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13 changes: 6 additions & 7 deletions README.md
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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.

## What's new?
- 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)]
- Experimental examples:
- [How to create a developer-focused RAG chatbot using RAPIDS cuDF](https://github.com/NVIDIA/GenerativeAIExamples/blob/v0.7.0/experimental/rag-developer-chatbot)
- [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)

## NVIDIA NGC

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.


## What's new?
- 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)]
- Experimental examples:
- [How to create a developer-focused RAG chatbot using RAPIDS cuDF](https://github.com/NVIDIA/GenerativeAIExamples/blob/v0.7.0/experimental/rag-developer-chatbot)
- [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)

- Refer to the [releases page](https://github.com/NVIDIA/GenerativeAIExamples/releases) for information about previous releases.

## Support, Feedback, and Contributing
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