Guiding Chatbots / AI with Actions in NeMo Guardrails

Nvidia's 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 learn how to use actions within our flows for guiding our chatbots and even introducing fast agent-like decision making abilities for tools. 🌲 Article: https://www.pinecone.io/learn/nemo-guardrails-intro/ 📌 Code: https://github.com/pinecone-io/examples/blob/master/learn/generation/chatbots/nemo-guardrails/02-colang-actions.ipynb 🎖️ 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 and Actions 00:48 Guardrails Actions in Python 02:56 Creating and Registering Actions 04:47 Guardrails Async Errors #artificialintelligence #nlp #ai #chatbot