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GenAIExamples/docker_images_list.md
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# Description
A list of released OPEA docker images in https://hub.docker.com/, contains all relevant images from the GenAIExamples, GenAIComps and GenAIInfra projects. Please expect more public available images in the future release.
Take ChatQnA for example. ChatQnA is a chatbot application service based on the Retrieval Augmented Generation (RAG) architecture. It consists of [opea/embedding-tei](https://hub.docker.com/r/opea/embedding-tei), [opea/retriever-redis](https://hub.docker.com/r/opea/retriever-redis), [opea/reranking-tei](https://hub.docker.com/r/opea/reranking-tei), [opea/llm-tgi](https://hub.docker.com/r/opea/llm-tgi), [opea/dataprep-redis](https://hub.docker.com/r/opea/dataprep-redis), [opea/chatqna](https://hub.docker.com/r/opea/chatqna), [opea/chatqna-ui](https://hub.docker.com/r/opea/chatqna-ui) and [opea/chatqna-conversation-ui](https://hub.docker.com/r/opea/chatqna-conversation-ui) (Optional) multiple microservices. Other services are similar, see the corresponding README for details.
## Example images
| Example Images | Dockerfile | Description |
| ------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [opea/chatqna](https://hub.docker.com/r/opea/chatqna) | [Link](https://github.com/opea-project/GenAIExamples/blob/main/ChatQnA/docker/Dockerfile) | The docker image served as a chatqna gateway and interacted with users by understanding their questions and providing relevant answers. |
| [opea/chatqna-ui](https://hub.docker.com/r/opea/chatqna-ui) | [Link](https://github.com/opea-project/GenAIExamples/blob/main/ChatQnA/docker/ui/docker/Dockerfile) | The docker image acted as the chatqna UI entry for facilitating interaction with users for question answering |
| [opea/chatqna-conversation-ui](https://hub.docker.com/r/opea/chatqna-conversation-ui) | [Link](https://github.com/opea-project/GenAIExamples/blob/main/ChatQnA/docker/ui/docker/Dockerfile.react) | The purpose of the docker image is to provide a user interface for chat-based Q&A using React. It allows for interaction with users and supports continuing conversations with a history that is stored in the browser's local storage. |
| [opea/docsum](https://hub.docker.com/r/opea/docsum) | [Link](https://github.com/opea-project/GenAIExamples/blob/main/DocSum/docker/Dockerfile) | The docker image served as a docsum gateway to provide service of capturing the main points and essential details of the original text |
| [opea/docsum-ui](https://hub.docker.com/r/opea/docsum-ui) | [Link](https://github.com/opea-project/GenAIExamples/blob/main/DocSum/docker/ui/docker/Dockerfile) | The docker image acted as the docsum UI entry for facilitating interaction with users for document summarization |
| [opea/codetrans](https://hub.docker.com/r/opea/codetrans) | [Link](https://github.com/opea-project/GenAIExamples/blob/main/CodeTrans/docker/Dockerfile) | The docker image served as a codetrans gateway to provide service of converting source code written in one programming language into an equivalent version in another programming language |
| [opea/codetrans-ui](https://hub.docker.com/r/opea/codetrans-ui) | [Link](https://github.com/opea-project/GenAIExamples/blob/main/CodeTrans/docker/ui/docker/Dockerfile) | The docker image acted as the codetrans UI entry for facilitating interaction with users for translating one programming language to another one |
| [opea/codegen](https://hub.docker.com/r/opea/codegen) | [Link](https://github.com/opea-project/GenAIExamples/blob/main/CodeGen/docker/Dockerfile) | The docker image served as the codegen gateway to provide service of the automatic creation of source code from a higher-level representation |
| [opea/codegen-ui](https://hub.docker.com/r/opea/codegen-ui) | [Link](https://github.com/opea-project/GenAIExamples/blob/main/CodeGen/docker/ui/docker/Dockerfile) | The docker image acted as the codegen UI entry for facilitating interaction with users for automatically generating code from user's description |
| [opea/searchqna](https://hub.docker.com/r/opea/searchqna/tags) | [Link](https://github.com/opea-project/GenAIExamples/blob/main/SearchQnA/docker/Dockerfile) | The docker image served as the searchqna gateway to provide service of retrieving accurate and relevant answers to user queries from a knowledge base or dataset |
## Microservice images
| Microservice Images | Dockerfile | Description |
| --------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [opea/tei-gaudi](https://hub.docker.com/r/opea/tei-gaudi/tags) | [Link](https://github.com/huggingface/tei-gaudi/blob/habana-main/Dockerfile-hpu) | The docker image powered by HuggingFace Text Embedding Inference (TEI) on Gaudi2 for deploying and serving Embedding Models |
| [opea/web-retriever-chroma](https://hub.docker.com/r/opea/web-retriever-chroma) | [Link](https://github.com/opea-project/GenAIComps/tree/main/comps/web_retrievers/langchain/chroma/docker) | The docker image exposed the OPEA retrieval microservice based on chroma vectordb for GenAI application use |
| [opea/retriever-redis](https://hub.docker.com/r/opea/retriever-redis) | [Link](https://github.com/opea-project/GenAIComps/blob/main/comps/retrievers/langchain/redis/docker/Dockerfile) | The docker image exposed the OPEA retrieval microservice based on redis vectordb for GenAI application use |
| [opea/reranking-tei](https://hub.docker.com/r/opea/reranking-tei) | [Link](https://github.com/opea-project/GenAIComps/blob/main/comps/reranks/tei/docker/Dockerfile) | The docker image exposed the OPEA reranking microservice based on tei docker image for GenAI application use |
| [opea/llm-tgi](https://hub.docker.com/r/opea/llm-tgi) | [Link](https://github.com/opea-project/GenAIComps/blob/main/comps/llms/text-generation/tgi/Dockerfile) | The docker image exposed the OPEA LLM microservice upon TGI docker image for GenAI application use |
| [opea/llm-docsum-tgi](https://hub.docker.com/r/opea/llm-docsum-tgi) | [Link](https://github.com/opea-project/GenAIComps/blob/main/comps/llms/summarization/tgi/Dockerfile) | This docker image is designed to build a document summarization microservice using the HuggingFace Text Generation Inference(TGI) framework. The microservice accepts document input and generates a document summary. |
| [opea/llm-vllm](https://hub.docker.com/r/opea/llm-vllm) | [Link](https://github.com/opea-project/GenAIComps/blob/main/comps/llms/text-generation/vllm/docker/Dockerfile.microservice) | The docker image exposed the OPEA LLM microservice upon vLLM docker image for GenAI application use |
| [opea/llm-ray](https://hub.docker.com/r/opea/llm-ray) | [Link](https://github.com/opea-project/GenAIComps/blob/main/comps/llms/text-generation/ray_serve/docker/Dockerfile.microservice) | The docker image exposed the OPEA LLM microservice based on Ray for GenAI application use |
| [opea/guardrails-pii-detection](https://hub.docker.com/r/opea/guardrails-pii-detection) | [Link](https://github.com/opea-project/GenAIComps/blob/main/comps/guardrails/pii_detection/docker/Dockerfile) | The docker image exposed the OPEA guardrail microservice to provide PII detection for GenAI application use |
| [opea/embedding-tei](https://hub.docker.com/r/opea/embedding-tei) | [Link](https://github.com/opea-project/GenAIComps/blob/main/comps/embeddings/langchain/docker/Dockerfile) | The docker image exposed the OPEA embedding microservice upon tei docker image for GenAI application use |
| [opea/dataprep-on-ray-redis](https://hub.docker.com/r/opea/dataprep-on-ray-redis) | [Link](https://github.com/opea-project/GenAIComps/blob/main/comps/dataprep/redis/langchain_ray/docker/Dockerfile) | The docker image exposed the OPEA dataprep microservice based on redis vectordb and optimized ray for GenAI application use |
| [opea/dataprep-redis](https://hub.docker.com/r/opea/dataprep-redis) | [Link](https://github.com/opea-project/GenAIComps/blob/main/comps/dataprep/redis/langchain/docker/Dockerfile) | The docker image exposed the OPEA dataprep microservice based on redis vectordb for GenAI application use |
| [opea/knowledge_graphs](https://hub.docker.com/r/opea/knowledge_graphs) | [Link](https://github.com/opea-project/GenAIComps/blob/main/comps/knowledgegraphs/langchain/docker/Dockerfile) | The docker image served as knowledge graph gateway to enhance question answering with graph knowledge searching. |
| [opea/gmcrouter](https://hub.docker.com/r/opea/gmcrouter) | [Link](https://github.com/opea-project/GenAIInfra/blob/main/microservices-connector/Dockerfile.manager) | The docker image served as one of key parts of the OPEA GenAI Microservice Connector(GMC) to route the traffic among the microservices defined in GMC |
| [opea/gmcmanager](https://hub.docker.com/r/opea/gmcmanager) | [Link](https://github.com/opea-project/GenAIInfra/blob/main/microservices-connector/Dockerfile.router) | The docker image served as one of key parts of the OPEA GenAI Microservice Connector(GMC) to be controller manager to handle GMC CRD |
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