensuring peak performance. (Applicable only to Gaudi-based deployments.) + +- **Ingress NGINX Controller**: Serves as a high-performance reverse proxy and load balancer, routing incoming requests to the appropriate services within the cluster. This ensures seamless access to deployed AI models and efficient traffic management. + +- **Keycloak**: Provides robust identity and access management capabilities, enabling secure authentication and authorization for accessing AI services and resources within the cluster. + +- **APISIX**: Functions as a cloud-native API gateway, handling API traffic with advanced features such as caching and authentication. It ensures efficient and secure access to deployed AI models. + +- **Observability**: Offers comprehensive monitoring and visibility into the performance, health, and resource utilization of deployed applications and cluster components. It provides metrics, visualization, and alerting capabilities to maintain operational excellence. + +- **Model Deployments**: Automates the deployment and management of AI LLM models within the Kubernetes inference cluster. This enables scalable and reliable AI inference capabilities, allowing enterprises to adapt to growing demands and new models effortlessly. + +After deployment, the models can be accessed using an OpenAI API with an https endpoint. This endpoint and API key are all that is needed to do inference with these deployed models. + +.. image:: assets/API-Endpoints.png + :width: 800 + :alt: API Endpoints + + +Setting Up a Remote Server or Cluster +************************************* +The first step is to get access to the hardware platform of choice: +- Intel® Gaudi® AI Accelerators +- ntel® Xeon® Scalable processors + +This can be an on-premises machine or from a cloud service provider. + +Next, deploy `Intel® AI for Enterprise Inference `_ with the desired models. +Note down the HTTPS endpoint and generate an access token. +The HTTPS endpoint may look something like this: https://api.inference.example.com. +This access token will be used as the API key to securely access the deployed models. +If the inference stack is already deployed, then just note down the HTTPS endpoint and access token. + + +Using Remote Endpoints on OPEA GenAIExamples +******************************************** +OPEA GenAIExamples by default will download and deploy the models on the hardware platform locally. +To use remote endpoints on OPEA GenAIExamples, configure the application to instead interact with models deployed on a remote server or cluster by specifying the HTTPS endpoint and providing the API key. + +For all GenAIExamples, set the following environment variables: + +.. code-block:: bash + + export OPENAI_API_KEY= + export REMOTE_ENDPOINT= + +Depending on the GenAIExample, the next steps may be different. For each section, see the list for the GenAIExample of interest. + +1. Endpoints with Megaservices +++++++++++++++++++++++++++++++ +This section applies to the following GenAIExamples: + - ChatQnA + +Set additional environment variable(s): + +.. code-block:: bash + + export LLM_MODEL_ID= + +Run *docker compose* for the example using *compose_remote.yaml* **instead** of the default *compose.yaml*. + +For example, +.. code-block:: bash + + docker compose -f compose_remote.yaml up -d + +This will pass in the additional environment variables to the **megaservice** to access models on the remote server. +The deployment will also be quicker because the LLM microservice is not deployed. + + +2. Endpoints with Microservices ++++++++++++++++++++++++++++++++ +This section applies to the following GenAIExamples: + - AgentQnA + +Set additional environment variable(s) depending on the example: + +.. list-table:: Environment Variables for GenAIExamples + :header-rows: 1 + + * - GenAIExample + - Environment Variable(s) + * - AgentQnA + - export model= + +Run *docker compose* for the example by **appending** the *compose_remote.yaml* file to the original command. + +For example, +.. code-block:: bash + + docker compose -f compose.yaml -f compose_remote.yaml up -d + +This will pass in the additional environment variables to the **microservices** to access models on the remote server. +The deployment will also be quicker because the LLM microservice is not deployed. + + +Next Steps +********** +Go back to the GenAIExample's tutorial or README to access the UI and interact with it. +The LLM text generation is now handled on a remote server. +Consider trying other models and using these remote endpoints to power multiple GenAI applications simultaneously. diff --git a/tutorial/EnterpriseInference/assets/API-Endpoints.png b/tutorial/EnterpriseInference/assets/API-Endpoints.png new file mode 100644 index 0000000000000000000000000000000000000000..db6af3e82a1c519a60fe9816bbbc5a8b092bb804 GIT binary patch literal 82993 zcmc$`bx>Pv*FIXT1SnRDwrE?RXlYAvC|0z%TX2dy#oe9a#flXtxI>WQ65Jt3(cqE* zK~DO7@AH1=@86ko&Yoc)%Oc4M@*=2TXwE89Vvj1vUhJVhU|NWN5qx0fq6hhiP#Y>&p#3u zP|W*@h?tb9H^3i5R8s8<9QiYRNF|ic>-dY@jtGSFTHo37$TMpke%)r@rpGb(x>?RL z2f4~4s#2|5Lqz=Vp`88HX65O>pNN%dx=&KW|2>!qjj!Y+{ymbgxo%%G{Cf-qQQZIU zd0V1S{38B6E&Plw6#Va55)vLnJ-~m@V#pH=U+4V4UGDe);pP6h4Q_@1xr$4d&Anx$ z8c5}H4Cj?&q051QMvO%vkCX^q*5b#6Gc#Eo)o77u))l)LWrZ@e%A|uU*HTx=vt8?) zHs@^a?WKv$BD3Rw{Ik`}-gkR<_7x>>9@%ljH_pq$(~ zLV10h1$NXr18H4C6<$utHYCcvJwyMw#UXN{*h}yZ8E7q)qntc+)hwp)tFJn{HQTu? z87JGNmAVGn@uDP&+Ppkpk&BD+Wk4)VIP=cG4>nJbFgK?%GWhlI+@J|WQ4>R-m#5Ln zG^X&Ap@63YA~?6rcGhJl^FW>C52M|L?OrYm2p24FqC_ z@W5Y`EIw+gNB@}_a6%x;nHj~$$*N(mu{l0LHjQn3o%38>4sA#2`iHLpO!86mPGKh3 zLs)V)p?1wpP|EBmtc1|z?ecU@E_ZTx=D*9W+~IWao6qY+3GE|q&f;9Xj06xvQ+}Wq2uvRk7L32@gcNzMEVr}-6YIXx%g63q1@$O3{%2) z%G=)UBdi6~lc0R=6c2bOc-D-xoQol^E$-jFqJMFse)lKqe7fqo=nadY1PHRi`pfH= z$?^g#+4&lm-icgKNYTYRip;8`I7Wgq9mK+y+O0;A!Rf-g&gKr(Vin^>?^%v*Db2LF z&ocAXY>Pt#Df&M&M$Sbafk|eA4!iH?Q+w`>vpNj<4*Wb*&&?)_ljcky_xUVWA;-Qt zg?8(GWS14y<)kEDt5m~H(QQ&EEqfkZap(2p!$p_;^QjZZ>2(GecWo4pgq#kS@^b_# ztgLs=O**+cy(Vm*zXfL#24xBJa2dXU#MoBlkhpVX%DH*A9tyQh@fSs$z5h30lFB3` zLx*cP`$|uWywktWswr>wV7sY{s(hyZdIMWJbwV7@c~rE1QVT9slMK(C?JXp7AI%oj zs^@SB+9LPi6|1Km7qUm&ObhML3`o`g45#gS5%|GIqyZ0^Z^U=NIlD);Mz8nVY5w7Y zZAbCE%u3sYL8RiUpNb@%ABJr`BDk&XNY5D@3Bay*&2ZB(p-dz_Ca!C9=pggF#+O@l z5z2Pg&l=uEJTV9g#A2AKtD`eK^nkn$;Vzd+A`#IzWq-M$y!Uc#-SE+ec?>Ud#-6Duu*L{t7WA{F#J-m=cdZ%##qbq`6)$1k0z

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zI)xgWc2%0`uji4kyHl*>kkW<}xT!MLeaoJ}p^mC%?xBvsn(;+PO4g!R9woE=^ZPGR!Pzwtnx)XEM2prDpXd>L`FaOk%ZcmNM($PGaF0rPNb8T)3 zSNfV}RJFuO^-GkD@%>aIIKicPM~vcIBq+)a!C?gTx=rRL^diUjL{D4IV)|eJF&yXM z@%*KjsfAH!hBy_DRu%qpWj9~!uNtyR(If6UvHd{A`ULQU@k#NJ!1?>E-QJB)bGIYB0z zwlenotkRBqm?bIc^zFax`}liRfk7`A(x5ZP#nvTv9NO*mfk*!e-@ocN1@$`*e^s6N zUm!Bq|4mx{CN3oX|I*6eG>ts*-+2BvC!pc^4}D&3hDqZ;arCd|3H^_{zFLF;CBC53 XGs Date: Fri, 13 Jun 2025 09:52:26 -0700 Subject: [PATCH 02/13] update index of docs Signed-off-by: alexsin368 --- tutorial/index.rst | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/tutorial/index.rst b/tutorial/index.rst index 39d5fd8d..2bd055ec 100644 --- a/tutorial/index.rst +++ b/tutorial/index.rst @@ -1,9 +1,9 @@ -OPEA Tutorial +OPEA Tutorials ########################## -This tutorial will help user learn to deploy and use OPEA quickly. +Tutorials are created to help users learn how to deploy and use OPEA resources quickly. -Provide following tutorials to cover common user cases: +The following tutorials are provided to cover common use cases: .. toctree:: :maxdepth: 1 @@ -17,14 +17,15 @@ Provide following tutorials to cover common user cases: DocIndexRetriever/DocIndexRetriever_Guide VideoQnA/VideoQnA_Guide -Provide following tutorials to cover more advanced features like OPEA Open Telemetry: +These tutorials cover more advanced features: .. toctree:: :maxdepth: 1 + EnterpriseInference/EnterpriseInference_OPEA_Guide OpenTelemetry/OpenTelemetry_OPEA_Guide ----- -If you want to learn more, please refer to :doc:`/GenAIExamples/README`. +To learn more, refer to :doc:`/GenAIExamples/README`. From 79773675eb269d329172fd8f0003b62ba21568ab Mon Sep 17 00:00:00 2001 From: alexsin368 Date: Fri, 13 Jun 2025 10:15:41 -0700 Subject: [PATCH 03/13] fix file names Signed-off-by: alexsin368 --- tutorial/EnterpriseInference/EnterpriseInference_Guide.rst | 2 +- tutorial/index.rst | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst index 1d327dd9..5d31cdc0 100644 --- a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst +++ b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst @@ -1,4 +1,4 @@ -.. _EnterpriseInference_OPEA_Guide: +.. _EnterpriseInference_Guide: Enterprise Inference Guide ########################## diff --git a/tutorial/index.rst b/tutorial/index.rst index 2bd055ec..c39fb86c 100644 --- a/tutorial/index.rst +++ b/tutorial/index.rst @@ -22,7 +22,7 @@ These tutorials cover more advanced features: .. toctree:: :maxdepth: 1 - EnterpriseInference/EnterpriseInference_OPEA_Guide + EnterpriseInference/EnterpriseInference_Guide OpenTelemetry/OpenTelemetry_OPEA_Guide ----- From 1508ba44f37932f3786d54c060d9e49bff0f7786 Mon Sep 17 00:00:00 2001 From: alexsin368 Date: Tue, 1 Jul 2025 11:18:51 -0700 Subject: [PATCH 04/13] update instructions, list of examples Signed-off-by: alexsin368 --- .../EnterpriseInference_Guide.rst | 46 ++++++++++--------- 1 file changed, 24 insertions(+), 22 deletions(-) diff --git a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst index 5d31cdc0..bcd33daa 100644 --- a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst +++ b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst @@ -6,7 +6,7 @@ Enterprise Inference Guide Overview ******** -`Intel® AI for Enterprise Inference `_ is aimed to streamline and enhance the deployment and management of AI inference services on Intel hardware. +`Intel® AI for Enterprise Inference `_ is aimed to streamline and enhance the deployment and management of AI inference services on Intel hardware. Utilizing the power of Kubernetes Orchestration, this solution automates the deployment of LLM models to run faster inference, provision compute resources, and configure the optimal settings to minimize the complexities and reduce manual efforts. It supports a broad range of Intel hardware platforms, including Intel® Xeon® Scalable processors and Intel® Gaudi® AI Accelerators, ensuring flexibility and scalability to meet diverse enterprise needs. @@ -49,15 +49,13 @@ Setting Up a Remote Server or Cluster ************************************* The first step is to get access to the hardware platform of choice: - Intel® Gaudi® AI Accelerators -- ntel® Xeon® Scalable processors +- Intel® Xeon® Scalable processors -This can be an on-premises machine or from a cloud service provider. +This can be an on-premises machine or from a cloud service provider. All options for deployment can be found [here](https://www.intel.com/content/www/us/en/products/docs/accelerator-engines/enterprise-ai.html). -Next, deploy `Intel® AI for Enterprise Inference `_ with the desired models. -Note down the HTTPS endpoint and generate an access token. -The HTTPS endpoint may look something like this: https://api.inference.example.com. +Note down the HTTPS endpoint and generate an access token or API key. +The HTTPS endpoint may look something like this: https://api.inference.denvrdata.com. This access token will be used as the API key to securely access the deployed models. -If the inference stack is already deployed, then just note down the HTTPS endpoint and access token. Using Remote Endpoints on OPEA GenAIExamples @@ -66,40 +64,46 @@ OPEA GenAIExamples by default will download and deploy the models on the hardwar To use remote endpoints on OPEA GenAIExamples, configure the application to instead interact with models deployed on a remote server or cluster by specifying the HTTPS endpoint and providing the API key. For all GenAIExamples, set the following environment variables: +- `REMOTE_ENDPOINT` is the HTTPS endpoint of the remote server with the model of choice (i.e. https://api.inference.denvrdata.com). **Note:** If not using LiteLLM, the second part of the model card needs to be appended to the URL i.e. `/Llama-3.3-70B-Instruct` from `meta-llama/Llama-3.3-70B-Instruct`. +- `API_KEY` is the access token or key to access the model(s) on the server. .. code-block:: bash - export OPENAI_API_KEY= export REMOTE_ENDPOINT= + export API_KEY= Depending on the GenAIExample, the next steps may be different. For each section, see the list for the GenAIExample of interest. 1. Endpoints with Megaservices ++++++++++++++++++++++++++++++ This section applies to the following GenAIExamples: + - AudioQnA - ChatQnA + - CodeGen + - CodeTrans + - DocSum + - Productivity Suite Set additional environment variable(s): +- `LLM_MODEL_ID` is the model card which may need to be overwritten depending on what it is set to `set_env.sh`. .. code-block:: bash export LLM_MODEL_ID= -Run *docker compose* for the example using *compose_remote.yaml* **instead** of the default *compose.yaml*. +Run *docker compose* for the example using *compose_remote.yaml* **instead** of the default *compose.yaml*: -For example, .. code-block:: bash docker compose -f compose_remote.yaml up -d -This will pass in the additional environment variables to the **megaservice** to access models on the remote server. -The deployment will also be quicker because the LLM microservice is not deployed. - 2. Endpoints with Microservices +++++++++++++++++++++++++++++++ This section applies to the following GenAIExamples: - AgentQnA + - FinanceAgent + - WorkflowExecAgent Set additional environment variable(s) depending on the example: @@ -109,21 +113,19 @@ Set additional environment variable(s) depending on the example: * - GenAIExample - Environment Variable(s) * - AgentQnA - - export model= + - export model= + * - FinanceAgent + - export OPENAI_LLM_MODEL_ID= -Run *docker compose* for the example by **appending** the *compose_remote.yaml* file to the original command. +Run *docker compose* for the example by **appending** the *compose_remote.yaml* file to the original command: -For example, .. code-block:: bash - docker compose -f compose.yaml -f compose_remote.yaml up -d - -This will pass in the additional environment variables to the **microservices** to access models on the remote server. -The deployment will also be quicker because the LLM microservice is not deployed. + docker compose -f compose_openai.yaml -f compose_remote.yaml up -d Next Steps ********** Go back to the GenAIExample's tutorial or README to access the UI and interact with it. -The LLM text generation is now handled on a remote server. -Consider trying other models and using these remote endpoints to power multiple GenAI applications simultaneously. +The LLM text generation is now handled on a remote server, reducing the burden and resources used on the hardware platform hosting the application. +Consider trying other models and using these remote endpoints to power other and multiple GenAI applications simultaneously. From 4fb375bbcbc6ddf087e6c020a782192225a918e6 Mon Sep 17 00:00:00 2001 From: alexsin368 Date: Tue, 1 Jul 2025 11:26:59 -0700 Subject: [PATCH 05/13] fix indent Signed-off-by: alexsin368 --- .../EnterpriseInference/EnterpriseInference_Guide.rst | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst index bcd33daa..fb2fe313 100644 --- a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst +++ b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst @@ -48,8 +48,8 @@ After deployment, the models can be accessed using an OpenAI API with an https e Setting Up a Remote Server or Cluster ************************************* The first step is to get access to the hardware platform of choice: -- Intel® Gaudi® AI Accelerators -- Intel® Xeon® Scalable processors + - Intel® Gaudi® AI Accelerators + - Intel® Xeon® Scalable processors This can be an on-premises machine or from a cloud service provider. All options for deployment can be found [here](https://www.intel.com/content/www/us/en/products/docs/accelerator-engines/enterprise-ai.html). @@ -64,8 +64,8 @@ OPEA GenAIExamples by default will download and deploy the models on the hardwar To use remote endpoints on OPEA GenAIExamples, configure the application to instead interact with models deployed on a remote server or cluster by specifying the HTTPS endpoint and providing the API key. For all GenAIExamples, set the following environment variables: -- `REMOTE_ENDPOINT` is the HTTPS endpoint of the remote server with the model of choice (i.e. https://api.inference.denvrdata.com). **Note:** If not using LiteLLM, the second part of the model card needs to be appended to the URL i.e. `/Llama-3.3-70B-Instruct` from `meta-llama/Llama-3.3-70B-Instruct`. -- `API_KEY` is the access token or key to access the model(s) on the server. + - `REMOTE_ENDPOINT` is the HTTPS endpoint of the remote server with the model of choice (i.e. https://api.inference.denvrdata.com). **Note:** If not using LiteLLM, the second part of the model card needs to be appended to the URL i.e. `/Llama-3.3-70B-Instruct` from `meta-llama/Llama-3.3-70B-Instruct`. + - `API_KEY` is the access token or key to access the model(s) on the server. .. code-block:: bash From 468d73fdd535cf8a96162d47c89dc564b4e7c0e9 Mon Sep 17 00:00:00 2001 From: alexsin368 Date: Tue, 1 Jul 2025 13:17:45 -0700 Subject: [PATCH 06/13] indent Signed-off-by: alexsin368 --- tutorial/EnterpriseInference/EnterpriseInference_Guide.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst index fb2fe313..17dba883 100644 --- a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst +++ b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst @@ -51,7 +51,7 @@ The first step is to get access to the hardware platform of choice: - Intel® Gaudi® AI Accelerators - Intel® Xeon® Scalable processors -This can be an on-premises machine or from a cloud service provider. All options for deployment can be found [here](https://www.intel.com/content/www/us/en/products/docs/accelerator-engines/enterprise-ai.html). +This can be an on-premises machine or from a cloud service provider. All options for deployment can be found `here `_. Note down the HTTPS endpoint and generate an access token or API key. The HTTPS endpoint may look something like this: https://api.inference.denvrdata.com. @@ -85,7 +85,7 @@ This section applies to the following GenAIExamples: - Productivity Suite Set additional environment variable(s): -- `LLM_MODEL_ID` is the model card which may need to be overwritten depending on what it is set to `set_env.sh`. + - `LLM_MODEL_ID` is the model card which may need to be overwritten depending on what it is set to `set_env.sh`. .. code-block:: bash From 6d12aac3e541504c205fb7e23c49035939e3cc0b Mon Sep 17 00:00:00 2001 From: alexsin368 Date: Thu, 12 Jun 2025 18:21:52 -0700 Subject: [PATCH 07/13] initial commit of remote endpoints tutorial Signed-off-by: alexsin368 --- .../EnterpriseInference_Guide.rst | 129 ++++++++++++++++++ .../assets/API-Endpoints.png | Bin 0 -> 82993 bytes .../Enterprise-Inference-Architecture.png | Bin 0 -> 110495 bytes 3 files changed, 129 insertions(+) create mode 100644 tutorial/EnterpriseInference/EnterpriseInference_Guide.rst create mode 100644 tutorial/EnterpriseInference/assets/API-Endpoints.png create mode 100644 tutorial/EnterpriseInference/assets/Enterprise-Inference-Architecture.png diff --git a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst new file mode 100644 index 00000000..1d327dd9 --- /dev/null +++ b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst @@ -0,0 +1,129 @@ +.. _EnterpriseInference_OPEA_Guide: + +Enterprise Inference Guide +########################## + + +Overview +******** +`Intel® AI for Enterprise Inference `_ is aimed to streamline and enhance the deployment and management of AI inference services on Intel hardware. +Utilizing the power of Kubernetes Orchestration, this solution automates the deployment of LLM models to run faster inference, provision compute resources, and configure the optimal settings to minimize the complexities and reduce manual efforts. + +It supports a broad range of Intel hardware platforms, including Intel® Xeon® Scalable processors and Intel® Gaudi® AI Accelerators, ensuring flexibility and scalability to meet diverse enterprise needs. + +Intel® AI for Enterprise Inference, powered by OPEA, is compatible with OpenAI standard APIs, enabling seamless integration to enterprise applications both on-premises and in cloud-native environments. +This compatibility allows businesses to leverage the full capabilities of Intel hardware while deploying AI models with ease. +With this suite, enterprises can efficiently configure and evolve their AI infrastructure, adapting to new models and growing demands effortlessly. + +.. image:: assets/Enterprise-Inference-Architecture.png + :width: 800 + :alt: Enterprise Inference Architecture + + +How It Works +************ +With a single click, Intel® AI for Enterprise Inference leverages several key components to streamline AI inference deployment and management: + +- **Kubernetes**: Acts as the backbone of the solution, providing container orchestration to automate the deployment, scaling, and management of AI inference services. Kubernetes ensures high availability and efficient resource utilization across the cluster. + +- **Intel Gaudi Base Operator**: For deployments utilizing Intel® Gaudi® AI Accelerators, this operator manages the lifecycle of Habana AI resources within the Kubernetes cluster. It optimizes the utilization of Gaudi hardware for AI workloads, ensuring peak performance. (Applicable only to Gaudi-based deployments.) + +- **Ingress NGINX Controller**: Serves as a high-performance reverse proxy and load balancer, routing incoming requests to the appropriate services within the cluster. This ensures seamless access to deployed AI models and efficient traffic management. + +- **Keycloak**: Provides robust identity and access management capabilities, enabling secure authentication and authorization for accessing AI services and resources within the cluster. + +- **APISIX**: Functions as a cloud-native API gateway, handling API traffic with advanced features such as caching and authentication. It ensures efficient and secure access to deployed AI models. + +- **Observability**: Offers comprehensive monitoring and visibility into the performance, health, and resource utilization of deployed applications and cluster components. It provides metrics, visualization, and alerting capabilities to maintain operational excellence. + +- **Model Deployments**: Automates the deployment and management of AI LLM models within the Kubernetes inference cluster. This enables scalable and reliable AI inference capabilities, allowing enterprises to adapt to growing demands and new models effortlessly. + +After deployment, the models can be accessed using an OpenAI API with an https endpoint. This endpoint and API key are all that is needed to do inference with these deployed models. + +.. image:: assets/API-Endpoints.png + :width: 800 + :alt: API Endpoints + + +Setting Up a Remote Server or Cluster +************************************* +The first step is to get access to the hardware platform of choice: +- Intel® Gaudi® AI Accelerators +- ntel® Xeon® Scalable processors + +This can be an on-premises machine or from a cloud service provider. + +Next, deploy `Intel® AI for Enterprise Inference `_ with the desired models. +Note down the HTTPS endpoint and generate an access token. +The HTTPS endpoint may look something like this: https://api.inference.example.com. +This access token will be used as the API key to securely access the deployed models. +If the inference stack is already deployed, then just note down the HTTPS endpoint and access token. + + +Using Remote Endpoints on OPEA GenAIExamples +******************************************** +OPEA GenAIExamples by default will download and deploy the models on the hardware platform locally. +To use remote endpoints on OPEA GenAIExamples, configure the application to instead interact with models deployed on a remote server or cluster by specifying the HTTPS endpoint and providing the API key. + +For all GenAIExamples, set the following environment variables: + +.. code-block:: bash + + export OPENAI_API_KEY= + export REMOTE_ENDPOINT= + +Depending on the GenAIExample, the next steps may be different. For each section, see the list for the GenAIExample of interest. + +1. Endpoints with Megaservices +++++++++++++++++++++++++++++++ +This section applies to the following GenAIExamples: + - ChatQnA + +Set additional environment variable(s): + +.. code-block:: bash + + export LLM_MODEL_ID= + +Run *docker compose* for the example using *compose_remote.yaml* **instead** of the default *compose.yaml*. + +For example, +.. code-block:: bash + + docker compose -f compose_remote.yaml up -d + +This will pass in the additional environment variables to the **megaservice** to access models on the remote server. +The deployment will also be quicker because the LLM microservice is not deployed. + + +2. Endpoints with Microservices ++++++++++++++++++++++++++++++++ +This section applies to the following GenAIExamples: + - AgentQnA + +Set additional environment variable(s) depending on the example: + +.. list-table:: Environment Variables for GenAIExamples + :header-rows: 1 + + * - GenAIExample + - Environment Variable(s) + * - AgentQnA + - export model= + +Run *docker compose* for the example by **appending** the *compose_remote.yaml* file to the original command. + +For example, +.. code-block:: bash + + docker compose -f compose.yaml -f compose_remote.yaml up -d + +This will pass in the additional environment variables to the **microservices** to access models on the remote server. +The deployment will also be quicker because the LLM microservice is not deployed. + + +Next Steps +********** +Go back to the GenAIExample's tutorial or README to access the UI and interact with it. +The LLM text generation is now handled on a remote server. +Consider trying other models and using these remote endpoints to power multiple GenAI applications simultaneously. diff --git a/tutorial/EnterpriseInference/assets/API-Endpoints.png b/tutorial/EnterpriseInference/assets/API-Endpoints.png new file mode 100644 index 0000000000000000000000000000000000000000..db6af3e82a1c519a60fe9816bbbc5a8b092bb804 GIT binary patch literal 82993 zcmc$`bx>Pv*FIXT1SnRDwrE?RXlYAvC|0z%TX2dy#oe9a#flXtxI>WQ65Jt3(cqE* zK~DO7@AH1=@86ko&Yoc)%Oc4M@*=2TXwE89Vvj1vUhJVhU|NWN5qx0fq6hhiP#Y>&p#3u zP|W*@h?tb9H^3i5R8s8<9QiYRNF|ic>-dY@jtGSFTHo37$TMpke%)r@rpGb(x>?RL z2f4~4s#2|5Lqz=Vp`88HX65O>pNN%dx=&KW|2>!qjj!Y+{ymbgxo%%G{Cf-qQQZIU zd0V1S{38B6E&Plw6#Va55)vLnJ-~m@V#pH=U+4V4UGDe);pP6h4Q_@1xr$4d&Anx$ z8c5}H4Cj?&q051QMvO%vkCX^q*5b#6Gc#Eo)o77u))l)LWrZ@e%A|uU*HTx=vt8?) zHs@^a?WKv$BD3Rw{Ik`}-gkR<_7x>>9@%ljH_pq$(~ zLV10h1$NXr18H4C6<$utHYCcvJwyMw#UXN{*h}yZ8E7q)qntc+)hwp)tFJn{HQTu? z87JGNmAVGn@uDP&+Ppkpk&BD+Wk4)VIP=cG4>nJbFgK?%GWhlI+@J|WQ4>R-m#5Ln zG^X&Ap@63YA~?6rcGhJl^FW>C52M|L?OrYm2p24FqC_ z@W5Y`EIw+gNB@}_a6%x;nHj~$$*N(mu{l0LHjQn3o%38>4sA#2`iHLpO!86mPGKh3 zLs)V)p?1wpP|EBmtc1|z?ecU@E_ZTx=D*9W+~IWao6qY+3GE|q&f;9Xj06xvQ+}Wq2uvRk7L32@gcNzMEVr}-6YIXx%g63q1@$O3{%2) z%G=)UBdi6~lc0R=6c2bOc-D-xoQol^E$-jFqJMFse)lKqe7fqo=nadY1PHRi`pfH= z$?^g#+4&lm-icgKNYTYRip;8`I7Wgq9mK+y+O0;A!Rf-g&gKr(Vin^>?^%v*Db2LF z&ocAXY>Pt#Df&M&M$Sbafk|eA4!iH?Q+w`>vpNj<4*Wb*&&?)_ljcky_xUVWA;-Qt zg?8(GWS14y<)kEDt5m~H(QQ&EEqfkZap(2p!$p_;^QjZZ>2(GecWo4pgq#kS@^b_# ztgLs=O**+cy(Vm*zXfL#24xBJa2dXU#MoBlkhpVX%DH*A9tyQh@fSs$z5h30lFB3` zLx*cP`$|uWywktWswr>wV7sY{s(hyZdIMWJbwV7@c~rE1QVT9slMK(C?JXp7AI%oj zs^@SB+9LPi6|1Km7qUm&ObhML3`o`g45#gS5%|GIqyZ0^Z^U=NIlD);Mz8nVY5w7Y zZAbCE%u3sYL8RiUpNb@%ABJr`BDk&XNY5D@3Bay*&2ZB(p-dz_Ca!C9=pggF#+O@l z5z2Pg&l=uEJTV9g#A2AKtD`eK^nkn$;Vzd+A`#IzWq-M$y!Uc#-SE+ec?>Ud#-6Duu*L{t7WA{F#J-m=cdZ%##qbq`6)$1k0z

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zI)xgWc2%0`uji4kyHl*>kkW<}xT!MLeaoJ}p^mC%?xBvsn(;+PO4g!R9woE=^ZPGR!Pzwtnx)XEM2prDpXd>L`FaOk%ZcmNM($PGaF0rPNb8T)3 zSNfV}RJFuO^-GkD@%>aIIKicPM~vcIBq+)a!C?gTx=rRL^diUjL{D4IV)|eJF&yXM z@%*KjsfAH!hBy_DRu%qpWj9~!uNtyR(If6UvHd{A`ULQU@k#NJ!1?>E-QJB)bGIYB0z zwlenotkRBqm?bIc^zFax`}liRfk7`A(x5ZP#nvTv9NO*mfk*!e-@ocN1@$`*e^s6N zUm!Bq|4mx{CN3oX|I*6eG>ts*-+2BvC!pc^4}D&3hDqZ;arCd|3H^_{zFLF;CBC53 XGs Date: Fri, 13 Jun 2025 09:52:26 -0700 Subject: [PATCH 08/13] update index of docs Signed-off-by: alexsin368 --- tutorial/index.rst | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/tutorial/index.rst b/tutorial/index.rst index 39d5fd8d..2bd055ec 100644 --- a/tutorial/index.rst +++ b/tutorial/index.rst @@ -1,9 +1,9 @@ -OPEA Tutorial +OPEA Tutorials ########################## -This tutorial will help user learn to deploy and use OPEA quickly. +Tutorials are created to help users learn how to deploy and use OPEA resources quickly. -Provide following tutorials to cover common user cases: +The following tutorials are provided to cover common use cases: .. toctree:: :maxdepth: 1 @@ -17,14 +17,15 @@ Provide following tutorials to cover common user cases: DocIndexRetriever/DocIndexRetriever_Guide VideoQnA/VideoQnA_Guide -Provide following tutorials to cover more advanced features like OPEA Open Telemetry: +These tutorials cover more advanced features: .. toctree:: :maxdepth: 1 + EnterpriseInference/EnterpriseInference_OPEA_Guide OpenTelemetry/OpenTelemetry_OPEA_Guide ----- -If you want to learn more, please refer to :doc:`/GenAIExamples/README`. +To learn more, refer to :doc:`/GenAIExamples/README`. From ce696d2331ec56df35fd1cd4ba66543ca779dc05 Mon Sep 17 00:00:00 2001 From: alexsin368 Date: Fri, 13 Jun 2025 10:15:41 -0700 Subject: [PATCH 09/13] fix file names Signed-off-by: alexsin368 --- tutorial/EnterpriseInference/EnterpriseInference_Guide.rst | 2 +- tutorial/index.rst | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst index 1d327dd9..5d31cdc0 100644 --- a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst +++ b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst @@ -1,4 +1,4 @@ -.. _EnterpriseInference_OPEA_Guide: +.. _EnterpriseInference_Guide: Enterprise Inference Guide ########################## diff --git a/tutorial/index.rst b/tutorial/index.rst index 2bd055ec..c39fb86c 100644 --- a/tutorial/index.rst +++ b/tutorial/index.rst @@ -22,7 +22,7 @@ These tutorials cover more advanced features: .. toctree:: :maxdepth: 1 - EnterpriseInference/EnterpriseInference_OPEA_Guide + EnterpriseInference/EnterpriseInference_Guide OpenTelemetry/OpenTelemetry_OPEA_Guide ----- From 6b857b77fdf6121937ac1c07d27efb278032396b Mon Sep 17 00:00:00 2001 From: alexsin368 Date: Tue, 1 Jul 2025 11:18:51 -0700 Subject: [PATCH 10/13] update instructions, list of examples Signed-off-by: alexsin368 --- .../EnterpriseInference_Guide.rst | 46 ++++++++++--------- 1 file changed, 24 insertions(+), 22 deletions(-) diff --git a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst index 5d31cdc0..bcd33daa 100644 --- a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst +++ b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst @@ -6,7 +6,7 @@ Enterprise Inference Guide Overview ******** -`Intel® AI for Enterprise Inference `_ is aimed to streamline and enhance the deployment and management of AI inference services on Intel hardware. +`Intel® AI for Enterprise Inference `_ is aimed to streamline and enhance the deployment and management of AI inference services on Intel hardware. Utilizing the power of Kubernetes Orchestration, this solution automates the deployment of LLM models to run faster inference, provision compute resources, and configure the optimal settings to minimize the complexities and reduce manual efforts. It supports a broad range of Intel hardware platforms, including Intel® Xeon® Scalable processors and Intel® Gaudi® AI Accelerators, ensuring flexibility and scalability to meet diverse enterprise needs. @@ -49,15 +49,13 @@ Setting Up a Remote Server or Cluster ************************************* The first step is to get access to the hardware platform of choice: - Intel® Gaudi® AI Accelerators -- ntel® Xeon® Scalable processors +- Intel® Xeon® Scalable processors -This can be an on-premises machine or from a cloud service provider. +This can be an on-premises machine or from a cloud service provider. All options for deployment can be found [here](https://www.intel.com/content/www/us/en/products/docs/accelerator-engines/enterprise-ai.html). -Next, deploy `Intel® AI for Enterprise Inference `_ with the desired models. -Note down the HTTPS endpoint and generate an access token. -The HTTPS endpoint may look something like this: https://api.inference.example.com. +Note down the HTTPS endpoint and generate an access token or API key. +The HTTPS endpoint may look something like this: https://api.inference.denvrdata.com. This access token will be used as the API key to securely access the deployed models. -If the inference stack is already deployed, then just note down the HTTPS endpoint and access token. Using Remote Endpoints on OPEA GenAIExamples @@ -66,40 +64,46 @@ OPEA GenAIExamples by default will download and deploy the models on the hardwar To use remote endpoints on OPEA GenAIExamples, configure the application to instead interact with models deployed on a remote server or cluster by specifying the HTTPS endpoint and providing the API key. For all GenAIExamples, set the following environment variables: +- `REMOTE_ENDPOINT` is the HTTPS endpoint of the remote server with the model of choice (i.e. https://api.inference.denvrdata.com). **Note:** If not using LiteLLM, the second part of the model card needs to be appended to the URL i.e. `/Llama-3.3-70B-Instruct` from `meta-llama/Llama-3.3-70B-Instruct`. +- `API_KEY` is the access token or key to access the model(s) on the server. .. code-block:: bash - export OPENAI_API_KEY= export REMOTE_ENDPOINT= + export API_KEY= Depending on the GenAIExample, the next steps may be different. For each section, see the list for the GenAIExample of interest. 1. Endpoints with Megaservices ++++++++++++++++++++++++++++++ This section applies to the following GenAIExamples: + - AudioQnA - ChatQnA + - CodeGen + - CodeTrans + - DocSum + - Productivity Suite Set additional environment variable(s): +- `LLM_MODEL_ID` is the model card which may need to be overwritten depending on what it is set to `set_env.sh`. .. code-block:: bash export LLM_MODEL_ID= -Run *docker compose* for the example using *compose_remote.yaml* **instead** of the default *compose.yaml*. +Run *docker compose* for the example using *compose_remote.yaml* **instead** of the default *compose.yaml*: -For example, .. code-block:: bash docker compose -f compose_remote.yaml up -d -This will pass in the additional environment variables to the **megaservice** to access models on the remote server. -The deployment will also be quicker because the LLM microservice is not deployed. - 2. Endpoints with Microservices +++++++++++++++++++++++++++++++ This section applies to the following GenAIExamples: - AgentQnA + - FinanceAgent + - WorkflowExecAgent Set additional environment variable(s) depending on the example: @@ -109,21 +113,19 @@ Set additional environment variable(s) depending on the example: * - GenAIExample - Environment Variable(s) * - AgentQnA - - export model= + - export model= + * - FinanceAgent + - export OPENAI_LLM_MODEL_ID= -Run *docker compose* for the example by **appending** the *compose_remote.yaml* file to the original command. +Run *docker compose* for the example by **appending** the *compose_remote.yaml* file to the original command: -For example, .. code-block:: bash - docker compose -f compose.yaml -f compose_remote.yaml up -d - -This will pass in the additional environment variables to the **microservices** to access models on the remote server. -The deployment will also be quicker because the LLM microservice is not deployed. + docker compose -f compose_openai.yaml -f compose_remote.yaml up -d Next Steps ********** Go back to the GenAIExample's tutorial or README to access the UI and interact with it. -The LLM text generation is now handled on a remote server. -Consider trying other models and using these remote endpoints to power multiple GenAI applications simultaneously. +The LLM text generation is now handled on a remote server, reducing the burden and resources used on the hardware platform hosting the application. +Consider trying other models and using these remote endpoints to power other and multiple GenAI applications simultaneously. From 79621587f63dba66b7dfd0581861966c86a66789 Mon Sep 17 00:00:00 2001 From: alexsin368 Date: Tue, 1 Jul 2025 11:26:59 -0700 Subject: [PATCH 11/13] fix indent Signed-off-by: alexsin368 --- .../EnterpriseInference/EnterpriseInference_Guide.rst | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst index bcd33daa..fb2fe313 100644 --- a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst +++ b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst @@ -48,8 +48,8 @@ After deployment, the models can be accessed using an OpenAI API with an https e Setting Up a Remote Server or Cluster ************************************* The first step is to get access to the hardware platform of choice: -- Intel® Gaudi® AI Accelerators -- Intel® Xeon® Scalable processors + - Intel® Gaudi® AI Accelerators + - Intel® Xeon® Scalable processors This can be an on-premises machine or from a cloud service provider. All options for deployment can be found [here](https://www.intel.com/content/www/us/en/products/docs/accelerator-engines/enterprise-ai.html). @@ -64,8 +64,8 @@ OPEA GenAIExamples by default will download and deploy the models on the hardwar To use remote endpoints on OPEA GenAIExamples, configure the application to instead interact with models deployed on a remote server or cluster by specifying the HTTPS endpoint and providing the API key. For all GenAIExamples, set the following environment variables: -- `REMOTE_ENDPOINT` is the HTTPS endpoint of the remote server with the model of choice (i.e. https://api.inference.denvrdata.com). **Note:** If not using LiteLLM, the second part of the model card needs to be appended to the URL i.e. `/Llama-3.3-70B-Instruct` from `meta-llama/Llama-3.3-70B-Instruct`. -- `API_KEY` is the access token or key to access the model(s) on the server. + - `REMOTE_ENDPOINT` is the HTTPS endpoint of the remote server with the model of choice (i.e. https://api.inference.denvrdata.com). **Note:** If not using LiteLLM, the second part of the model card needs to be appended to the URL i.e. `/Llama-3.3-70B-Instruct` from `meta-llama/Llama-3.3-70B-Instruct`. + - `API_KEY` is the access token or key to access the model(s) on the server. .. code-block:: bash From 953085f164915156b677305f57b66c71c434309f Mon Sep 17 00:00:00 2001 From: alexsin368 Date: Tue, 1 Jul 2025 13:17:45 -0700 Subject: [PATCH 12/13] indent Signed-off-by: alexsin368 --- tutorial/EnterpriseInference/EnterpriseInference_Guide.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst index fb2fe313..17dba883 100644 --- a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst +++ b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst @@ -51,7 +51,7 @@ The first step is to get access to the hardware platform of choice: - Intel® Gaudi® AI Accelerators - Intel® Xeon® Scalable processors -This can be an on-premises machine or from a cloud service provider. All options for deployment can be found [here](https://www.intel.com/content/www/us/en/products/docs/accelerator-engines/enterprise-ai.html). +This can be an on-premises machine or from a cloud service provider. All options for deployment can be found `here `_. Note down the HTTPS endpoint and generate an access token or API key. The HTTPS endpoint may look something like this: https://api.inference.denvrdata.com. @@ -85,7 +85,7 @@ This section applies to the following GenAIExamples: - Productivity Suite Set additional environment variable(s): -- `LLM_MODEL_ID` is the model card which may need to be overwritten depending on what it is set to `set_env.sh`. + - `LLM_MODEL_ID` is the model card which may need to be overwritten depending on what it is set to `set_env.sh`. .. code-block:: bash From 8184a3a651483d54b54b5e76078479b5018c9e7a Mon Sep 17 00:00:00 2001 From: alexsin368 Date: Fri, 25 Jul 2025 11:14:45 -0700 Subject: [PATCH 13/13] add note on getting APISIX routes Signed-off-by: alexsin368 --- tutorial/EnterpriseInference/EnterpriseInference_Guide.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst index 17dba883..8a129ad0 100644 --- a/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst +++ b/tutorial/EnterpriseInference/EnterpriseInference_Guide.rst @@ -54,7 +54,7 @@ The first step is to get access to the hardware platform of choice: This can be an on-premises machine or from a cloud service provider. All options for deployment can be found `here `_. Note down the HTTPS endpoint and generate an access token or API key. -The HTTPS endpoint may look something like this: https://api.inference.denvrdata.com. +The HTTPS endpoint may look something like this: https://api.example.com. This access token will be used as the API key to securely access the deployed models. @@ -64,7 +64,7 @@ OPEA GenAIExamples by default will download and deploy the models on the hardwar To use remote endpoints on OPEA GenAIExamples, configure the application to instead interact with models deployed on a remote server or cluster by specifying the HTTPS endpoint and providing the API key. For all GenAIExamples, set the following environment variables: - - `REMOTE_ENDPOINT` is the HTTPS endpoint of the remote server with the model of choice (i.e. https://api.inference.denvrdata.com). **Note:** If not using LiteLLM, the second part of the model card needs to be appended to the URL i.e. `/Llama-3.3-70B-Instruct` from `meta-llama/Llama-3.3-70B-Instruct`. + - `REMOTE_ENDPOINT` is the HTTPS endpoint of the remote server with the model of choice (i.e. https://api.example.com/). The name of the deployed model can be found by finding the APISIX route with `kubectl get apisixroutes`. **Note:** If using LiteLLM, the model does not need to be specified. LiteLLM is not used by default. - `API_KEY` is the access token or key to access the model(s) on the server. .. code-block:: bash