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1.0
OPEA Project v: 1.0
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  • Documentation Home
  • OPEA Overview
    • OPEA Project Architecture
      • Microservices: Flexible and Scalable Architecture
      • Megaservices: A Comprehensive Solution
      • Gateways: Customized Access to Mega- and Microservices
    • Next Step
      • Open Platform for Enterprise AI (OPEA) Framework Draft Proposal
  • Getting Started
  • GenAI Examples
    • ChatQnA Sample Guide
      • Overview
      • Purpose
      • Key Implementation Details
      • How It Works
      • Architecture
      • Deployment
      • Troubleshooting
      • Monitoring
    • Generative AI Examples
      • Introduction
      • Architecture
      • Getting Started
      • Supported Examples
      • Contributing to OPEA
      • Additional Content
    • Legal Information
      • License
      • Citation
    • Docker Images
      • Example images
      • Microservice images
    • Supported Examples
      • ChatQnA
    • AgentQnA Application
      • Agents for Question Answering
      • Retrieval tool for agent
    • AudioQnA Application
      • AudioQnA Application
      • AudioQnA accuracy Evaluation
      • Build Mega Service of AudioQnA on Xeon
      • Build Mega Service of AudioQnA on Gaudi
      • Deploy AudioQnA in a Kubernetes Cluster
      • Deploy AudioQnA in Kubernetes Cluster on Xeon and Gaudi
      • AudioQnA
    • ChatQnA Application
      • ChatQnA Application
      • ChatQnA Benchmarking
      • Build Mega Service of ChatQnA on AIPC
      • Build Mega Service of ChatQnA on Xeon
      • Build Mega Service of ChatQnA (with Qdrant) on Xeon
      • Build MegaService of ChatQnA on Gaudi
      • How to Check and Validate Micro Service in the GenAI Example
      • Build MegaService of ChatQnA on NVIDIA GPU
      • Deploy ChatQnA in Kubernetes Cluster
      • Deploy ChatQnA in Kubernetes Cluster on Xeon and Gaudi
      • ChatQnA Conversational UI
      • ChatQnA Customized UI
    • CodeGen Application
      • Code Generation Application
      • CodeGen accuracy Evaluation
      • Build MegaService of CodeGen on Xeon
      • Build MegaService of CodeGen on Gaudi
      • Deploy CodeGen in Kubernetes Cluster
      • Deploy CodeGen in a Kubernetes Cluster
      • Deploy CodeGen with ReactUI
      • Code Gen
      • Code Gen
    • CodeTrans Application
      • Code Translation Application
      • Build Mega Service of CodeTrans on Xeon
      • Build Mega Service of CodeTrans on Gaudi
      • Deploy CodeTrans in Kubernetes Cluster
      • Deploy CodeTrans in a Kubernetes Cluster
      • Code Translation
    • DocIndexRetriever Application
      • DocRetriever Application
      • DocRetriever Application with Docker
      • DocRetriever Application with Docker
    • DocSum Application
      • Document Summarization Application
      • Build Mega Service of Document Summarization on Intel Xeon Processor
      • Build MegaService of Document Summarization on Gaudi
      • Deploy DocSum in Kubernetes Cluster
      • Deploy DocSum in Kubernetes Cluster
      • Deploy DocSum with ReactUI
      • Doc Summary React
      • Doc Summary
    • FaqGen Application
      • FAQ Generation Application
      • FaqGen Evaluation
      • Build Mega Service of FAQ Generation on Intel Xeon Processor
      • Build MegaService of FAQ Generation on Gaudi
      • Deploy FaqGen in Kubernetes Cluster
      • Deploy FaqGen with ReactUI
      • Doc Summary React
      • FAQ Generation
    • InstructionTuning Application
      • Instruction Tuning
      • Deploy Instruction Tuning Service on Xeon
      • Deploy Instruction Tuning Service on Gaudi
    • MultimodalQnA Application
      • MultimodalQnA Application
      • Build Mega Service of MultimodalQnA on Xeon
      • Build Mega Service of MultimodalQnA on Gaudi
    • ProductivitySuite Application
      • OPEA Productivity Suite Application
      • Build Mega Service of Productivity Suite on Xeon
      • Keycloak Configuration Setup
      • Deploy ProductivitySuite with ReactUI
      • Productivity Suite React UI
    • RerankFinetuning Application
      • Rerank Model Finetuning
      • Deploy Rerank Model Finetuning Service on Xeon
      • Deploy Rerank Model Finetuning Service on Gaudi
    • SearchQnA Application
      • SearchQnA Application
      • Build Mega Service of SearchQnA on Xeon
      • Build Mega Service of SearchQnA on Gaudi
      • Deploy SearchQnA in a Kubernetes Cluster
      • Neural Chat
    • Translation Application
      • Translation Application
      • Build Mega Service of Translation on Xeon
      • Build MegaService of Translation on Gaudi
      • Deploy Translation in Kubernetes Cluster
      • Deploy Translation in a Kubernetes Cluster
      • Language Translation
    • VideoQnA Application
      • VideoQnA Application
      • Build Mega Service of VideoQnA on Xeon
    • VisualQnA Application
      • Visual Question and Answering
      • Build Mega Service of VisualQnA on Xeon
      • Build MegaService of VisualQnA on Gaudi
      • Deploy VisualQnA in Kubernetes Cluster
      • Deploy VisualQnA in a Kubernetes Cluster
  • GenAI Microservices
    • Generative AI Components (GenAIComps)
      • GenAIComps
      • MicroService
      • MegaService
      • Gateway
      • Contributing to OPEA
      • Additional Content
    • Legal Information
      • License
      • Citation
    • Agent Microservice
      • Agent Microservice
      • Plan Execute
      • RAG Agent
    • Asr Microservice
      • ASR Microservice
    • Chathistory Microservice
      • Chat History Microservice
    • Cores Microservice
      • Telemetry for OPEA
    • Dataprep Microservice
      • Dataprep Microservice
      • Dataprep Microservice with Milvus
      • Dataprep Microservice for Multimodal Data with Redis
      • Dataprep Microservice with Neo4J
      • Dataprep Microservice with PGVector
      • Dataprep Microservice with Pinecone
      • Dataprep Microservice with Qdrant
      • Dataprep Microservice with Redis
      • Dataprep Microservice with VDMS
      • Multimodal Dataprep Microservice with VDMS
    • Embeddings Microservice
      • Embeddings Microservice
      • build Mosec endpoint docker image
      • Embedding Server
      • Multimodal Embeddings Microservice
      • Multimodal CLIP Embeddings Microservice
      • Embedding Generation Prediction Guard Microservice
      • Embeddings Microservice with Langchain TEI
      • Embeddings Microservice with Llama Index TEI
    • Feedback_management Microservice
      • Feedback Management Microservice
    • Finetuning Microservice
      • Fine-tuning Microservice
    • Guardrails Microservice
      • Trust and Safety with LLM
      • Bias Detection Microservice
      • Guardrails Microservice
      • PII Detection Microservice
      • Toxicity Detection Microservice
    • Intent_detection Microservice
      • Intent Detection Microservice by TGI
    • Knowledgegraphs Microservice
      • Knowledge Graph Microservice
    • Llms Microservice
      • TGI FAQGen LLM Microservice
      • Document Summary TGI Microservice
      • LLM Microservice
      • LLM Native Microservice
      • LLM Native Microservice
      • Introduction
      • Prediction Guard Introduction
      • TGI LLM Microservice
      • vLLM Endpoint Service
      • vLLM Endpoint Service
      • VLLM-Ray Endpoint Service
      • LM-Eval Microservice
    • Lvms Microservice
      • LVM Microservice
      • LVM Prediction Guard Microservice
      • LVM Microservice
    • Nginx Microservice
      • Nginx for Microservice Forwarding
    • Prompt_registry Microservice
      • Prompt Registry Microservice
    • Ragas Microservice
    • Reranks Microservice
      • Reranking Microservice
      • build reranking Mosec endpoint docker image
      • Reranking Microservice
      • Rerank Microservice
    • Retrievers Microservice
      • Retriever Microservice
      • Retriever Microservice with Milvus
      • Retriever Microservice
      • Retriever Microservice with Neo4J
      • Retriever Microservice with Pathway