DevOps Webinar

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Free DevOps Webinars
Edureka's DevOps webinars will help you learn various DevOps concepts and tools including Git, Jenkins, Docker, Ansible, Puppet, Kubernetes, and Nagios. These DevOps sessions have hands-on and are designed in a way to help you understand the core concepts better.

Description

Learn how to build an intelligent Document Q&A Chatbot using RAG (Retrieval-Augmented Generation), ChromaDB, and LLaMA 3. In this hands-on LIVE session, you’ll upload PDFs, create embeddings, store them in a vector database, and build a complete retrieval pipeline to answer questions from documents accurately. Watch a LIVE comparison of Retrieval vs Hallucination and understand how RAG improves AI response quality in real-world applications. 🔥 What you’ll learn: • RAG vs Fine-Tuning —

Agenda

  • • RAG vs fine-tuning: when to use what
  • • Chunking strategies & embedding models
  • • Vector DB setup with ChromaDB / Pinecone
  • • Retrieval pipeline: end-to-end build
  • • RAGAS evaluation metrics
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