Prompt Engineering Techniques Prompt Engineering Tools

There are 19 prompt engineering techniques tools tracked. The highest-rated is meta-prompting/meta-prompting at 49/100 with 286 stars.

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# Tool Score Tier
1 meta-prompting/meta-prompting

Official implementation of Meta Prompting for AI Systems...

49
Emerging
2 auniquesun/Point-PRC

[NeurIPS 2024] Official implementation of the paper "Point-PRC: A Prompt...

47
Emerging
3 slashrebootofficial/simulated-metacognition-in-open-source-llms

This repository archives artifacts (prompts, configs, logs, and scripts)...

36
Emerging
4 UKPLab/emnlp2024-code-prompting

Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs. EMNLP 2024

35
Emerging
5 egmaminta/GEPA-Lite

A lightweight implementation of the GEPA (Genetic-Pareto) prompt...

34
Emerging
6 Techolution/LazyLM

A prompting framework for getting foundational models to “lazily” evaluate...

33
Emerging
7 MikeWangWZHL/Solo-Performance-Prompting

Repo for paper "Unleashing Cognitive Synergy in Large Language Models: A...

33
Emerging
8 k-randl/conformal_prompting

Implementation of the paper "CICLe: Conformal In-Context Learning for...

31
Emerging
9 mukhal/PromptRank

[ACL 2023] Few-shot Reranking for Multi-hop QA via Language Model Prompting

31
Emerging
10 jxzhangjhu/Awesome-LLM-Prompt-Optimization

Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt...

29
Experimental
11 seonghyeonye/TAPP

[AAAI 2024] Investigating the Effectiveness of Task-Agnostic Prefix Prompt...

29
Experimental
12 av/klmbr

klmbr - a prompt pre-processing technique to break through the barrier of...

29
Experimental
13 ga642381/SpeechPrompt

**Interspeech 2022** 《SpeechPrompt: An Exploration of Prompt Tuning on...

28
Experimental
14 Chen-Yang-Liu/PromptCC

[IEEE TGRS 2023 🔥] A Decoupling Paradigm With Prompt Learning for Remote...

25
Experimental
15 ga642381/SpeechGen

《SpeechGen: Unlocking the Generative Power of Speech Language Models with Prompts》

25
Experimental
16 anderl80/prompt-flow-spam-or-ham

Minimal Prompt Flow Spam or Ham classificator and evaluation example.

21
Experimental
17 blib-la/lingo

Amplifying LLMs with a versatile, extensible pseudo language for precise and...

20
Experimental
18 thunderous77/GLaPE

Official implementation for "GLaPE: Gold Label-agnostic Prompt Evaluation...

20
Experimental
19 intellectronica/generative-learning

Using a reasoning LLM to learn a prompt from data

20
Experimental