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Automation Recipes

Quick, practical patterns for common automation and AI integration challenges

Beginner 5 steps

Evaluating RAG Answers with Simple Heuristics

Quick techniques to validate RAG system outputs without expensive LLM-as-judge approaches

TOOLS

Python NLTK Sentence Transformers

TAGS

RAG LLM Evaluation
Intermediate 5 steps

Defensive Prompt Templates for Production

Copy-paste prompt templates with built-in error handling, validation, and safety measures

TOOLS

OpenAI Anthropic LangChain

TAGS

LLM Prompts Production
Intermediate 5 steps

Human-in-the-Loop Approvals in n8n

Implement approval workflows where humans review and approve AI-generated content before it goes live

TOOLS

n8n Slack Airtable

TAGS

Automation Workflows AI