NVIDIA NeMo Guardrails: Full Walkthrough for Chatbots / AI

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Semantic Search Topic Vector Similarity Search Technique Vector Search Technique OpenAI Company ChatGPT Tool Retrieval Augmented Generation Technique LangChain Chatbot Use Case Chatbot Python Use Case Production AI Use Case GPT Agents Use Case NVIDIA NeMo Tool NVIDIA NeMo Guardrails Tool AI Applications Use Case Developers Audience
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NVIDIA NeMo Guardrails is a new library for building conversational AI / chatbots. A guardrail is a semi or fully deterministic shield that use against specific behaviors, conversation topics, or even to trigger particular actions (like calling to a human for help). We can use NeMo Guardrails for safety/topic guidance, deterministic dialogue, retrieval augmented generation (RAG), and conversational agents. In this video, we'll explore NeMo Guardrails and get started building with the library. 🌲 Article: https://www.pinecone.io/learn/nemo-guardrails-intro/ 📌 Code: https://github.com/pinecone-io/examples/tree/master/learn/generation/chatbots/nemo-guardrails 🎖️ Subscribe for Latest Articles and Videos: https://www.pinecone.io/newsletter-signup/ 👋🏼 AI Consulting: https://aurelio.ai 👾 Discord: https://discord.gg/c5QtDB9RAP Twitter: https://twitter.com/jamescalam LinkedIn: https://www.linkedin.com/in/jamescalam/ 00:00 Nvidia's NeMo Guardrails 02:16 How Typical Chatbots Work 05:54 Dialogue Flows 07:53 Code Intro to NeMo Guardrails 12:06 How Guardrails Works Under the Hood 14:33 NeMo Guardrails Chatbot in Python 18:28 Speaking with Guardrails Chatbot 19:50 Future NeMo Guardrails Content #artificialintelligence #nlp #ai #chatbot

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