RAG Pipeline Design

planningChallengeOctober 26, 2025

Prompt Content

Design the RAG pipeline that your Content Researcher agent will leverage. Detail the complete process from ingesting publisher content (e.g., Markdown, HTML articles) into a chosen vector database to retrieving the most relevant chunks based on a given user query. Explain how embedding models will be selected and managed for optimal retrieval.

Usage Tips

Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)

Customize placeholder values with your specific requirements and context

For best results, provide clear examples and test different variations