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Gen AI RAG Chatbot Workshop is a hands-on learning session designed to guide participants through the process of building a cutting-edge Retrieval-Augmented Generation (RAG) chatbot from scratch. This workshop dives into key concepts and technologies, including:
Dependency Setup: Preparing the environment for chatbot development.
GROQ: Exploring query optimization techniques.
LangChain: Building conversational pipelines for LLMs.
PDF Parsing & Tokenizers: Extracting and processing textual data.
ChromaDB: Implementing vector-based storage for efficient retrieval.
Llama Models: Leveraging open-source models for natural language understanding.
Streamlit UI: Creating an intuitive and interactive chatbot interface.
By the end of the workshop, attendees will have a functional chatbot capable of retrieving accurate, context-aware information from a knowledge base and generating human-like responses. This session is perfect for developers, AI enthusiasts, and tech-savvy beginners eager to explore the capabilities of generative AI in practical applications.
Wednesday, October 2, 2024
10:00 PM – 11:00 PM (UTC)
10:00 PM | Day 3 |
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