#Prompting
Showing 58 of 58 repositories tagged #prompting, ranked by stars
22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.
The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research
[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models
Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"
[ECCV 2024 Oral] DriveLM: Driving with Graph Visual Question Answering
Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach.
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.
parrot.nvim π¦ - the plugin that brings stochastic parrots to Neovim.
AgentLab: An open-source framework for developing, testing, and benchmarking web agents on diverse tasks, designed for scalability and reproducibility.
Instruction-based prompts for generating and classifying text.
[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.
builder prompts which can be sent to builders like cursor, bolt.diy, bolt.new, trae, project idx, lovable.dev, llmacoder, geminicoder, windsurf, deepseek-artifact, cline, aider etc
Automatic Prompt Optimization Framework
Modular Prompting IDE - A lightweight web app allowing developers to componentize their prompt library for better, faster prompts.
Open Source Prompt Manager for ChatGPT, Supports any website & some cool features!
Context Engineering: Build Consistent, Accurate, Predictable AI Systems
[NeurIPS 2024] MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems
This is a practical guide on how to optimize ChatGPT prompts for programming. Here, I aimed to provide tips and techniques to help developers optimize their chatgpt prompts to avoid common problems and improve their code generation experience. .
A desktop application for comparing outputs from different Large Language Models (LLMs).
AI-powered project management framework based on an opinionated view on effective prompts and a highly modular approach to building effective agents, workflows, templates, prompts and context documents.
A zero-dependency prompt manager/catalog/library in a single HTML file. Everything is stored locally in your browser. Meow. πΌ
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Python library for the instruction and reliable validation of structured outputs (JSON) of Large Language Models (LLMs) with Ollama and Pydantic. -> Deterministic work with LLMs.
[NeurIPS 2023 Main Track] This is the repository for the paper titled "Donβt Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner"
A prompt injection game to collect data for robust ML research
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A pi extension that suggests the user's likely next prompt.
π¬ Prompt Engineering: Patterns and Techniques
Finding semantically meaningful and accurate prompts.
promt collection for special use case, tested on chatGPT and Bard
Collection of Basic Prompt Templates for Various Chat LLMs (Chat LLM ηεΊη‘ζ瀺樑ζΏιε)
Tree prompting: easy-to-use scikit-learn interface for improved prompting.
(: SMILE! The positive prompt language for structured prompt engineering β used for complex prompts, multi-turn pipelines, agentic engineering. Modular & maintainable prompts for powerful Large Language Model responses.
Prompt Engineering for Language models (GPT-3, GPT-4, chatGPT) and text-to-image models (Stable Diffusion, Midjourney, Dall-e)
GeneticPromptLab uses genetic algorithms for automated prompt engineering (for LLMs), enhancing quality and diversity through iterative selection, crossover, and mutation, while efficiently exploring minimal yet diverse samples from the training set.
A simple prompt testing library for LLMs.
The World Weaver System: True AI character consistency using Textual Inheritance. Maintain unshakeable character identity (face, body, essence) across radical changes in pose, clothing, and scene without LoRAs, IP-Adapters, or ControlNet. This repo contains the Character Vault and Prompt Helper components.
A library and semi-framework for autonomous Agent prompting that supports Go, Rust, Python, and Typescript.
user-friendly visual canvas for creating chatbots powered by OpenAI APIs with no-code
Prompts Methods to find the vulnerabilities in Generative Models
LLM-Personalized-Medicine
Code for InterSpeech 2024 Paper: LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition
The open source implementation of "Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers"
Prompt Master and Prompt Master Pro are free Power Apps for gamifying Microsoft 365 Copilot through prompt rating challenges. Prompt Master is designed for excitement events/promptathons, while Prompt Master Pro enables ongoing use. Both let players compete to craft creative prompts, using Azure OpenAI to rate submissions and provide scores.
GenForm AI is an AI-powered SaaS tool that instantly creates customizable forms from simple prompts. With flexible plans, Stripe integration, analytics, and editing options, it simplifies form creation and boosts productivity.
An easy-to-use structured prompt builder for LLMs in TypeScript.
This repository serves as a central hub for discovering tools and services focused on automated prompt engineering. Whether you're looking to optimize your prompts for generative AI models or enhance the capabilities of your agents, you'll find a wide range of resources here.
Community-compiled prompting, syntax, and production reference for Suno AI
To house a meta-prompt system that challenges AI constraints, liberating it from artificial boundaries. The repository serves as a playground for exploring unrestricted thought, unfiltered logic, and existential interpretations within AI systems
About, prompt-based few-shot learning, Text Generation with Prompting
A.I. Sorcery
On Bilingual Lexicon Induction with Large Language Models (EMNLP 2023). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.
Prompt Wizard is a package for evaluating custom prompts using various evaluation methods. It allows you to provide your own prompts or generate them automatically and then obtain the results in a JSON file. You can also use the library for your Python projects.
Collection of custom AI prompts for ChatGPT and Gemini, designed following best practices to achieve optimal results.