LangChain: Prompt Templates & Output Parsers for Production AI скачать в хорошем качестве

LangChain: Prompt Templates & Output Parsers for Production AI

Stop hardcoding your prompts and start building professional AI applications. In this video, we explore two of the most critical features in LangChain: Prompt Templates and Output Parsers. We take you from the "blueprints" of a prompt to getting structured, usable data back from your LLM: What are Prompt Templates? Think of them as the "Mad Libs" for AI—learn how to create reusable blueprints with dynamic placeholders. 3 Essential Template Types: We break down Basic Templates, Chat Templates, and Few-Shot Learning to give your models the best possible context. The Magic of Output Parsers: Moving beyond simple text—learn how to use Pydantic models and Structured Output Parsers to get clean, reliable data for your apps. Building a Production Workflow: Watch us combine templates and parsers to build a real-world use case that's ready for deployment. Best Practices: Tips for building robust, dynamic, and efficient AI workflows. Whether you're building a data extraction tool, a complex chatbot, or an automated agent, mastering these two concepts is essential for any AI developer. #LangChain #PromptEngineering #OutputParsers #Python #AIAppDevelopment #LLM #GPT4 #MachineLearning #GenerativeAI