Gemma_RAG Demo

[yuvrajpant56]

🚀 Pull Request: Gemma_RAG Demo

📄 Summary

This PR adds a new example notebook titled Gemma_RAG.ipynb demonstrating Retrieval-Augmented Generation (RAG) with the Gemma model family.

✅ What's Included

• Gemma_RAG.ipynb: A full RAG pipeline using SentenceTransformers + FAISS for document retrieval and Gemma for generation
• README.md update with usage instructions and example
• Light preprocessing, inference, and interactive querying

🎯 Purpose

To provide a practical, reproducible demo of how Gemma models can be used in real-world RAG workflows — useful for chatbots, document Q&A, and summarization.

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🙏 Acknowledgement

This contribution is aligned with the community guidelines under feature/gemma-rag-demo branch.

Looking forward to feedback from maintainers and the community!

[yuvrajpant56]

Hi @sergiopaniego, I have create the pull request for the issue #6
let me know what the next step is.. thank you