End-to-End RAG System Design
"End-to-End RAG System Design" is a ready-made prompt from the Zayenha Prompt library in Programming & Tech, written for claude-sonnet-4-7. It has a main prompt to copy into the model, built-in quality guards, and a verification prompt to run in a second window to review the answer. The full text needs the Plus plan; the description is open to all.
Design a complete RAG system from chunking and embedding to source-grounded generation, with quality evaluation and document security, without inventing embedding models or APIs.
Your current plan: free
Building a knowledge assistant over internal company documents, designing semantic search over a support article base, preparing a source-grounded Q&A system before actual development.
Built-in quality guards
No fabricated embedding models, vector stores, or unmeasured accuracy numbers
Document-level access control, leakage prevention, and PDPL compliance
Cover ingestion, embedding, retrieval, generation, and evaluation without truncation
Adherence to the seven-section structure, flow diagram, and generation prompt
Frequently asked questions
How do I use this prompt?
Copy the main prompt and paste it into claude-sonnet-4-7 or the model you use, replace what is in square brackets with your details, then run the verification prompt in a second window with the answer pasted in, and review it before relying on it.
Is this prompt free?
Its full text requires the Plus plan or higher. Free prompts you can copy at once without an account are on the ready-made Arabic prompts page.
Which model was this prompt written for?
It was written for claude-sonnet-4-7 and follows how that model works; you can run it on other models too, reviewing the result, since no single wording guarantees the best result on every model.