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Stefano Fiorucci PRO
anakin87
AI & ML interests
Contributing to Haystack LLM framework 🏗️. Language Models: orchestration, post-training, synthetic data...
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🛡️ AI Guardrails with Open Language Models - Tutorial
📓 https://haystack.deepset.ai/cookbook/safety_moderation_open_lms
How do you ensure your AI application is safe from harmful or inappropriate user inputs?
This is a core requirement for real-world AI deployments. Luckily, several open Language Models are built specifically for safety moderation.
I've been exploring them and put together a hands-on tutorial using the Haystack framework to build your own AI guardrails.
In the notebook, you'll learn how to use and customize:
🔹 Meta Llama Guard (via Hugging Face API)
🔹 IBM Granite Guardian (via Ollama), which can also evaluate RAG specific risk dimensions
🔹 Google ShieldGemma (via Ollama)
🔹 Nvidia NemoGuard models family, including a model for topic control
You'll also see how to integrate content moderation into a 🔎 RAG pipeline.
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