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<li class="toctree-l3"><a class="reference internal" href="examples/CodeGen/CodeGen_Guide.html#purpose">Purpose</a></li>
<li class="toctree-l3"><a class="reference internal" href="examples/CodeGen/CodeGen_Guide.html#how-it-works">How It Works</a></li>
<li class="toctree-l3"><a class="reference internal" href="examples/CodeGen/CodeGen_Guide.html#deployment">Deployment</a><ul>
<li class="toctree-l4"><a class="reference internal" href="examples/CodeGen/deploy/xeon.html">Intel® Xeon® Scalable processor</a></li>
<li class="toctree-l4"><a class="reference internal" href="examples/CodeGen/deploy/gaudi.html">Gaudi AI Accelerator</a></li>
</ul>
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</ul>
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<li class="toctree-l2"><a class="reference internal" href="examples/CodeTrans/CodeTrans_Guide.html">Code Translation Sample Guide</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="examples/CodeTrans/CodeTrans_Guide.html#purpose">Purpose</a></li>
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<li class="toctree-l4"><a class="reference internal" href="examples/CodeTrans/CodeTrans_Guide.html#single-node">Single Node</a></li>
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<li class="toctree-l2"><a class="reference internal" href="examples/DocSum/DocSum_Guide.html">Docsum Sample Guide</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="examples/DocSum/DocSum_Guide.html#purpose">Purpose</a></li>
<li class="toctree-l3"><a class="reference internal" href="examples/DocSum/DocSum_Guide.html#how-it-works">How It Works</a></li>
<li class="toctree-l3"><a class="reference internal" href="examples/DocSum/DocSum_Guide.html#deployment">Deployment</a><ul>
<li class="toctree-l4"><a class="reference internal" href="examples/DocSum/deploy/xeon.html">Intel® Xeon® Scalable processor</a></li>
<li class="toctree-l4"><a class="reference internal" href="examples/DocSum/deploy/gaudi.html">Gaudi AI Accelerator</a></li>
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<li class="toctree-l2"><a class="reference internal" href="GenAIExamples/README.html">Generative AI Examples</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/README.html#introduction">Introduction</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/README.html#architecture">Architecture</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/README.html#getting-started">Getting Started</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/README.html#deployment-guide">Deployment Guide</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/README.html#supported-examples">Supported Examples</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/README.html#contributing-to-opea">Contributing to OPEA</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/README.html#additional-content">Additional Content</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="examples/examples.html">Examples</a><ul>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#agentqna-application">AgentQnA Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AgentQnA/README.html">Agents for Question Answering</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AgentQnA/docker_compose/amd/gpu/rocm/README.html">Single node on-prem deployment with Docker Compose on AMD GPU</a></li>
<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>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AgentQnA/kubernetes/helm/README.html">Deploy AgentQnA on Kubernetes cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AgentQnA/retrieval_tool/README.html">Retrieval tool for agent</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AgentQnA/ui/svelte/README.html">AgentQnA</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="examples/examples.html#audioqna-application">AudioQnA Application</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AudioQnA/README.html">AudioQnA Application</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AudioQnA/benchmark/accuracy/README.html">AudioQnA Accuracy</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AudioQnA/benchmark/performance/README.html">AudioQnA Benchmarking</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AudioQnA/docker_compose/amd/gpu/rocm/README.html">Build Mega Service of AudioQnA on AMD ROCm GPU</a></li>
<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/gmc/README.html">Deploy AudioQnA in Kubernetes Cluster on Xeon and Gaudi</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/AudioQnA/kubernetes/helm/README.html">Deploy AudioQnA on Kubernetes cluster</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/amd/gpu/rocm/README.html">Build Mega Service of AvatarChatbot on AMD GPU</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/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 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/gmc/README.html">Deploy ChatQnA in Kubernetes Cluster on Xeon and Gaudi</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/ChatQnA/kubernetes/helm/README.html">Deploy ChatQnA on Kubernetes cluster</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/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/CodeGen/docker_compose/amd/gpu/rocm/README.html#validate-the-microservices-and-megaservice">Validate the MicroServices and MegaService</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/gmc/README.html">Deploy CodeGen in a Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeGen/kubernetes/helm/README.html">Deploy CodeGen on Kubernetes cluster</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/amd/gpu/rocm/README.html">Build and deploy CodeTrans Application on AMD GPU (ROCm)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeTrans/docker_compose/amd/gpu/rocm/README.html#validate-the-microservices-and-megaservice">Validate the MicroServices and MegaService</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/gmc/README.html">Deploy CodeTrans in a Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/CodeTrans/kubernetes/helm/README.html">Deploy CodeTrans on 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/amd/gpu/rocm/README.html">Deploy on AMD GPU</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/amd/gpu/rocm/README.html">Build and deploy DocSum Application on AMD GPU (ROCm)</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/gmc/README.html">Deploy DocSum in Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DocSum/kubernetes/helm/README.html">Deploy DocSum on Kubernetes cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/DocSum/ui/gradio/README.html">Document Summary</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/amd/gpu/rocm/README.html">Build and deploy FaqGen Application on AMD GPU (ROCm)</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/helm/README.html">Deploy FaqGen on Kubernetes cluster</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/amd/gpu/rocm/README.html">Build Mega Service of MultimodalQnA for AMD ROCm</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/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/amd/gpu/rocm/README.html">Build and deploy SearchQnA Application on AMD GPU (ROCm)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/SearchQnA/docker_compose/amd/gpu/rocm/README.html#validate-the-microservices-and-megaservice">Validate the MicroServices and MegaService</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/gmc/README.html">Deploy SearchQnA in a Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/SearchQnA/kubernetes/helm/README.html">Deploy SearchQnA on 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/kubernetes/helm/README.html">Deploy txt2img on Kubernetes cluster</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/amd/gpu/rocm/README.html">Build and deploy Translation Application on AMD GPU (ROCm)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/Translation/docker_compose/amd/gpu/rocm/README.html#validate-the-microservices-and-megaservice">Validate the MicroServices and MegaService</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/gmc/README.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/amd/gpu/rocm/README.html">Build Mega Service of VisualQnA on AMD ROCm</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/gmc/README.html">Deploy VisualQnA in a Kubernetes Cluster</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/VisualQnA/kubernetes/helm/README.html">Deploy VisualQnA on 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/README-deploy-benchmark.html">ChatQnA Benchmarking</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/README-deploy-benchmark.html#purpose">Purpose</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/README-deploy-benchmark.html#table-of-contents">Table of Contents</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/README-deploy-benchmark.html#prerequisites">Prerequisites</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/README-deploy-benchmark.html#data-preparation">Data Preparation</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIExamples/README-deploy-benchmark.html#overview">Overview</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIExamples/README-deploy-benchmark.html#using-deploy-and-benchmark-py-recommended">Using deploy_and_benchmark.py (Recommended)</a></li>
</ul>
</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#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/deployment/kubernetes/README.html">Deploy Agent microservice on Kubernetes cluster</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/agent/deployment/kubernetes/README.html#deploy-on-kubernetes">Deploy on Kubernetes</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/agent/src/README.html">Agent Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/agent/src/README.html#overview">1. Overview</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/agent/src/README.html#start-agent-microservice">🚀2. Start Agent Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/agent/src/README.html#validate-microservice">🚀 3. Validate Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/agent/src/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/src/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/src/integrations/strategy/planexec/README.html">Plan Execute</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/agent/src/integrations/strategy/ragagent/README.html">RAG Agent</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/agent/src/integrations/strategy/sqlagent/README.html">SQL Agents</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/agent/src/integrations/strategy/sqlagent/README.html#overview-of-sql-agent-llama">Overview of sql_agent_llama</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/agent/src/integrations/strategy/sqlagent/README.html#overview-of-sql-agent">Overview of sql_agent</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/agent/src/integrations/strategy/sqlagent/README.html#limitations">Limitations</a></li>
</ul>
</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/src/README.html">Avatar Animation Microservice</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/animation/src/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/src/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/src/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/src/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/src/README.html#run-wav2lip-microservice">2.1 Run Wav2Lip Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/animation/src/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/src/README.html#start-microservice-with-docker-compose">🚀3. Start Microservice with Docker Compose</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/animation/src/README.html#validate-microservice">🚀4. Validate Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/animation/src/README.html#validate-wav2lip-service">4.1 Validate Wav2Lip service</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/animation/src/README.html#validate-animation-service">4.2 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/deployment/kubernetes/README.html">Deploy ASR microservice on Kubernetes cluster</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/asr/deployment/kubernetes/README.html#deploy-on-kubernetes">Deploy on Kubernetes</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/asr/src/README.html">ASR Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/asr/src/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/src/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/asr/src/README.html#start-microservice-with-docker-compose-option-3">🚀3. Start Microservice with Docker Compose (Option 3)</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/deployment/kubernetes/README.html">Deploy chathistory microservice on Kubernetes cluster</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/chathistory/deployment/kubernetes/README.html#deploy-on-kubernetes">Deploy on Kubernetes</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/chathistory/src/README.html">📝 Chat History Microservice with MongoDB</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/chathistory/src/README.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/chathistory/src/README.html#start-microservice-with-docker-option-1">🚀 Start Microservice with Docker (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/chathistory/src/README.html#start-microservice-with-docker-compose-option-2">🚀 Start Microservice with Docker Compose (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/chathistory/src/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>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/README.html#dataprep-microservice-with-elasticsearch">Dataprep Microservice with ElasticSearch</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/README.html#dataprep-microservice-with-opensearch">Dataprep Microservice with OpenSearch</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/README.html#dataprep-microservice-with-neo4j">Dataprep Microservice with neo4j</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/deployment/kubernetes/README.html">Deploy dataprep microservice on Kubernetes cluster</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/deployment/kubernetes/README.html#deploy-on-kubernetes-with-redis-vectordb">Deploy on Kubernetes with redis VectorDB</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/deployment/kubernetes/README.html#deploy-on-kubernetes-with-milvus-vectordb">Deploy on Kubernetes with milvus VectorDB</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_elasticsearch.html">Dataprep Microservice with Elasticsearch</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_elasticsearch.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/src/README_elasticsearch.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/src/README_elasticsearch.html#consume-microservice">🚀3. Consume Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_milvus.html">Dataprep Microservice with Milvus</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_milvus.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/src/README_milvus.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/src/README_milvus.html#consume-microservice">🚀3. Consume Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_milvus.html#troubleshooting">🚀4. Troubleshooting</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_multimodal.html">Dataprep Microservice for Multimodal Data with Redis</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_multimodal.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/src/README_multimodal.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/src/README_multimodal.html#status-microservice">🚀3. Status Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_multimodal.html#consume-microservice">🚀4. Consume Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_neo4j_langchain.html">Dataprep Microservice with Neo4J</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_neo4j_langchain.html#start-microservice-with-python">🚀Start Microservice with Python</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_neo4j_langchain.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_neo4j_langchain.html#invoke-microservice">Invoke Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_neo4j_llamaindex.html">Dataprep Microservice with Neo4J</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_neo4j_llamaindex.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_neo4j_llamaindex.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_neo4j_llamaindex.html#invoke-microservice">Invoke Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_opensearch.html">Dataprep Microservice with OpenSearch</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_opensearch.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/src/README_opensearch.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/src/README_opensearch.html#status-microservice">🚀3. Status Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_opensearch.html#consume-microservice">🚀4. Consume Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_pgvector.html">Dataprep Microservice with PGVector</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_pgvector.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/src/README_pgvector.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/src/README_pgvector.html#consume-microservice">🚀3. Consume Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_pinecone.html">Dataprep Microservice with Pinecone</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_pinecone.html#start-microservice-with-python">🚀Start Microservice with Python</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_pinecone.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_pinecone.html#invoke-microservice">Invoke Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_qdrant.html">Dataprep Microservice with Qdrant</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_qdrant.html#start-microservice-with-python">🚀Start Microservice with Python</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_qdrant.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_qdrant.html#invoke-microservice">Invoke Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_redis.html">Dataprep Microservice with Redis</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_redis.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/src/README_redis.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/src/README_redis.html#status-microservice">🚀3. Status Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_redis.html#consume-microservice">🚀4. Consume Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_vdms.html">Dataprep Microservice with VDMS</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_vdms.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/src/README_vdms.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/src/README_vdms.html#status-microservice">🚀3. Status Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/dataprep/src/README_vdms.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/deployment/kubernetes/README.html">Deploy Embedding microservice on Kubernetes cluster</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/deployment/kubernetes/README.html#deploy-on-kubernetes">Deploy on Kubernetes</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README.html">Embeddings Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README.html#embeddings-microservice-with-tei">Embeddings Microservice with TEI</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README.html#embeddings-microservice-with-prediction-guard">Embeddings Microservice with Prediction Guard</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/src/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/src/README.html#embeddings-microservice-with-multimodal">Embeddings Microservice with Multimodal</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_bridgetower.html">Multimodal Embeddings Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_bridgetower.html#start-microservice">📦 1. Start Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_bridgetower.html#consume-embedding-service">📦 2. Consume Embedding Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_clip.html">Multimodal CLIP Embedding Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_clip.html#key-features">✨ Key Features</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_clip.html#quick-start">🚀 Quick Start</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_predictionguard.html">Embedding Microservice with Prediction Guard</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_predictionguard.html#start-microservice-with-docker-run">📦 1. Start Microservice with <code class="docutils literal notranslate"><span class="pre">docker</span> <span class="pre">run</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_predictionguard.html#start-microservice-with-docker-compose">📦 2. Start Microservice with docker compose</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_predictionguard.html#consume-embedding-service">📦 3. Consume Embedding Service</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_predictionguard.html#additional-notes">✨ Additional Notes</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_tei.html">🌟 Embedding Microservice with TEI</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_tei.html#start-microservice-with-docker-run">📦 1. Start Microservice with <code class="docutils literal notranslate"><span class="pre">docker</span> <span class="pre">run</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_tei.html#start-microservice-with-docker-compose">📦 2. Start Microservice with docker compose</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_tei.html#consume-embedding-service">📦 3. Consume Embedding Service</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/embeddings/src/README_tei.html#tips-for-better-understanding">✨ Tips for Better Understanding:</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/src/README.html">🗨 Feedback Management Microservice with MongoDB</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/feedback_management/src/README.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/feedback_management/src/README.html#start-microservice-with-docker-option-1">🚀 Start Microservice with Docker (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/feedback_management/src/README.html#start-microservice-with-docker-compose-option-2">🚀 Start Microservice with Docker Compose (Option 2)</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/src/README.html">Fine-tuning Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/finetuning/src/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/src/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/src/README.html#consume-finetuning-service">🚀3. Consume Finetuning Service</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/finetuning/src/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/deployment/kubernetes/README.html">Deploy guardrails microservice on Kubernetes cluster</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/deployment/kubernetes/README.html#deploy-on-kubernetes">Deploy on Kubernetes</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/src/bias_detection/README.html">Bias Detection Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/bias_detection/README.html#introduction">Introduction</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/bias_detection/README.html#future-development">Future Development</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/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/src/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/src/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/src/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/src/factuality_alignment/README.html">Factuality Check Prediction Guard Microservice</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/src/factuality_alignment/README.html#start-microservice-with-docker">🚀 Start Microservice with Docker</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/factuality_alignment/README.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/factuality_alignment/README.html#build-docker-images">Build Docker Images</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/factuality_alignment/README.html#start-service">Start Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/src/factuality_alignment/README.html#consume-factuality-check-service">🚀 Consume Factuality Check Service</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/src/guardrails/README.html">Guardrails Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/guardrails/README.html#llama-guard">Llama Guard</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/guardrails/README.html#wildguard">WildGuard</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/guardrails/README.html#clone-opea-genaicomps-and-set-initial-environment-variables">Clone OPEA GenAIComps and set initial environment variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/guardrails/README.html#start-up-the-huggingface-text-generation-inference-tgi-server">Start up the HuggingFace Text Generation Inference (TGI) Server</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/src/hallucination_detection/README.html">Hallucination Detection Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/hallucination_detection/README.html#introduction">Introduction</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/hallucination_detection/README.html#start-microservice-based-on-vllm-endpoint-on-intel-gaudi-accelerator">🚀1. Start Microservice based on vLLM endpoint on Intel Gaudi Accelerator</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/hallucination_detection/README.html#set-up-hallucination-microservice">2. Set up Hallucination Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/hallucination_detection/README.html#get-status-of-hallucination-microservice">🚀3. Get Status of Hallucination Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/hallucination_detection/README.html#consume-guardrail-micorservice-post-llm">🚀4. Consume Guardrail Micorservice Post-LLM</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/src/pii_detection/README.html">PII Detection Prediction Guard Microservice</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/src/pii_detection/README.html#start-microservice-with-docker">🚀 Start Microservice with Docker</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/pii_detection/README.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/pii_detection/README.html#build-docker-images">Build Docker Images</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/pii_detection/README.html#start-service">Start Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/src/pii_detection/README.html#consume-pii-detection-service">🚀 Consume PII Detection Service</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/src/prompt_injection/README.html">Prompt Injection Detection Prediction Guard Microservice</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/src/prompt_injection/README.html#start-microservice-with-docker">🚀 Start Microservice with Docker</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/prompt_injection/README.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/prompt_injection/README.html#build-docker-images">Build Docker Images</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/prompt_injection/README.html#start-service">Start Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/guardrails/src/prompt_injection/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/src/toxicity_detection/README.html">Toxicity Detection Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/toxicity_detection/README.html#introduction">Introduction</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/guardrails/src/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/src/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/src/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/src/toxicity_detection/README.html#consume-microservice-pre-llm-post-llm">🚀4. Consume Microservice Pre-LLM/Post-LLM</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/src/README.html">Image-to-Image Microservice</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/image2image/src/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/src/README.html#install-requirements">1.1 Install Requirements</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/image2image/src/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/src/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/src/README.html#build-images">2.1 Build Images</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/image2image/src/README.html#start-image-to-image-service-with-docker">2.2 Start Image-to-Image Service with Docker</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/image2image/src/README.html#start-image-to-image-with-docker-compose">🚀3. Start Image-to-Image with Docker Compose</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/image2image/src/README.html#test-image-to-image-service">4 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/src/README.html">Image-to-Video Microservice</a></li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/image2video/src/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/src/README.html#install-requirements">1.1 Install Requirements</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/image2video/src/README.html#start-image-to-video-microservice">1.2 Start Image-to-Video Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/image2video/src/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/src/README.html#build-images">2.1 Build Images</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/image2video/src/README.html#start-image-to-video-service">2.2 Start Image-to-Video Service</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/image2video/src/README.html#test">2.3 Test</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/deployment/kubernetes/README.html">Deploy LLM microservice on Kubernetes cluster</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/deployment/kubernetes/README.html#deploy-on-kubernetes">Deploy on Kubernetes</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/src/doc-summarization/README.html">Document Summary LLM Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/doc-summarization/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/src/doc-summarization/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/src/faq-generation/README.html">FAQGen LLM Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/faq-generation/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/src/faq-generation/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/src/text-generation/README.html">LLM text generation Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README.html#validated-llm-models">Validated LLM Models</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README.html#support-integrations">Support integrations</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README.html#clone-opea-genaicomps">Clone OPEA GenAIComps</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README.html#prerequisites">Prerequisites</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/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/src/text-generation/README_bedrock.html">Introduction</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README_bedrock.html#get-started">Get Started</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README_bedrock.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README_bedrock.html#build-docker-image">Build Docker Image</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README_bedrock.html#run-the-bedrock-microservice">Run the Bedrock Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README_bedrock.html#consume-the-bedrock-microservice">Consume the Bedrock Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README_native.html">LLM Native Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README_native.html#start-microservice">🚀1. Start Microservice</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README_native.html#consume-llm-service">🚀2. Consume LLM Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README_predictionguard.html">Prediction Guard Introduction</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README_predictionguard.html#get-started">Get Started</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/llms/src/text-generation/README_predictionguard.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/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/deployment/kubernetes/README.html">Deploy LVM microservice on Kubernetes cluster</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/deployment/kubernetes/README.html#deploy-on-kubernetes">Deploy on Kubernetes</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/lvms/src/README.html">LVM Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/src/README.html#start-microservice-with-docker-option-1">🚀1. Start Microservice with Docker (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/src/README.html#start-microservice-with-docker-compose-option-2">🚀1. Start Microservice with Docker Compose (Option 2)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/src/README.html#test">Test</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/lvms/src/integrations/dependency/llama-vision/README.html">LVM Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/src/integrations/dependency/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/src/integrations/dependency/llava/README.html">LVM Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/src/integrations/dependency/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/src/integrations/dependency/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/src/integrations/dependency/predictionguard/README.html">LVM Prediction Guard Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/src/integrations/dependency/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/src/integrations/dependency/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/src/integrations/dependency/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/src/integrations/dependency/video-llama/README.html">LVM Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/src/integrations/dependency/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/src/integrations/dependency/video-llama/README.html#test">✅ 2. Test</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/lvms/src/integrations/dependency/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#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/deployment/kubernetes/README.html">Deploy prompt microservice on Kubernetes cluster</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/prompt_registry/deployment/kubernetes/README.html#deploy-on-kubernetes">Deploy on Kubernetes</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/prompt_registry/src/README.html">🧾 Prompt Registry Microservice with MongoDB</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/prompt_registry/src/README.html#setup-environment-variables">Setup Environment Variables</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/prompt_registry/src/README.html#start-microservice-with-docker-option-1">🚀 Start Microservice with Docker (Option 1)</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/prompt_registry/src/README.html#start-microservice-with-docker-compose-option-2">🚀 Start Microservice with Docker Compose (Option 2)</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="microservices/index.html#rerankings-microservice">Rerankings Microservice</a><ul>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/rerankings/deployment/kubernetes/README.html">Deploy reranking microservice on Kubernetes cluster</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/rerankings/deployment/kubernetes/README.html#deploy-on-kubernetes">Deploy on Kubernetes</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/rerankings/src/README.html">Reranking Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/rerankings/src/README.html#features">🛠️ Features</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/rerankings/src/README.html#implementation">⚙️ Implementation</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/rerankings/src/README_tei.html">🌟 Reranking Microservice with TEI</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/rerankings/src/README_tei.html#start-microservice-with-docker">📦 1. Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/rerankings/src/README_tei.html#start-microservice-with-docker-compose">📦 2. Start Microservice with docker compose</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/rerankings/src/README_tei.html#consume-reranking-service">📦 3. Consume Reranking Service</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/rerankings/src/README_tei.html#tips-for-better-understanding">✨ Tips for Better Understanding:</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/rerankings/src/README_videoqna.html">🌟 Reranking Microservice with VideoQnA</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/rerankings/src/README_videoqna.html#start-microservice-with-docker">📦 1. Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/rerankings/src/README_videoqna.html#start-microservice-with-docker-compose">📦 2. Start Microservice with docker compose</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/rerankings/src/README_videoqna.html#consume-reranking-service">📦 3. Consume Reranking Service</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/rerankings/src/README_videoqna.html#tips-for-better-understanding">✨ Tips for Better Understanding:</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-qdrant">Retriever Microservice with Qdrant</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-vdms">Retriever Microservice with VDMS</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/README.html#retriever-microservice-with-elasticsearch">Retriever Microservice with ElasticSearch</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/README.html#retriever-microservice-with-opensearch">Retriever Microservice with OpenSearch</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/README.html#retriever-microservice-with-neo4j">Retriever Microservice with neo4j</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>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/deployment/kubernetes/README.html">Deploy retriever microservice on Kubernetes cluster</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/deployment/kubernetes/README.html#deploy-on-kubernetes-with-redis-vector-db">Deploy on Kubernetes with redis vector DB</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/deployment/kubernetes/README.html#deploy-on-kubernetes-with-milvus-vector-db">Deploy on Kubernetes with milvus vector DB</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_elasticsearch.html">Retriever Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_elasticsearch.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/src/README_elasticsearch.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/src/README_elasticsearch.html#consume-retriever-service">🚀3. Consume Retriever Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_milvus.html">Retriever Microservice with Milvus</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_milvus.html#start-microservice-with-python">🚀Start Microservice with Python</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_milvus.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_milvus.html#consume-retriever-service">🚀3. Consume Retriever Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_neo4j.html">Retriever Microservice with Neo4J</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_neo4j.html#start-microservice-with-docker">🚀Start Microservice with Docker</a></li>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_neo4j.html#invoke-microservice">Invoke Microservice</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_opensearch.html">Retriever Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_opensearch.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/src/README_opensearch.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/src/README_opensearch.html#consume-retriever-service">🚀3. Consume Retriever Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_pathway.html">Retriever Microservice with Pathway</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_pathway.html#start-microservices">🚀Start Microservices</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_pgvector.html">Retriever Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_pgvector.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/src/README_pgvector.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/src/README_pgvector.html#consume-retriever-service">🚀3. Consume Retriever Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_qdrant.html">Retriever Microservice with Qdrant</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_qdrant.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/src/README_qdrant.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/src/README_qdrant.html#consume-retriever-service">🚀3. Consume Retriever Service</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_redis.html">Retriever Microservice</a><ul>
<li class="toctree-l4"><a class="reference internal" href="GenAIComps/comps/retrievers/src/README_redis.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/src/README_redis.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/src/README_redis.html#consume-retriever-service">🚀3. Consume Retriever Service</a></li>
</ul>
</li>