Hands-On Large Language Models | Chapter 7: Advanced Text Generation Techniques

In this video, we scale our production AI engineering with Chapter 7: Advanced Text Generation Techniques and Tools from the book Hands-On Large Language Models. A single prompt is excellent for simple, self-contained tasks. But the moment you need to route inputs, preserve chat state, validate completions, or combine multiple operational steps, a single prompt completely breaks down. That is where LLM orchestration comes in—shifting your architecture from independent prompts to structured, reusable systems. This video covers the core layers of workflow orchestration, comparing predictable chains, stateful memory trackers, and flexible runtime agents using LangChain. 💻 Download the Source Code & Read the Articles Here: https://onepagecode.substack.com/ 📘 Buy the Entire Book – Available on Amazon Worldwide (If you are a paid subscriber, use the URL at the end of the Substack article to download the book for free!) You can now purchase the complete book directly from Amazon in your country: 🇺🇸 United States (US): https://kdp.amazon.com/amazon-dp-action/us/dualbookshelf.marketplacelink/B0H6WZJ57S 🇬🇧 United Kingdom (UK): https://kdp.amazon.com/amazon-dp-action/uk/dualbookshelf.marketplacelink/B0H6WZJ57S 🇩🇪 Germany (DE): https://kdp.amazon.com/amazon-dp-action/de/dualbookshelf.marketplacelink/B0H6WZJ57S 🇫🇷 France (FR): https://kdp.amazon.com/amazon-dp-action/fr/dualbookshelf.marketplacelink/B0H6WZJ57S 🇪🇸 Spain (ES): https://kdp.amazon.com/amazon-dp-action/es/dualbookshelf.marketplacelink/B0H6WZJ57S 🇮🇹 Italy (IT): https://kdp.amazon.com/amazon-dp-action/it/dualbookshelf.marketplacelink/B0H6WZJ57S 🇳🇱 Netherlands (NL): https://kdp.amazon.com/amazon-dp-action/nl/dualbookshelf.marketplacelink/B0H6WZJ57S 🇯🇵 Japan (JP): https://kdp.amazon.com/amazon-dp-action/jp/dualbookshelf.marketplacelink/B0H6WZJ57S 🇧🇷 Brazil (BR): https://kdp.amazon.com/amazon-dp-action/br/dualbookshelf.marketplacelink/B0H6WZJ57S 🇨🇦 Canada (CA): https://kdp.amazon.com/amaz