ChatGPT enhances UI/UX efficiency by 30% by simplifying AI interaction, transforming coding and creative tasks. Jerry Liu's talk demystifies AI's progress, exploring multimodal models, RAG systems, and their impact on data interaction: https://
youtu.be/kZxl4gpe3OM
PROMPT ENGINEERING
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ChatGPT UI/UX Efficiency and AI Progress with Jerry Liu
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Tooling and Storage: Essential Tech Stack for LLM Management
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Jerry emphasizes the importance of tooling and storage for large dataset management in AI, particularly LLMs. Tech stack knowledge is crucial for prompt retrieval, fine-tuning, and effective LLM use.
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Prompt Engineering: Balancing Simplicity and Enterprise Utility in RAG
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@jerryjliu0 highlights prompt engineering, which is integral to AI development and RAG systems, balancing setup simplicity with application utility in enterprises.
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Tree of Thoughts Prompting Improves Generative AI Results
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Tree Of Thoughts Prompting For Better #GenerativeAI Results. Google DeepMind researchers published a new approach to prompting called Tree of Thoughts that outperforms other prompting methods https://
searchenginejournal.com/tree-of-though
ts-prompting-for-better-generative-ai-results/504797/?utm_source=twitter&utm_medium=social&utm_campaign=share-back-traffic
… via @martinibuster
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GPT-4 Empowers Non-Programmers to Build Apps Progressively
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GPT-4 for empowering non-programmers to build apps and gradually teach them to be full-fledged programmers:
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Can LLMs Replace Data Analysts Using Custom SQL Agents
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Can LLMs Replace Data Analysts? Getting Answers Using SQL This is an involved *31 minute read* on how to create a custom data science agent by Mariya Mansurova A great read for custom tools and custom agents (almost all production agents are custom) https://
towardsdatascience.com/can-llms-repla
ce-data-analysts-getting-answers-using-sql-8cf7da132259
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Build Full-Stack RAG App with TypeScript Tutorial
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Build a Full-Stack RAG App with TypeScript In our newest YouTube tutorial, @BraceSproul walks through how to build a RAG app from scratch This covers prompting, API server, databases, web client application and more By the end of this video, you’ll have a complete
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Advanced Prompting Skills and Model Tuning for Real-World Projects
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The guide highlights the growing need for prompting skills, introduces advanced model tuning, and recommends creating projects or using shared knowledge for real-world skill development.
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Mastering LLMs Through Practice: User-Friendly Tools for All Levels
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The guide highlights practice as key to mastering LLMs, detailing user-friendly tools and progression for all levels. It affirms expertise is achievable through dedication without major spending.
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Complete LLM Learning Guide: Resources for Beginners
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Exploring LLMs can be complex; my guide simplifies learning this field for beginners. In 2023, mastering LLMs involves various skillsets. Here's my up-to-date list of resources including videos, articles, books, free courses to simplify LLMs and support diverse learning methods.