---
id: "/tags/survey/"
title: "Survey"
creator: null
url: "https://skillissue.dev/tags/survey/"
level: null
category: null
models: null
source_date: null
date_added: null
---

# Survey

[Beginner](/levels/beginner/index.md) [Intermediate](/levels/intermediate/index.md) [Advanced](/levels/advanced/index.md) [Expert](/levels/expert/index.md)

3 resources

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### [LLM Powered Autonomous Agents](/e/lilianweng-llm-powered-autonomous-agents/index.md)

by [Lilian Weng](https://lilianweng.github.io/posts/2023-06-23-agent/)

Classic overview of planning, memory and tool use in agents.

Intermediate · any · 2023-06-23

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### [Prompt Engineering](/e/lilianweng-prompt-engineering/index.md)

by [Lilian Weng](https://lilianweng.github.io/posts/2023-03-15-prompt-engineering/)

Dense, research-backed survey of prompting methods with citations.

Advanced · any · 2023-03-15

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### [The Prompt Report: A Systematic Survey of Prompt Engineering Techniques](/e/schulhoff-the-prompt-report/index.md)

by [Sander Schulhoff et al.](https://arxiv.org/abs/2406.06608)

A broad research taxonomy for comparing prompting techniques and finding their sources.

Advanced · any · 2024-06-06