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<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AgentQnA/docker_compose/intel/cpu/xeon/README.html">Single node on-prem deployment with Docker Compose on Xeon Scalable processors</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AgentQnA/docker_compose/intel/hpu/gaudi/README.html">Single node on-prem deployment AgentQnA on Gaudi</a></li>
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<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AudioQnA/docker_compose/intel/cpu/xeon/README.html">Build Mega Service of AudioQnA on Xeon</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AudioQnA/docker_compose/intel/hpu/gaudi/README.html">Build Mega Service of AudioQnA on Gaudi</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AudioQnA/kubernetes/intel/README.html">Deploy AudioQnA in a Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AudioQnA/kubernetes/intel/README_gmc.html">Deploy AudioQnA in Kubernetes Cluster on Xeon and Gaudi</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AudioQnA/ui/svelte/README.html">AudioQnA</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#avatarchatbot-application">AvatarChatbot Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AvatarChatbot/README.html">AvatarChatbot Application</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AvatarChatbot/docker_compose/intel/cpu/xeon/README.html">Build Mega Service of AvatarChatbot on Xeon</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AvatarChatbot/docker_compose/intel/hpu/gaudi/README.html">Build Mega Service of AvatarChatbot on Gaudi</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#chatqna-application">ChatQnA Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/README.html">ChatQnA Application</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/benchmark/accuracy/README.html">ChatQnA Accuracy</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/benchmark/performance-deprecated/README.html">ChatQnA Benchmarking</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/benchmark/performance-deprecated/helm_charts/README.html">ChatQnA Deployment</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/benchmark/performance/kubernetes/intel/gaudi/README.html">ChatQnA Benchmarking</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/docker_compose/amd/gpu/rocm/README.html">Build and deploy CodeGen Application on AMD GPU (ROCm)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/docker_compose/intel/cpu/aipc/README.html">Build Mega Service of ChatQnA on AIPC</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/docker_compose/intel/cpu/xeon/README.html">Build Mega Service of ChatQnA on Xeon</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/docker_compose/intel/cpu/xeon/README_pinecone.html">Build Mega Service of ChatQnA (with Pinecone) on Xeon</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/docker_compose/intel/cpu/xeon/README_qdrant.html">Build Mega Service of ChatQnA (with Qdrant) on Xeon</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/docker_compose/intel/hpu/gaudi/README.html">Build MegaService of ChatQnA on Gaudi</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/docker_compose/intel/hpu/gaudi/how_to_validate_service.html">How to Check and Validate Micro Service in the GenAI Example</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/docker_compose/nvidia/gpu/README.html">Build MegaService of ChatQnA on NVIDIA GPU</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/kubernetes/intel/README.html">Deploy ChatQnA in Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/kubernetes/intel/README_gmc.html">Deploy ChatQnA in Kubernetes Cluster on Xeon and Gaudi</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/kubernetes/intel/README_single_node.html">Deploy ChatQnA in Kubernetes Cluster on Single Node environment (Minikube)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/ui/react/README.html">ChatQnA Conversational UI</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/ui/svelte/README.html">ChatQnA Customized UI</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#codegen-application">CodeGen Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeGen/README.html">Code Generation Application</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeGen/benchmark/accuracy/README.html">CodeGen Accuracy</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeGen/benchmark/performance/README.html">CodeGen Benchmarking</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeGen/docker_compose/intel/cpu/xeon/README.html">Build MegaService of CodeGen on Xeon</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeGen/docker_compose/intel/hpu/gaudi/README.html">Build MegaService of CodeGen on Gaudi</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeGen/kubernetes/intel/README.html">Deploy CodeGen in Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeGen/kubernetes/intel/README_gmc.html">Deploy CodeGen in a Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeGen/kubernetes/intel/cpu/xeon/manifest/README_react_ui.html">Deploy CodeGen with ReactUI</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeGen/ui/react/README.html">Code Gen</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeGen/ui/svelte/README.html">Code Gen</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#codetrans-application">CodeTrans Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeTrans/README.html">Code Translation Application</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeTrans/benchmark/performance/README.html">CodeTrans Benchmarking</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeTrans/docker_compose/intel/cpu/xeon/README.html">Build Mega Service of CodeTrans on Xeon</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeTrans/docker_compose/intel/hpu/gaudi/README.html">Build Mega Service of CodeTrans on Gaudi</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeTrans/kubernetes/intel/README.html">Deploy CodeTrans in Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeTrans/kubernetes/intel/README_gmc.html">Deploy CodeTrans in a Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeTrans/ui/svelte/README.html">Code Translation</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#dbqna-application">DBQnA Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DBQnA/README.html">DBQnA Application</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DBQnA/docker_compose/intel/cpu/xeon/README.html">Deploy on Intel Xeon Processor</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DBQnA/ui/react/README.html">DBQnA React Application</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#docindexretriever-application">DocIndexRetriever Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DocIndexRetriever/README.html">DocRetriever Application</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DocIndexRetriever/docker_compose/intel/cpu/xeon/README.html">DocRetriever Application with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DocIndexRetriever/docker_compose/intel/hpu/gaudi/README.html">DocRetriever Application with Docker</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#docsum-application">DocSum Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DocSum/README.html">Document Summarization Application</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DocSum/docker_compose/intel/cpu/xeon/README.html">Build Mega Service of Document Summarization on Intel Xeon Processor</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DocSum/docker_compose/intel/hpu/gaudi/README.html">Build MegaService of Document Summarization on Gaudi</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DocSum/kubernetes/intel/README.html">Deploy DocSum in Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DocSum/kubernetes/intel/README_gmc.html">Deploy DocSum in Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DocSum/kubernetes/intel/cpu/xeon/manifest/ui/README.html">Deploy DocSum with ReactUI</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DocSum/ui/react/README.html">Doc Summary React</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DocSum/ui/svelte/README.html">Doc Summary</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#edgecraftrag-application">EdgeCraftRAG Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/EdgeCraftRAG/README.html">Edge Craft Retrieval-Augmented Generation</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#faqgen-application">FaqGen Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/FaqGen/README.html">FAQ Generation Application</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/FaqGen/benchmark/accuracy/README.html">FaqGen Accuracy</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/FaqGen/benchmark/performance/README.html">FaqGen Benchmarking</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/FaqGen/docker_compose/intel/cpu/xeon/README.html">Build Mega Service of FAQ Generation on Intel Xeon Processor</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/FaqGen/docker_compose/intel/hpu/gaudi/README.html">Build MegaService of FAQ Generation on Gaudi</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/FaqGen/kubernetes/intel/README.html">Deploy FaqGen in Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/FaqGen/kubernetes/intel/cpu/xeon/manifest/README_react_ui.html">Deploy FaqGen with ReactUI</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/FaqGen/ui/react/README.html">Doc Summary React</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/FaqGen/ui/svelte/README.html">FAQ Generation</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#graphrag-application">GraphRAG Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/GraphRAG/README.html">GraphRAG Application</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/GraphRAG/ui/react/README.html">ChatQnA Conversational UI</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/GraphRAG/ui/svelte/README.html">ChatQnA Customized UI</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#instructiontuning-application">InstructionTuning Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/InstructionTuning/README.html">Instruction Tuning</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/InstructionTuning/docker_compose/intel/cpu/xeon/README.html">Deploy Instruction Tuning Service on Xeon</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/InstructionTuning/docker_compose/intel/hpu/gaudi/README.html">Deploy Instruction Tuning Service on Gaudi</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#multimodalqna-application">MultimodalQnA Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/MultimodalQnA/README.html">MultimodalQnA Application</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/MultimodalQnA/docker_compose/intel/cpu/xeon/README.html">Build Mega Service of MultimodalQnA on Xeon</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/MultimodalQnA/docker_compose/intel/hpu/gaudi/README.html">Build Mega Service of MultimodalQnA on Gaudi</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#productivitysuite-application">ProductivitySuite Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ProductivitySuite/README.html">Productivity Suite Application</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ProductivitySuite/docker_compose/intel/cpu/xeon/README.html">Build Mega Service of Productivity Suite on Xeon</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ProductivitySuite/docker_compose/intel/cpu/xeon/keycloak_setup_guide.html">🔐 Keycloak Configuration Setup</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ProductivitySuite/kubernetes/intel/README.html">🚀 Deploy ProductivitySuite with ReactUI</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ProductivitySuite/ui/react/README.html">Productivity Suite React UI</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#rerankfinetuning-application">RerankFinetuning Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/RerankFinetuning/README.html">Rerank Model Finetuning</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/RerankFinetuning/docker_compose/intel/cpu/xeon/README.html">Deploy Rerank Model Finetuning Service on Xeon</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/RerankFinetuning/docker_compose/intel/hpu/gaudi/README.html">Deploy Rerank Model Finetuning Service on Gaudi</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#searchqna-application">SearchQnA Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/SearchQnA/README.html">SearchQnA Application</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/SearchQnA/docker_compose/intel/cpu/xeon/README.html">Build Mega Service of SearchQnA on Xeon</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/SearchQnA/docker_compose/intel/hpu/gaudi/README.html">Build Mega Service of SearchQnA on Gaudi</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/SearchQnA/kubernetes/intel/README_gmc.html">Deploy SearchQnA in a Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/SearchQnA/ui/svelte/README.html">Neural Chat</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#text2image-application">Text2Image Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/Text2Image/README.html">Text-to-Image Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/Text2Image/docker_compose/intel/cpu/xeon/README.html">Deploy Text-to-Image Service on Xeon</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/Text2Image/docker_compose/intel/hpu/gaudi/README.html">Deploy Text-to-Image Service on Gaudi</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/Text2Image/ui/svelte/README.html">Text2Image Customized UI</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#translation-application">Translation Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/Translation/README.html">Translation Application</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/Translation/docker_compose/intel/cpu/xeon/README.html">Build Mega Service of Translation on Xeon</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/Translation/docker_compose/intel/hpu/gaudi/README.html">Build MegaService of Translation on Gaudi</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/Translation/kubernetes/intel/README.html">Deploy Translation in Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/Translation/kubernetes/intel/README_gmc.html">Deploy Translation in a Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/Translation/ui/svelte/README.html">Language Translation</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#videoqna-application">VideoQnA Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/VideoQnA/README.html">VideoQnA Application</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/VideoQnA/docker_compose/intel/cpu/xeon/README.html">Build Mega Service of VideoQnA on Xeon</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#visualqna-application">VisualQnA Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/VisualQnA/README.html">Visual Question and Answering</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/VisualQnA/benchmark/performance/README.html">VisualQnA Benchmarking</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/VisualQnA/docker_compose/intel/cpu/xeon/README.html">Build Mega Service of VisualQnA on Xeon</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/VisualQnA/docker_compose/intel/hpu/gaudi/README.html">Build MegaService of VisualQnA on Gaudi</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/VisualQnA/kubernetes/intel/README.html">Deploy VisualQnA in Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/VisualQnA/kubernetes/intel/README_gmc.html">Deploy VisualQnA in a Kubernetes Cluster</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#workflowexecagent-application">WorkflowExecAgent Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/WorkflowExecAgent/README.html">Workflow Executor Agent</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/WorkflowExecAgent/tests/README.html">Validate Workflow Agent Microservice</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="GenAIExamples/LEGAL_INFORMATION.html">Legal Information</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/LEGAL_INFORMATION.html#license">License</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/LEGAL_INFORMATION.html#citation">Citation</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="GenAIExamples/docker_images_list.html">Docker Images</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/docker_images_list.html#example-images">Example images</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/docker_images_list.html#microservice-images">Microservice images</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="GenAIExamples/supported_examples.html">Supported Examples</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/supported_examples.html#chatqna">ChatQnA</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/supported_examples.html#codegen">CodeGen</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/supported_examples.html#codetrans">CodeTrans</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/supported_examples.html#docsum">DocSum</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/supported_examples.html#language-translation">Language Translation</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/supported_examples.html#searchqna">SearchQnA</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/supported_examples.html#visualqna">VisualQnA</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/supported_examples.html#videoqna">VideoQnA</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/supported_examples.html#rerankfinetuning">RerankFinetuning</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/supported_examples.html#instructiontuning">InstructionTuning</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/supported_examples.html#docindexretriever">DocIndexRetriever</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/supported_examples.html#agentqna">AgentQnA</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/supported_examples.html#audioqna">AudioQnA</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/supported_examples.html#faqgen">FaqGen</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/supported_examples.html#multimodalqna">MultimodalQnA</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/supported_examples.html#productivitysuite">ProductivitySuite</a></li>
</ul>
</li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="microservices/index.html">GenAI Microservices</a><ul>
<li class="toctree-l2"><a class="reference internal" href="GenAIComps/README.html">Generative AI Components (GenAIComps)</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/README.html#genaicomps">GenAIComps</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/README.html#installation">Installation</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/README.html#microservice">MicroService</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/README.html#megaservice">MegaService</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/README.html#gateway">Gateway</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/README.html#contributing-to-opea">Contributing to OPEA</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/README.html#additional-content">Additional Content</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="GenAIComps/LEGAL_INFORMATION.html">Legal Information</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/LEGAL_INFORMATION.html#license">License</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/LEGAL_INFORMATION.html#citation">Citation</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#agent-microservice">Agent Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/agent/langchain/README.html">Agent Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/agent/langchain/README.html#overview">1. Overview</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/agent/langchain/README.html#start-agent-microservice">🚀2. Start Agent Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/agent/langchain/README.html#validate-microservice">🚀 3. Validate Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/agent/langchain/README.html#provide-your-own-tools">🚀 4. Provide your own tools</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/agent/langchain/README.html#customize-agent-strategy">5. Customize agent strategy</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/agent/langchain/src/strategy/planexec/README.html">Plan Execute</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/agent/langchain/src/strategy/ragagent/README.html">RAG Agent</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#animation-microservice">Animation Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/animation/wav2lip/README.html">Avatar Animation Microservice</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/animation/wav2lip/README.html#start-microservice-with-docker-option-1">🚀1. Start Microservice with Docker (option 1)</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/animation/wav2lip/README.html#build-the-docker-images">1.1 Build the Docker images</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/animation/wav2lip/README.html#set-environment-variables">1.2. Set environment variables</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/animation/wav2lip/README.html#run-the-docker-container">🚀2. Run the Docker container</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/animation/wav2lip/README.html#run-wav2lip-microservice">2.1 Run Wav2Lip Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/animation/wav2lip/README.html#run-animation-microservice">2.2 Run Animation Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/animation/wav2lip/README.html#validate-microservice">🚀3. Validate Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/animation/wav2lip/README.html#validate-wav2lip-service">3.1 Validate Wav2Lip service</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/animation/wav2lip/README.html#validate-animation-service">3.2 Validate Animation service</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#asr-microservice">Asr Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/asr/whisper/README.html">ASR Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/asr/whisper/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/asr/whisper/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#chathistory-microservice">Chathistory Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/chathistory/README.html">📝 Chat History Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/chathistory/README.html#features">🛠️ Features</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/chathistory/README.html#implementation">⚙️ Implementation</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/chathistory/mongo/README.html">📝 Chat History Microservice with MongoDB</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/chathistory/mongo/README.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/chathistory/mongo/README.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/chathistory/mongo/README.html#invoke-microservice">✅ Invoke Microservice</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#cores-microservice">Cores Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/cores/telemetry/README.html">Telemetry for OPEA</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/cores/telemetry/README.html#metrics">Metrics</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/cores/telemetry/README.html#tracing">Tracing</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/cores/telemetry/README.html#visualization">Visualization</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#dataprep-microservice">Dataprep Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/README.html">Dataprep Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/README.html#install-requirements">Install Requirements</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/README.html#use-lvm-large-vision-model-for-summarizing-image-data">Use LVM (Large Vision Model) for Summarizing Image Data</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/README.html#dataprep-microservice-with-redis">Dataprep Microservice with Redis</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/README.html#dataprep-microservice-with-milvus">Dataprep Microservice with Milvus</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/README.html#dataprep-microservice-with-qdrant">Dataprep Microservice with Qdrant</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/README.html#dataprep-microservice-with-pinecone">Dataprep Microservice with Pinecone</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/README.html#dataprep-microservice-with-pgvector">Dataprep Microservice with PGVector</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/README.html#dataprep-microservice-with-vdms">Dataprep Microservice with VDMS</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/README.html#dataprep-microservice-with-multimodal">Dataprep Microservice with Multimodal</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/milvus/langchain/README.html">Dataprep Microservice with Milvus</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/milvus/langchain/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/milvus/langchain/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/milvus/langchain/README.html#consume-microservice">🚀3. Consume Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/milvus/langchain/README.html#troubleshooting">🚀4. Troubleshooting</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/multimedia2text/README.html">Multimedia to Text Services</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/multimedia2text/README.html#prerequisites">Prerequisites</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/multimedia2text/README.html#getting-started">Getting Started</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/multimedia2text/README.html#validate-microservices">Validate Microservices</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/multimedia2text/README.html#how-to-stop-remove-services">How to Stop/Remove Services</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/multimedia2text/data/README.html">Test Data for Document Summarization</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/multimedia2text/data/README.html#overview">Overview</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/multimedia2text/data/README.html#source-of-test-data">Source of Test Data</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/multimedia2text/data/README.html#description-of-test-data">Description of Test Data</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/multimedia2text/data/README.html#files">Files</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/multimedia2text/data/README.html#usage">Usage</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/multimedia2text/data/README.html#license">License</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/multimodal/redis/langchain/README.html">Dataprep Microservice for Multimodal Data with Redis</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/multimodal/redis/langchain/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python（Option 1）</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/multimodal/redis/langchain/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/multimodal/redis/langchain/README.html#status-microservice">🚀3. Status Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/multimodal/redis/langchain/README.html#consume-microservice">🚀4. Consume Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/neo4j/langchain/README.html">Dataprep Microservice with Neo4J</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/neo4j/langchain/README.html#start-microservice-with-python">🚀Start Microservice with Python</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/neo4j/langchain/README.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/neo4j/langchain/README.html#invoke-microservice">Invoke Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/neo4j/llama_index/README.html">Dataprep Microservice with Neo4J</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/neo4j/llama_index/README.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/neo4j/llama_index/README.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/neo4j/llama_index/README.html#invoke-microservice">Invoke Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/pgvector/langchain/README.html">Dataprep Microservice with PGVector</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/pgvector/langchain/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python（Option 1）</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/pgvector/langchain/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/pgvector/langchain/README.html#consume-microservice">🚀3. Consume Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/pinecone/langchain/README.html">Dataprep Microservice with Pinecone</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/pinecone/langchain/README.html#start-microservice-with-python">🚀Start Microservice with Python</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/pinecone/langchain/README.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/pinecone/langchain/README.html#invoke-microservice">Invoke Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/qdrant/langchain/README.html">Dataprep Microservice with Qdrant</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/qdrant/langchain/README.html#start-microservice-with-python">🚀Start Microservice with Python</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/qdrant/langchain/README.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/qdrant/langchain/README.html#invoke-microservice">Invoke Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/redis/README.html">Dataprep Microservice with Redis</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/redis/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python（Option 1）</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/redis/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/redis/README.html#status-microservice">🚀3. Status Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/redis/README.html#consume-microservice">🚀4. Consume Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/vdms/README.html">Dataprep Microservice with VDMS</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/vdms/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/vdms/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/vdms/README.html#status-microservice">🚀3. Status Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/vdms/README.html#consume-microservice">🚀4. Consume Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/vdms/multimodal_langchain/README.html">Multimodal Dataprep Microservice with VDMS</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/vdms/multimodal_langchain/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/vdms/multimodal_langchain/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/vdms/multimodal_langchain/README.html#status-microservice">🚀3. Status Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/vdms/multimodal_langchain/README.html#consume-microservice">🚀4. Consume Microservice</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#embeddings-microservice">Embeddings Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/embeddings/README.html">Embeddings Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/README.html#embeddings-microservice-with-tei">Embeddings Microservice with TEI</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/README.html#embeddings-microservice-with-mosec">Embeddings Microservice with Mosec</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/README.html#embeddings-microservice-with-multimodal">Embeddings Microservice with Multimodal</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/README.html#embeddings-microservice-with-multimodal-clip">Embeddings Microservice with Multimodal Clip</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/README.html#embeddings-microservice-with-prediction-guard">Embeddings Microservice with Prediction Guard</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/embeddings/mosec/langchain/README.html">build Mosec endpoint docker image</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/mosec/langchain/README.html#build-embedding-microservice-docker-image">build embedding microservice docker image</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/mosec/langchain/README.html#launch-mosec-endpoint-docker-container">launch Mosec endpoint docker container</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/mosec/langchain/README.html#launch-embedding-microservice-docker-container">launch embedding microservice docker container</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/mosec/langchain/README.html#run-client-test">run client test</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/embeddings/mosec/langchain/dependency/README.html">Embedding Server</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/mosec/langchain/dependency/README.html#introduction">1. Introduction</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/mosec/langchain/dependency/README.html#quick-start">2. Quick Start</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/embeddings/multimodal/README.html">Multimodal Embeddings Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/multimodal/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/multimodal/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/multimodal/README.html#consume-embedding-service">🚀3. Consume Embedding Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/embeddings/multimodal_clip/README.html">Multimodal CLIP Embeddings Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/multimodal_clip/README.html#start-microservice-with-docker">🚀1. Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/multimodal_clip/README.html#consume-embedding-service">🚀2. Consume Embedding Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/embeddings/predictionguard/README.html">Embedding Generation Prediction Guard Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/predictionguard/README.html#start-microservice-with-docker">🚀 Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/predictionguard/README.html#consume-embeddings-service">🚀 Consume Embeddings Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/embeddings/tei/langchain/README.html">Embeddings Microservice with Langchain TEI</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/tei/langchain/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/tei/langchain/README.html#start-microservice-with-docker-optional-2">🚀2. Start Microservice with Docker (Optional 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/tei/langchain/README.html#consume-embedding-service">🚀3. Consume Embedding Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/embeddings/tei/llama_index/README.html">Embeddings Microservice with Llama Index TEI</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/tei/llama_index/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/tei/llama_index/README.html#start-microservice-with-docker-optional-2">🚀2. Start Microservice with Docker (Optional 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/tei/llama_index/README.html#consume-embedding-service">🚀3. Consume Embedding Service</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#feedback-management-microservice">Feedback_management Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/feedback_management/README.html">🗨 Feedback Management Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/feedback_management/README.html#features">🛠️ Features</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/feedback_management/README.html#implementation">⚙️ Implementation</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/feedback_management/mongo/README.html">🗨 Feedback Management Microservice with MongoDB</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/feedback_management/mongo/README.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/feedback_management/mongo/README.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#finetuning-microservice">Finetuning Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/finetuning/README.html">Fine-tuning Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/finetuning/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/finetuning/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/finetuning/README.html#consume-finetuning-service">🚀3. Consume Finetuning Service</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/finetuning/README.html#descriptions-for-finetuning-parameters">🚀4. Descriptions for Finetuning parameters</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#guardrails-microservice">Guardrails Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/README.html">Trust and Safety with LLM</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/bias_detection/README.html">Bias Detection Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/bias_detection/README.html#introduction">Introduction</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/bias_detection/README.html#future-development">Future Development</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/bias_detection/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python（Option 1）</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/bias_detection/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/bias_detection/README.html#get-status-of-microservice">🚀3. Get Status of Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/bias_detection/README.html#consume-microservice-pre-llm-post-llm">🚀4. Consume Microservice Pre-LLM/Post-LLM</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/factuality/predictionguard/README.html">Factuality Check Prediction Guard Microservice</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/factuality/predictionguard/README.html#start-microservice-with-docker">🚀 Start Microservice with Docker</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/factuality/predictionguard/README.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/factuality/predictionguard/README.html#build-docker-images">Build Docker Images</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/factuality/predictionguard/README.html#start-service">Start Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/factuality/predictionguard/README.html#consume-factuality-check-service">🚀 Consume Factuality Check Service</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/llama_guard/langchain/README.html">Guardrails Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/llama_guard/langchain/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/llama_guard/langchain/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/llama_guard/langchain/README.html#consume-guardrails-service">🚀3. Consume Guardrails Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/pii_detection/README.html">PII Detection Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/pii_detection/README.html#ner-strategy">NER strategy</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/pii_detection/README.html#ml-strategy">ML strategy</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/pii_detection/README.html#input-and-output">Input and output</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/pii_detection/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python（Option 1）</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/pii_detection/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/pii_detection/README.html#get-status-of-microservice">🚀3. Get Status of Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/pii_detection/README.html#consume-microservice">🚀4. Consume Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/pii_detection/predictionguard/README.html">PII Detection Prediction Guard Microservice</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/pii_detection/predictionguard/README.html#start-microservice-with-docker">🚀 Start Microservice with Docker</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/pii_detection/predictionguard/README.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/pii_detection/predictionguard/README.html#build-docker-images">Build Docker Images</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/pii_detection/predictionguard/README.html#start-service">Start Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/pii_detection/predictionguard/README.html#consume-pii-detection-service">🚀 Consume PII Detection Service</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/prompt_injection/predictionguard/README.html">Prompt Injection Detection Prediction Guard Microservice</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/prompt_injection/predictionguard/README.html#start-microservice-with-docker">🚀 Start Microservice with Docker</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/prompt_injection/predictionguard/README.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/prompt_injection/predictionguard/README.html#build-docker-images">Build Docker Images</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/prompt_injection/predictionguard/README.html#start-service">Start Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/prompt_injection/predictionguard/README.html#consume-prompt-injection-detection-service">🚀 Consume Prompt Injection Detection Service</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/toxicity_detection/README.html">Toxicity Detection Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/toxicity_detection/README.html#introduction">Introduction</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/toxicity_detection/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python（Option 1）</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/toxicity_detection/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/toxicity_detection/README.html#get-status-of-microservice">🚀3. Get Status of Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/toxicity_detection/README.html#consume-microservice-pre-llm-post-llm">🚀4. Consume Microservice Pre-LLM/Post-LLM</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/toxicity_detection/predictionguard/README.html">Toxicity Checking Prediction Guard Microservice</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/toxicity_detection/predictionguard/README.html#start-microservice-with-docker">🚀 Start Microservice with Docker</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/toxicity_detection/predictionguard/README.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/toxicity_detection/predictionguard/README.html#build-docker-images">Build Docker Images</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/toxicity_detection/predictionguard/README.html#start-service">Start Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/toxicity_detection/predictionguard/README.html#consume-toxicity-check-service">🚀 Consume Toxicity Check Service</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/wildguard/langchain/README.html">Guardrails Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/wildguard/langchain/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/wildguard/langchain/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/wildguard/langchain/README.html#consume-guardrails-service">🚀3. Consume Guardrails Service</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#image2image-microservice">Image2image Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/image2image/README.html">Image-to-Image Microservice</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/image2image/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/image2image/README.html#install-requirements">1.1 Install Requirements</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/image2image/README.html#start-image-to-image-microservice">1.2 Start Image-to-Image Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/image2image/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/image2image/README.html#build-images">2.1 Build Images</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/image2image/README.html#start-image-to-image-service">2.2 Start Image-to-Image Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/image2image/README.html#test-image-to-image-service">3 Test Image-to-Image Service</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#image2video-microservice">Image2video Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/image2video/README.html">Image-to-Video Microservice</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/image2video/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/image2video/README.html#install-requirements">1.1 Install Requirements</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/image2video/README.html#start-svd-service">1.2 Start SVD Service</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/image2video/README.html#start-image-to-video-microservice">1.3 Start Image-to-Video Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/image2video/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/image2video/README.html#build-images">2.1 Build Images</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/image2video/README.html#start-svd-and-image-to-video-service">2.2 Start SVD and Image-to-Video Service</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#intent-detection-microservice">Intent_detection Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/intent_detection/langchain/README.html">Intent Detection Microservice by TGI</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/intent_detection/langchain/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python（Option 1）</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/intent_detection/langchain/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/intent_detection/langchain/README.html#consume-microservice">🚀3. Consume Microservice</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#llms-microservice">Llms Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/faq-generation/tgi/langchain/README.html">TGI FAQGen LLM Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/faq-generation/tgi/langchain/README.html#start-microservice-with-docker">🚀1. Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/faq-generation/tgi/langchain/README.html#consume-llm-service">🚀3. Consume LLM Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/faq-generation/vllm/langchain/README.html">vLLM FAQGen LLM Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/faq-generation/vllm/langchain/README.html#start-microservice-with-docker">🚀1. Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/faq-generation/vllm/langchain/README.html#consume-llm-service">🚀3. Consume LLM Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/summarization/tgi/langchain/README.html">Document Summary TGI Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/summarization/tgi/langchain/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python 🐍 (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/summarization/tgi/langchain/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker 🐳 (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/summarization/tgi/langchain/README.html#consume-llm-service">🚀3. Consume LLM Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/summarization/vllm/langchain/README.html">Document Summary vLLM Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/summarization/vllm/langchain/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python 🐍 (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/summarization/vllm/langchain/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker 🐳 (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/summarization/vllm/langchain/README.html#consume-llm-service">🚀3. Consume LLM Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/README.html">LLM Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/README.html#validated-llm-models">Validated LLM Models</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/README.html#clone-opea-genaicomps">Clone OPEA GenAIComps</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/README.html#prerequisites">Prerequisites</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/README.html#consume-llm-service">🚀3. Consume LLM Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/native/langchain/README.html">LLM Native Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/native/langchain/README.html#start-microservice">🚀1. Start Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/native/langchain/README.html#consume-llm-service">🚀2. Consume LLM Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/native/llama_index/README.html">LLM Native Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/native/llama_index/README.html#start-microservice">🚀1. Start Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/native/llama_index/README.html#consume-llm-service">🚀2. Consume LLM Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/ollama/langchain/README.html">Introduction</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/ollama/langchain/README.html#get-started">Get Started</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/ollama/langchain/README.html#build-docker-image">Build Docker Image</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/ollama/langchain/README.html#run-the-ollama-microservice">Run the Ollama Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/ollama/langchain/README.html#consume-the-ollama-microservice">Consume the Ollama Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/predictionguard/README.html">Prediction Guard Introduction</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/predictionguard/README.html#get-started">Get Started</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/predictionguard/README.html#consume-the-prediction-guard-microservice">Consume the Prediction Guard Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/tgi/README.html">TGI LLM Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/tgi/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/tgi/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/tgi/README.html#consume-llm-service">🚀3. Consume LLM Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/vllm/langchain/README.html">vLLM Endpoint Service</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/vllm/langchain/README.html#set-up-environment-variables">🚀1. Set up Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/vllm/langchain/README.html#set-up-vllm-service">🚀2. Set up vLLM Service</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/vllm/langchain/README.html#set-up-llm-microservice">🚀3. Set up LLM microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/vllm/llama_index/README.html">vLLM Endpoint Service</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/vllm/llama_index/README.html#set-up-environment-variables">🚀1. Set up Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/vllm/llama_index/README.html#set-up-vllm-service">🚀2. Set up vLLM Service</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/text-generation/vllm/llama_index/README.html#set-up-llm-microservice">🚀3. Set up LLM microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/utils/lm-eval/README.html">LM-Eval Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/utils/lm-eval/README.html#cpu-service">CPU service</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#lvms-microservice">Lvms Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/lvms/llama-vision/README.html">LVM Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/llama-vision/README.html#start-microservice-with-docker">🚀 Start Microservice with Docker</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/lvms/llava/README.html">LVM Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/llava/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/llava/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/lvms/predictionguard/README.html">LVM Prediction Guard Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/predictionguard/README.html#start-microservice-with-python">🚀1. Start Microservice with Python</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/predictionguard/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/predictionguard/README.html#consume-lvm-service">🚀3. Consume LVM Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/lvms/video-llama/README.html">LVM Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/video-llama/README.html#start-microservice-with-docker">🚀1. Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/video-llama/README.html#test">✅ 2. Test</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/video-llama/README.html#clean">♻️ 3. Clean</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#nginx-microservice">Nginx Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/nginx/README.html">Nginx for Microservice Forwarding</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/nginx/README.html#build-docker-image">🚀1. Build Docker Image</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/nginx/README.html#environment-settings">🚀2. Environment Settings</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/nginx/README.html#start-nginx-service">🚀3. Start Nginx Service</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/nginx/README.html#consume-forwarded-service">🚀4. Consume Forwarded Service</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#prompt-registry-microservice">Prompt_registry Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/prompt_registry/README.html">🧾 Prompt Registry Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/prompt_registry/README.html#features">🛠️ Features</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/prompt_registry/README.html#implementation">⚙️ Implementation</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/prompt_registry/mongo/README.html">🧾 Prompt Registry Microservice with MongoDB</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/prompt_registry/mongo/README.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/prompt_registry/mongo/README.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#ragas-microservice">Ragas Microservice</a><ul class="simple">
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#reranks-microservice">Reranks Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/reranks/README.html">Reranking Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/README.html#features">🛠️ Features</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/README.html#implementation">⚙️ Implementation</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/reranks/fastrag/README.html">Reranking Microservice with fastRAG</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/fastrag/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/fastrag/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/fastrag/README.html#invoke-reranking-microservice">✅ 3. Invoke Reranking Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/reranks/mosec/langchain/README.html">Reranking Microservice with Mosec</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/mosec/langchain/README.html#build-reranking-mosec-image">Build Reranking Mosec Image</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/mosec/langchain/README.html#build-reranking-microservice-image">Build Reranking Microservice Image</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/mosec/langchain/README.html#launch-mosec-endpoint-image-container">Launch Mosec Endpoint Image Container</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/mosec/langchain/README.html#launch-embedding-microservice-image-container">Launch Embedding Microservice Image Container</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/mosec/langchain/README.html#invoke-reranking-microservice">✅ Invoke Reranking Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/reranks/tei/README.html">Reranking Microservice via TEI</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/tei/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/tei/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/tei/README.html#invoke-reranking-microservice">✅3. Invoke Reranking Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/reranks/videoqna/README.html">Rerank Microservice with VideoQnA</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/videoqna/README.html#start-microservice-with-docker">🚀1. Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/videoqna/README.html#invoke-reranking-microservice">✅ 2. Invoke Reranking Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/reranks/videoqna/README.html#cleaning-the-container">♻️ 3. Cleaning the Container</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#retrievers-microservice">Retrievers Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/README.html">Retriever Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/README.html#retriever-microservice-with-redis">Retriever Microservice with Redis</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/README.html#retriever-microservice-with-milvus">Retriever Microservice with Milvus</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/README.html#retriever-microservice-with-pgvector">Retriever Microservice with PGVector</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/README.html#retriever-microservice-with-pathway">Retriever Microservice with Pathway</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/README.html#retriever-microservice-with-qdrant">Retriever Microservice with QDrant</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/README.html#retriever-microservice-with-vdms">Retriever Microservice with VDMS</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/README.html#retriever-microservice-with-multimodal">Retriever Microservice with Multimodal</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/milvus/langchain/README.html">Retriever Microservice with Milvus</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/milvus/langchain/README.html#start-microservice-with-python">🚀Start Microservice with Python</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/milvus/langchain/README.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/milvus/langchain/README.html#consume-retriever-service">🚀3. Consume Retriever Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/multimodal/redis/langchain/README.html">Retriever Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/multimodal/redis/langchain/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/multimodal/redis/langchain/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/multimodal/redis/langchain/README.html#consume-retriever-service">🚀3. Consume Retriever Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/neo4j/langchain/README.html">Retriever Microservice with Neo4J</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/neo4j/langchain/README.html#start-microservice-with-python">🚀Start Microservice with Python</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/neo4j/langchain/README.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/neo4j/langchain/README.html#consume-retriever-service">🚀3. Consume Retriever Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/neo4j/llama_index/README.html">Retriever Microservice with Neo4J</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/neo4j/llama_index/README.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/neo4j/llama_index/README.html#invoke-microservice">Invoke Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/pathway/langchain/README.html">Retriever Microservice with Pathway</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/pathway/langchain/README.html#start-microservices">🚀Start Microservices</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/pgvector/langchain/README.html">Retriever Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/pgvector/langchain/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/pgvector/langchain/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/pgvector/langchain/README.html#consume-retriever-service">🚀3. Consume Retriever Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/qdrant/haystack/README.html">Retriever Microservice with Qdrant</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/qdrant/haystack/README.html#start-microservice-with-python-option-1">1. 🚀Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/qdrant/haystack/README.html#start-microservice-with-docker-option-2">2. 🚀Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/qdrant/haystack/README.html#consume-retriever-service">🚀3. Consume Retriever Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/redis/langchain/README.html">Retriever Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/redis/langchain/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/redis/langchain/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/redis/langchain/README.html#consume-retriever-service">🚀3. Consume Retriever Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/redis/llama_index/README.html">Retriever Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/redis/llama_index/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/redis/llama_index/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/redis/llama_index/README.html#consume-retriever-service">🚀3. Consume Retriever Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/vdms/langchain/README.html">Retriever Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/vdms/langchain/README.html#visual-data-management-system-vdms">Visual Data Management System (VDMS)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/vdms/langchain/README.html#start-microservice-with-python-option-1">🚀1. Start Microservice with Python (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/vdms/langchain/README.html#start-microservice-with-docker-option-2">🚀2. Start Microservice with Docker (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/vdms/langchain/README.html#consume-retriever-service">🚀3. Consume Retriever Service</a></li>
</ul>
</li>
</ul>
</li>