Building Private RAG and AI Agents on Your Data
Results of New TDWI Best Practices Research
Webinar Speaker: Fern Halper, TDWI VP Research, Senior Research Director for Advanced Analytics
Date: Wednesday, December 11, 2024
Time: 12:00 p.m. PT / 3:00 p.m. ET
Organizations are increasingly building generative AI applications that utilize their own internal data. A common starting point TDWI often sees is using AI to extract insights from company documents, whether it’s analyzing call center notes to identify customer issues or helping life science researchers synthesize findings across research papers.
However, traditional keyword-based storage systems make it challenging to effectively search and analyze this content. Trust and accuracy are other issues. Private retrieval-augmented generation (RAG) technology brings the context to generative AI by pulling specific information from large amounts of unstructured, private data. Private RAG modernizes traditional search stacks, optimizing data retrieval for large language models (LLMs) and natural language queries. By retrieving the most relevant data, private RAG enhances the accuracy and depth of responses, providing users with insights that are contextually appropriate and grounded in research and facts.
Join this TDWI webinar with experts from you.com and Databricks to learn more about building private RAG and AI agents. Topics include:
- The current state of generative AI utilizing private company data
- How private RAG can help organizations gain better insights from their data
- Building AI agents that utilize private RAG
- The Databricks and You.com partnership and how it helps building private RAG
Date: December 11, 2024
Time: 12:00 pm PT
Fern Halper, Ph.D.