生成AI×自社データ RAGプロジェクトの成否を分けるポイントとは？～WEEL田村さんに聞くRAG開発のコツ

We present a digest and commentary of WEEL's Tamura's talk at the Generative AI Summit held on April 9, 2024! ■Summary The impact of combining in-house data with generative AI is enormous. By using RAG, a methodology that connects data and generative AI, the possibilities of generative AI are dramatically expanded, including improved operational efficiency and the creation of new businesses. In this presentation, we will explore the potential of in-house data with generative AI together with moderator Ikeda, touching on what RAG can do, key points for applying it to business, and actual examples. ■Tamura Hiroki (General Manager, Generative AI Business Division, WEEL Inc.) WEEL Inc. is a company committed to transparent and appropriate information dissemination and development for all those involved with AI. We operate our business with transparency, so that our customers will trust us to provide them with the most down-to-earth AI information. X (Twitter): /tamtam_weel Web: https://weel.co.jp/ ▼WEEL's Company Profile https://weel.co.jp/ ▼WEEL Tamura's X /tamtam_weel 00:00 Intro 01:19 Cases where RAG succeeds/fails 05:01 Tips for RAG Implementation 06:47 What RAG can do 08:34 Is RAG necessary in the era of massive context? 13:59 Announcement 16:12 Outro ※First published: April 24, 2024 -Announcement-- ▼Official LINE is here! Please register! https://lin.ee/JtDTqN3 ▼Operating company (Workstyle Evolution) here https://workstyle-evolution.co.jp/ ▼Tomohiro Ikeda's Twitter   / pop_ikeda   ▼Main Channel - Over 100,000 subscribers! https://www.youtube.com/@iketomo-ch/v... ▼Sub-Channel - Tomohiro Ikeda's Remote Work Techniques    / @iketomo_work   ▽Subscribe to this channel (Generative AI Business Institute) here    / @iketomo-gai-lab   ■About this channel (Remote Work Institute) We will deliver the most practical and useful information in Japan about using generative AI in business! ・Generative AI utilization techniques ・Exclusive interviews with leading generative AI developers ・In-company generative AI deployment know-how ・Research and paper commentary on generative AI And more!