Retrieval, rerankers, and RAG tips and tricks | Data Brew | Episode 39

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Young and Profiting with Hala Taha (Entrepreneurship, Sales, Marketing)

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Mel Robbins: The Let Them Theory, Build a Business and Life on Your Terms | Human Behavior | E329 1:16:55

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On her son’s prom night, Mel Robbins fussed over details that didn’t matter. Her daughter grabbed her arm and said, “Let them. Let them run in the rain. Let them eat where they want. Let them.” Those two simple words hit Mel like a ton of bricks and completely changed how she thinks about control. In this episode, Mel shares some of the pivotal moments that shaped her career, her innovative strategies for overcoming adversity, and how the Let Them Theory can help you navigate business challenges, strengthen relationships, and unlock your true power. In this episode, Hala and Mel will discuss: (00:00) Introduction (02:57) The Power of Action (04:22) Mel's Unforgettable TED Talk Debut (07:00) The 5 Second Rule (07:52) Building Unshakable Confidence (12:04) Turning Adversity into Strength (22:00) The Power of Showing Up for Others (30:40) Why Details Matter in Business (42:32) Understanding the Let Them Theory (51:14) The Let Them Theory in Business Mel Robbins is a motivational speaker, the host of The Mel Robbins Podcast, and a bestselling author of several influential books, including her latest, The Let Them Theory. Known for her groundbreaking 5 Second Rule, she has helped millions of people take action and transform their lives. With 30 million views, her TEDx talk made her a recognized voice in behavior change. Mel is also the CEO of 143 Studios, a female-driven media company creating award-winning content for top brands like LinkedIn and Audible. She is a Forbes 50 Over 50 Honoree and one of USA Today’s Top 5 Mindset Coaches. Resources Mentioned: Mel’s Books: The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About : https://amzn.to/4h6quLh The 5 Second Rule: Transform your Life, Work, and Confidence with Everyday Courage : https://amzn.to/3WdAgTX Sponsored By: OpenPhone - Get 20% off 6 months at https://www.openphone.com/PROFITING Shopify - Sign up for a one-dollar-per-month trial period at https://www.youngandprofiting.co/shopify Airbnb - Your home might be worth more than you think. Find out how much at https://www.airbnb.com/host Rocket Money - Cancel your unwanted subscriptions and reach your financial goals faster with Rocket Money. Go to https://www.rocketmoney.com/profiting Indeed - Get a $75 job credit at indeed.com/profiting Active Deals - youngandprofiting.com/deals Key YAP Links Reviews - ratethispodcast.com/yap Youtube - youtube.com/c/YoungandProfiting LinkedIn - linkedin.com/in/htaha/ Instagram - instagram.com/yapwithhala/ Social + Podcast Services : yapmedia.com Transcripts - youngandprofiting.com/episodes-new All Show Keywords: Entrepreneurship, entrepreneurship podcast, Business, Business podcast, Self Improvement, Self-Improvement, Personal development, Starting a business, Strategy, Investing, Sales, Selling, Psychology, Productivity, Entrepreneurs, AI, Artificial Intelligence, Technology, Marketing, Negotiation, Money, Finance, Side hustle, Startup, mental health, Career, Leadership, Mindset, Health, Growth mindset. Career, Success, Entrepreneurship, Productivity, Careers, Startup, Entrepreneurs, Business Ideas, Growth Hacks, Career Development, Money Management, Opportunities, Professionals, Workplace, Career podcast, Entrepreneurship podcast…

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In this episode, Andrew Drozdov, Research Scientist at Databricks, explores how Retrieval Augmented Generation (RAG) enhances AI models by integrating retrieval capabilities for improved response accuracy and relevance.
Highlights include:
- Addressing LLM limitations by injecting relevant external information.
- Optimizing document chunking, embedding, and query generation for RAG.
- Improving retrieval systems with embeddings and fine-tuning techniques.
- Enhancing search results using re-rankers and retrieval diagnostics.
- Applying RAG strategies in enterprise AI for domain-specific improvements.

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