## GenAI Examples All the examples are well-validated on Intel platforms. In addition, these examples are: - Easy to use. Use ecosystem-compliant APIs to build the end-to-end GenAI examples - Easy to customize. Customize the example using different framework, LLM, embedding, serving etc. - Easy to deploy. Deploy the GenAI examples with performance on Intel platforms > **Note**: > The below support matrix gives the validated configurations. Feel free to customize per your needs. ### ChatQnA [ChatQnA](./ChatQnA/README.md) is an example of chatbot for question and answering through retrieval argumented generation (RAG).

Framework	LLM	Embedding	Vector Database	Serving	HW	Description
LangChain/LlamaIndex	NeuralChat-7B	BGE-Base	Redis	TGI TEI	Xeon/Gaudi2/GPU	Chatbot
LangChain/LlamaIndex	NeuralChat-7B	BGE-Base	Chroma	TGI TEI	Xeon/Gaudi2	Chatbot
LangChain/LlamaIndex	Mistral-7B	BGE-Base	Redis	TGI TEI	Xeon/Gaudi2	Chatbot
LangChain/LlamaIndex	Mistral-7B	BGE-Base	Qdrant	TGI TEI	Xeon/Gaudi2	Chatbot
LangChain/LlamaIndex	Qwen2-7B	BGE-Base	Redis	TEI	Xeon/Gaudi2	Chatbot

### CodeGen [CodeGen](./CodeGen/README.md) is an example of copilot designed for code generation in Visual Studio Code.

Framework	LLM	Serving	HW	Description
LangChain/LlamaIndex	meta-llama/CodeLlama-7b-hf	TGI	Xeon/Gaudi2	Copilot

### CodeTrans [CodeTrans](./CodeTrans/README.md) is an example of chatbot for converting code written in one programming language to another programming language while maintaining the same functionality.

Framework	LLM	Serving	HW	Description
LangChain/LlamaIndex	HuggingFaceH4/mistral-7b-grok	TGI	Xeon/Gaudi2	Code Translation

### DocSum [DocSum](./DocSum/README.md) is an example of chatbot for summarizing the content of documents or reports.

Framework	LLM	Serving	HW	Description
LangChain/LlamaIndex	NeuralChat-7B	TGI	Xeon/Gaudi2	Chatbot
LangChain/LlamaIndex	Mistral-7B	TGI	Xeon/Gaudi2	Chatbot

### Language Translation [Language Translation](./Translation/README.md) is an example of chatbot for converting a source-language text to an equivalent target-language text.

Framework	LLM	Serving	HW	Description
LangChain/LlamaIndex	haoranxu/ALMA-13B	TGI	Xeon/Gaudi2	Language Translation

### SearchQnA [SearchQnA](./SearchQnA/README.md) is an example of chatbot for using search engine to enhance QA quality.

Framework	LLM	Serving	HW	Description
LangChain/LlamaIndex	NeuralChat-7B	TGI	Xeon/Gaudi2	Chatbot
LangChain/LlamaIndex	Mistral-7B	TGI	Xeon/Gaudi2	Chatbot

### VisualQnA [VisualQnA](./VisualQnA/README.md) is an example of chatbot for question and answering based on the images.

Framework	LLM	Serving	HW	Description
LangChain/LlamaIndex	LLaVA-1.5-7B	TGI	Gaudi2	Chatbot

> **_NOTE:_** The `Language Translation`, `SearchQnA`, `VisualQnA` and other use cases not listing here are in active development. The code structure of these use cases are subject to change. ## Additional Content - [Code of Conduct](https://github.com/opea-project/docs/tree/main/community/CODE_OF_CONDUCT.md) - [Contribution](https://github.com/opea-project/docs/tree/main/community/CONTRIBUTING.md) - [Security Policy](https://github.com/opea-project/docs/tree/main/community/SECURITY.md) - [Legal Information](/LEGAL_INFORMATION.md)