AI Prompts

Curated AI prompts for data engineering, software engineering, and AI engineering.

62 prompts3 categories

RAG Retrieval Quality Auditor

AI Engineering

Audit a retrieval-augmented generation stack for recall, ranking, chunking, and silent misses so generator quality is not blamed for a retrieval failure.

ragretrieval+2

00

RAG vs Fine-Tune Decision Memo

AI Engineering

LLM

Write a decision memo among prompting, RAG, and fine-tuning with data needs, ops cost, and a reversal path instead of a default to fine-tune.

ragfine-tuning+2

00

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RAG Retrieval Quality Auditor

AI Engineering

LLM

Audit a retrieval-augmented generation stack for recall, ranking, chunking, and silent misses so generator quality is not blamed for a retrieval failure.

ragretrieval+2

00

RAG vs Fine-Tune Decision Memo

AI Engineering

LLM

Write a decision memo among prompting, RAG, and fine-tuning with data needs, ops cost, and a reversal path instead of a default to fine-tune.

ragfine-tuning+2

00