Generative AI Examples

This project provides a collective list of Generative AI (GenAI) and Retrieval-Augmented Generation (RAG) examples such as chatbot with question and answering (ChatQnA), code generation (CodeGen), document summary (DocSum), etc.

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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 is an example of chatbot for question and answering through retrieval argumented generation (RAG).

Framework	LLM	Embedding	Vector Database	Serving	HW	Description
LangChain	NeuralChat-7B	BGE-Base	Redis	TGI-Habana	Gaudi2	Chatbot
LangChain	NeuralChat-7B	BGE-Base	Chroma	TGI-Habana	Gaudi2	Chatbot
LangChain	Mistral-7B	BGE-Base	Redis	TGI-Habana	Gaudi2	Chatbot

CodeGen

CodeGen is an example of copilot designed for code generation in Visual Studio Code.

Framework	LLM	Serving	HW	Description
LangChain	Deepseek-Coder-33B	TGI-Habana	Gaudi2	Copilot

DocSum

DocSum is an example of chatbot for summarizing the content of documents or reports.

Framework	LLM	Serving	HW	Description
LangChain	NeuralChat-7B	TGI-Habana	Gaudi2	Chatbot
LangChain	Mistral-7B	TGI-Habana	Gaudi2	Chatbot

SearchQnA

SearchQnA is an example of chatbot for using search engine to enhance QA quality.

Framework	LLM	Serving	HW	Description
LangChain	NeuralChat-7B	TGI-Habana	Gaudi2	Chatbot
LangChain	Mistral-7B	TGI-Habana	Gaudi2	Chatbot

VisualQnA

VisualQnA is an example of chatbot for question and answering based on the images.

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

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