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There's no doubt that generative AI promises transformative potential, but practical implementation challenges hinder enterprise adoption.
This video provides a detailed walkthrough on creating a Gen AI-powered application to improve workforce productivity with Gathr’s Gen AI Fabric. We will build an intelligent user friendly chatbot, by harnessing all the existing enterprise data.
It delves into building a production-ready Gen AI application using the RAG framework, addressing challenges like hallucination in Language Models (LLMs) and seamlessly integrating domain-specific knowledge from external sources.
To construct the Gen AI application, we will take a two-phase approach. First, we will build the data engineering pipeline for fetching data from various sources, parsing it, generating embeddings, and finally ingesting it into the vector database. Second, we will develop an application UI that interacts with users, utilizing the vector database to provide answers alongside the LLM.
By the end of this session, you'll have a clear understanding of how to leverage Gathr's Gen AI Fabric to build Gen AI applications, enhancing workforce productivity using existing enterprise data.
To learn more about Gen AI Fabric, visit - www.gathr.one/gen-ai-fabric/
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