Prompt Engineering
by Lilian Weng
Dense, research-backed survey of prompting methods with citations.
This survey links prompting approaches to the research behind them. Readers can use it to compare assumptions and follow the citations when a technique deserves closer investigation.
- Level
- Advanced
- Models
- any
- Category
- Prompting
- Tags
- survey
- Source date
- 2023-03-15
- Added
- 2026-10-18
- Last verified
- 2026-10-18
- Status
- ok
- Prerequisites
- Requires implementation experience or critical reading of technical methods and system trade-offs.
- Subcategory
- prompting fundamentals
- Region
- West
- Original language
- en
- Access
- free
- Resource reuse
- closed: No general open-reuse grant established from the inspected page. Closed is the conservative index bucket, not a legal finding; the resource is publicly readable. Facet definitions
Summary in our own words. Rights remain with the original creator. Credit and correction policy.