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This document introduces the supported examples of GenAIExamples. The supported Vector Database, LLM models, serving frameworks and hardwares are listed as below.
## ChatQnA
[ChatQnA](./ChatQnA/README.md) is an example of chatbot for question and answering through retrieval augmented generation (RAG).
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+| Framework | LLM | Embedding | Vector Database | Serving | HW | Description |
+| ------------------------------------------------------------------------------ | ----------------------------------------------------------------- | --------------------------------------------------- | ------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------- | --------------- | ----------- |
+| [LangChain](https://www.langchain.com)/[LlamaIndex](https://www.llamaindex.ai) | [NeuralChat-7B](https://huggingface.co/Intel/neural-chat-7b-v3-3) | [BGE-Base](https://huggingface.co/BAAI/bge-base-en) | [Redis](https://redis.io/) | [TGI](https://github.com/huggingface/text-generation-inference) [TEI](https://github.com/huggingface/text-embeddings-inference) | Xeon/Gaudi2/GPU | Chatbot |
+| [LangChain](https://www.langchain.com)/[LlamaIndex](https://www.llamaindex.ai) | [NeuralChat-7B](https://huggingface.co/Intel/neural-chat-7b-v3-3) | [BGE-Base](https://huggingface.co/BAAI/bge-base-en) | [Chroma](https://www.trychroma.com/) | [TGI](https://github.com/huggingface/text-generation-inference) [TEI](https://github.com/huggingface/text-embeddings-inference) | Xeon/Gaudi2 | Chatbot |
+| [LangChain](https://www.langchain.com)/[LlamaIndex](https://www.llamaindex.ai) | [Mistral-7B](https://huggingface.co/mistralai/Mistral-7B-v0.1) | [BGE-Base](https://huggingface.co/BAAI/bge-base-en) | [Redis](https://redis.io/) | [TGI](https://github.com/huggingface/text-generation-inference) [TEI](https://github.com/huggingface/text-embeddings-inference) | Xeon/Gaudi2 | Chatbot |
+| [LangChain](https://www.langchain.com)/[LlamaIndex](https://www.llamaindex.ai) | [Mistral-7B](https://huggingface.co/mistralai/Mistral-7B-v0.1) | [BGE-Base](https://huggingface.co/BAAI/bge-base-en) | [Qdrant](https://qdrant.tech/) | [TGI](https://github.com/huggingface/text-generation-inference) [TEI](https://github.com/huggingface/text-embeddings-inference) | Xeon/Gaudi2 | Chatbot |
+| [LangChain](https://www.langchain.com)/[LlamaIndex](https://www.llamaindex.ai) | [Qwen2-7B](https://huggingface.co/Qwen/Qwen2-7B) | [BGE-Base](https://huggingface.co/BAAI/bge-base-en) | [Redis](https://redis.io/) | [TEI](https://github.com/huggingface/text-embeddings-inference) | Xeon/Gaudi2 | Chatbot |
### CodeGen
[CodeGen](./CodeGen/README.md) is an example of copilot designed for code generation in Visual Studio Code.
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+| Framework | LLM | Serving | HW | Description |
+| ------------------------------------------------------------------------------ | ------------------------------------------------------------------------------- | --------------------------------------------------------------- | ----------- | ----------- |
+| [LangChain](https://www.langchain.com)/[LlamaIndex](https://www.llamaindex.ai) | [meta-llama/CodeLlama-7b-hf](https://huggingface.co/meta-llama/CodeLlama-7b-hf) | [TGI](https://github.com/huggingface/text-generation-inference) | 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.
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+| Framework | LLM | Serving | HW | Description |
+| ------------------------------------------------------------------------------ | ------------------------------------------------------------------------------------- | --------------------------------------------------------------- | ----------- | ---------------- |
+| [LangChain](https://www.langchain.com)/[LlamaIndex](https://www.llamaindex.ai) | [HuggingFaceH4/mistral-7b-grok](https://huggingface.co/HuggingFaceH4/mistral-7b-grok) | [TGI](https://github.com/huggingface/text-generation-inference) | Xeon/Gaudi2 | Code Translation |
### DocSum
[DocSum](./DocSum/README.md) is an example of chatbot for summarizing the content of documents or reports.
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+| Framework | LLM | Serving | HW | Description |
+| ------------------------------------------------------------------------------ | ----------------------------------------------------------------- | --------------------------------------------------------------- | ----------- | ----------- |
+| [LangChain](https://www.langchain.com)/[LlamaIndex](https://www.llamaindex.ai) | [NeuralChat-7B](https://huggingface.co/Intel/neural-chat-7b-v3-3) | [TGI](https://github.com/huggingface/text-generation-inference) | Xeon/Gaudi2 | Chatbot |
+| [LangChain](https://www.langchain.com)/[LlamaIndex](https://www.llamaindex.ai) | [Mistral-7B](https://huggingface.co/mistralai/Mistral-7B-v0.1) | [TGI](https://github.com/huggingface/text-generation-inference) | 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.
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+| Framework | LLM | Serving | HW | Description |
+| ------------------------------------------------------------------------------ | ------------------------------------------------------------- | --------------------------------------------------------------- | ----------- | -------------------- |
+| [LangChain](https://www.langchain.com)/[LlamaIndex](https://www.llamaindex.ai) | [haoranxu/ALMA-13B](https://huggingface.co/haoranxu/ALMA-13B) | [TGI](https://github.com/huggingface/text-generation-inference) | Xeon/Gaudi2 | Language Translation |
### SearchQnA
[SearchQnA](./SearchQnA/README.md) is an example of chatbot for using search engine to enhance QA quality.
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+| Framework | LLM | Serving | HW | Description |
+| ------------------------------------------------------------------------------ | ----------------------------------------------------------------- | --------------------------------------------------------------- | ----------- | ----------- |
+| [LangChain](https://www.langchain.com)/[LlamaIndex](https://www.llamaindex.ai) | [NeuralChat-7B](https://huggingface.co/Intel/neural-chat-7b-v3-3) | [TGI](https://github.com/huggingface/text-generation-inference) | Xeon/Gaudi2 | Chatbot |
+| [LangChain](https://www.langchain.com)/[LlamaIndex](https://www.llamaindex.ai) | [Mistral-7B](https://huggingface.co/mistralai/Mistral-7B-v0.1) | [TGI](https://github.com/huggingface/text-generation-inference) | Xeon/Gaudi2 | Chatbot |
### VisualQnA
[VisualQnA](./VisualQnA/README.md) is an example of chatbot for question and answering based on the images.
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- LLM |
- HW |
- Description |
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- LLaVA-1.5-7B |
- Gaudi2 |
- Chatbot |
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+| LLM | HW | Description |
+| --------------------------------------------------------------- | ------ | ----------- |
+| [LLaVA-1.5-7B](https://huggingface.co/llava-hf/llava-1.5-7b-hf) | 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.