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State-of-the-art Generative AI examples that are easy to deploy, test, and extend. All examples run on the high performance NVIDIA CUDA-X software stack and NVIDIA GPUs.
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## What's new?
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- Tips for Building a RAG Pipeline with NVIDIA AI LangChain AI Endpoints by Amit Bleiweiss. [[Blog](https://developer.nvidia.com/blog/tips-for-building-a-rag-pipeline-with-nvidia-ai-langchain-ai-endpoints/), [notebook](https://github.com/NVIDIA/GenerativeAIExamples/blob/v0.7.0/notebooks/08_RAG_Langchain_with_Local_NIM.ipynb)]
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- Experimental examples:
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-[How to create a developer-focused RAG chatbot using RAPIDS cuDF](https://github.com/NVIDIA/GenerativeAIExamples/blob/v0.7.0/experimental/rag-developer-chatbot)
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-[NVIDIA Morpheus, NIMs, and RAG pipelines integrated to create LLM-based agent pipelines](https://github.com/NVIDIA/GenerativeAIExamples/blob/v0.7.0/experimental/event-driven-rag-cve-analysis)
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## NVIDIA NGC
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Generative AI Examples can use models and GPUs from the [NVIDIA API Catalog](https://catalog.ngc.nvidia.com).
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-[Hybrid RAG Project on AI Workbench](https://github.com/NVIDIA/workbench-example-hybrid-rag): Run an NVIDIA AI Workbench example project for RAG.
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## What's new?
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- Tips for Building a RAG Pipeline with NVIDIA AI LangChain AI Endpoints by Amit Bleiweiss. [[Blog](https://developer.nvidia.com/blog/tips-for-building-a-rag-pipeline-with-nvidia-ai-langchain-ai-endpoints/), [notebook](https://github.com/NVIDIA/GenerativeAIExamples/blob/v0.7.0/notebooks/08_RAG_Langchain_with_Local_NIM.ipynb)]
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- Experimental examples:
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-[How to create a developer-focused RAG chatbot using RAPIDS cuDF](https://github.com/NVIDIA/GenerativeAIExamples/blob/v0.7.0/experimental/rag-developer-chatbot)
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-[NVIDIA Morpheus, NIMs, and RAG pipelines integrated to create LLM-based agent pipelines](https://github.com/NVIDIA/GenerativeAIExamples/blob/v0.7.0/experimental/event-driven-rag-cve-analysis)
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- Refer to the [releases page](https://github.com/NVIDIA/GenerativeAIExamples/releases) for information about previous releases.
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