Top 21 prompting Open-Source Projects

1. tree-of-thought-llm

   1 43 5,420 2.9 Python

   [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

   

   Project mention: VL-Rethinker: RL Drives Self-Reflection in Vision-Language Models for Smarter Reasoning | dev.to | 2025-04-17

   Unlike text-only models where "slow-thinking" capabilities have emerged through techniques like chain-of-thought prompting and tree-of-thought reasoning, VLMs haven't fully developed these deliberative processes. When faced with complex visual math problems, current VLMs often make reasoning errors despite correctly perceiving the visual elements.

2. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

3. swarms

   2 4 4,991 9.8 Python

   The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai

   

   Project mention: Swarm, a new agent framework by OpenAI | news.ycombinator.com | 2024-10-11

   Worth noting there is an interesting multi-agent open source project named Swarms. When I saw this on X earlier I thought maybe the team had joined OpenAI but there's no connection between these projects

   > "Swarms: The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework"

   [0] https://github.com/kyegomez/swarms

   [1] https://docs.swarms.world/en/latest/

4. Learn_Prompting

   3 79 4,512 4.3 MDX

   Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

   

   Project mention: The Emergence of 'Vibe Coding': How AI is Revolutionizing Software Development | dev.to | 2025-03-04

   Prompt Engineering Guide – Learn Prompt Engineering

5. Promptify

   4 29 3,928 3.9 Jupyter Notebook

   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

   

6. ReAct

   5 1 2,614 4.8 Jupyter Notebook

   [ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models (by ysymyth)

   

7. graph-of-thoughts

   6 2 2,403 3.7 Python

   Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

   

8. LLM-Prompt-Library

   7 2 1,336 9.1 Jinja

   A playground of highly experimental prompts, Jinja2 templates & scripts for machine intelligence models from OpenAI, Anthropic, Meta, Mistral, Google, xAI & others. Alex Bilzerian (2022-2025).

   

9. Stream

   getstream.io featured

   Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.

   

10. prompt-poet

    8 3 1,085 6.4 Python

    Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach.

    

    Project mention: PromptPoet: Revolutionizing LLM Prompt Design at Character.ai | news.ycombinator.com | 2024-08-07

    We are thrilled by the community's response to our new open-source project, PromptPoet, which has garnered nearly 400 GitHub stars in less than a week!

    Check it out here: https://github.com/character-ai/prompt-poet

    At Character.AI, we developed PromptPoet to make LLM prompt design accessible to both technical and non-technical users. We're excited to continue to invest in development of PromptPoet alongside the developer community.

    Our immediate next step is to bring these syntax to the community of Character creators on our platform, enabling them to tailor interactions based on runtime attributes—like adjusting prompts according to the user's age or the length of the current conversation.

11. self-refine

    9 8 711 4.3 Python

    LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.

    

12. parrot.nvim

    10 2 669 9.3 Lua

    parrot.nvim 🦜 - the plugin that brings stochastic parrots to Neovim.

    

    Project mention: Avante.nvim: Use Your Neovim Like Using Cursor AI IDE | news.ycombinator.com | 2024-08-25

13. Instructgpt-prompts

    11 2 524 4.6

    A collection of ChatGPT and GPT-3.5 instruction-based prompts for generating and classifying text.

    

14. AgentLab

    12 1 358 9.7 Python

    AgentLab: An open-source framework for developing, testing, and benchmarking web agents on diverse tasks, designed for scalability and reproducibility.

    

    Project mention: AI and All Data Weekly for 09 Dec 2024 | dev.to | 2024-12-09

    ❄️ Apache Polaris + Iceberg Quickstart ⚡️ How to extract tables from pdfs 🚀 Microsoft 1bit LLM BitNet 🐿️ Verifying Kafka Transactions Entry 2 🐿️ FLUSS: Streaming Storage 🐿️ Fluss -> Flow for Flink Real Time Analytics 🌐 TableFlow - iceberg / kafka ❄️ Snowflake Cortex AI + Slack 🐿️❄️ Door dash flink, kafka, snowflake 🧠 Prompt Stack -- all in one 🔌 SpaCY Layout for PDF 📱 Responsible AI Pathways 📼 Megaparse documents python 🔌 Time Series LLM ❄️ Generate Synthetic Data in Snowflake 🐿️ LLMs and GenAI - When to use them 🐿️ Flink Observability with Prometheus 📡 New SQL GUI 🍫 TDD for GenAI 🕵️ 🎁 Open Source Agent Framework for Production 💻 Cedit command line editor 🏭 ServiceNow AgentLab 🎤 Snowflake Lessons Learned in Replication 🎄 Privastead 🔌 Backup Icloud with nodejs on linux 🔌 Backup Google with nodejs on linux 🎄 HuggingFace macos chat source code 🎁 Ollama working with structured output 🎁 dspy ai how to 🔌 Piazza updater 🔌 Building a financial report with langgraph ColPali Notebook with QWEN 2 VL

15. MindMap

    13 0 341 - Python

    MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models (by wyl-willing)

    

16. stable-diffusion-webui-Prompt_Generator

    14 6 248 2.0 Python

    An extension to AUTOMATIC1111 WebUI for stable diffusion which adds a prompt generator

    

17. rci-agent

    15 4 234 0.0 HTML

    A codebase for "Language Models can Solve Computer Tasks"

    

18. dotprompt

    16 1 209 9.6 Python

    Executable GenAI prompt templates (by google)

    

    Project mention: Dotprompt: Executable GenAI Prompt Templates | news.ycombinator.com | 2025-04-03

19. meta-prompting

    17 1 192 3.6 Python

    Official implementation of paper "Meta Prompting for AI Systems" (https://arxiv.org/abs/2311.11482)

    

20. SoT

    18 1 122 7.2 Python

    Official code repository for Sketch-of-Thought (SoT)

    

    Project mention: Sketch-of-Thought: Efficient LLM Reasoning | news.ycombinator.com | 2025-03-16

    It is interesting for an old and classic software developer to see how the LLMs are taught/programmed. They use markdown files:

    - https://github.com/SimonAytes/SoT/blob/main/sketch_of_though...

21. prompt-lib

    19 1 118 7.2 Python

    A set of utilities for running few-shot prompting experiments on large-language models

    

22. ultra-wide-turbo-workspace

    20 1 66 9.2 Python

    A virtual organization where you are the CEO and the main folders represent different roles working for you. Each role has its own set of prompts, documents, and main activities.

    

    Project mention: Local Markdown Task Management For You & Your Agent with pewPewCLI ♡ | dev.to | 2025-04-16

    2. 🤖 You Are A Requirements Expert - Set this as your system/meta prompt.

23. AREkit

    21 3 63 7.5 Python

    Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and processing large text collections with ML and for ML

    

24. SaaSHub

    www.saashub.com featured

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    

prompting related posts

• VL-Rethinker: RL Drives Self-Reflection in Vision-Language Models for Smarter Reasoning

  2 projects | dev.to | 17 Apr 2025

• The Emergence of 'Vibe Coding': How AI is Revolutionizing Software Development

  1 project | dev.to | 4 Mar 2025

• Prompt Engineering

  1 project | dev.to | 8 Oct 2024

• Ask HN: Are there AI prompt builder products?

  2 projects | news.ycombinator.com | 17 Apr 2024

• Ask HN: Where to learn the cutting edge of prompt engineering?

  3 projects | news.ycombinator.com | 10 Dec 2023

• Self-Refine: Iterative Refinement with Self-Feedback

  1 project | news.ycombinator.com | 23 Nov 2023

• Announcing HackAPrompt, the first-ever global Prompt Hacking competition (Sponsored by OpenAI , PreambleAI, ScaleAI, & HuggingFace)

  1 project | /r/OpenAI | 18 Nov 2023
• A note from our sponsor - InfluxDB
  www.influxdata.com | 9 Jul 2025

  InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now. Learn more →

Index

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