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Neurite

Fractal Graph-of-Thought. Rhizomatic Mind-Mapping for Ai-Agents, Web-Links, Notes, and Code.

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Created 2023-04-05 · Updated 2026-10-16 · #8922 today
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README

🌐 neurite.network 🌐

⚠️ Warning: Contains flashing lights and colors which may affect those with photosensitive epilepsy.

Check out our newly released series of demo videos!

🌱 This is an open-source project in active development.

Table of Contents

    [Introduction](#introduction)
    [Key Features](#key-features)
    [How to Use Neurite](#how-to-use-neurite)
    [Synchronized Knowledge Management](#synchronized-knowledge-management)
    [FractalGPT](#fractalgpt)
    [Multi-Agent UI](#multi-agent-ui)
    [Neurite Desktop](#neurite-desktop)
    [Neural API](#neural-api)
    [Join the Conversation](#join-the-conversation)
    [Gallery](#gallery)
  




  

    [Welcome to Neurite | Getting Started](https://www.youtube.com/watch?v=1BiUblUAd7s)
    


    [![Welcome to Neurite](https://img.youtube.com/vi/1BiUblUAd7s/mqdefault.jpg)](https://www.youtube.com/watch?v=1BiUblUAd7s)

Introduction

Bridging Fractals and Thought

💡 neurite.network unleashes a new dimension of digital interface...

...the fractal dimension.

🧩 Drawing from chaos theory and graph theory, Neurite unveils the hidden patterns and intricate connections that shape creative thinking.

For over two years we've been iterating out a virtually limitless workspace that blends the mesmerizing complexity of fractals with contemporary mind-mapping technique.

📢 Major Update: Neurite Desktop

Why Fractals?

The Mandelbrot Set is not just an aesthetic choice - fractal logic is ingrained into a countless number of natural and constructed phenomena - from polynomial equations, to art and music - even the cosmic web.

🌀 Fractals act as the cross-disciplinary framework for non-integer dimensional thought - where conventional notions of 4D spacetime are put into question.

The goal of this project is to grow agentic graphs of fractal creativity & collaboration.

     ![whyfractals](https://github.com/satellitecomponent/Neurite/assets/129367899/11815c92-0b8c-4f37-8f4d-6f300b380813) 
  









  

     ![whynodes](https://github.com/satellitecomponent/Neurite/assets/129367899/65afd5d3-3078-4d17-ac9f-a75fee9784ac) 

Why Nodes?

Nodes represent text, images, videos, code, and AI agents. Together, they thread a personalized microcosm of your thoughts and inspirations. 🔭.

neurite.network connects physics simulation of graphs with an underlying fractal topology to kinematically define interactive, iterative, and modular graphs of ideation.

Complexity Inspires Simplicity / Basins Attract

Whether you're a researcher, writer, artist, developer, educator, or simply a curious thinker, Neurite offers a departure from the conventional interface. It's an interactive landscape tracing your ever-branching pathways of thought.

Movements through the fractal are no longer interrupted at each step. Instead, the rendering persists and regenerates as you interact...

neurite.network is unique in its ability to seamlessly navigate the Mandelbrot set in real time! 🚀

Key Features

Category

Feature

Description

Fractal Navigation

Real-time Fractal Zoom

Navigate and explore iterative equations in real time. Evolve and organize an infinite digital garden with the help of fractal mathematics.

Fractal Customization

Display the Mandelbrot set, the Burning Ship fractal, the Julia set, and more. Customize the color, quality, and speed of generation—among other unique fractal controls, such as generating the fractal according to your current mouse position.

Multi-Agent UI

AI Node Networks

Connect and manage multiple AI nodes, enabling collaborative communication between multiple AI and the user via graph-based multi-agent conversation.

FractalGPT

Structured Memory Mapping

The Zettelkasten AI responds as a graph of thoughts.

Non-Linear Memory Access

Retrieve AI memories and conversation histories non-linearly, enabling contextual responses that utilize graph search.

Synchronized Knowledge

Bi-Directional Sync

Sync updates between the fractal mind-mapping workspace and Zettelkasten Archives, ensuring consistency between visual graph representations and text-based notes.

Custom Formatting

Neurite is not locked into a specific note-taking format. Set custom tags for personalized note headings and reference brackets.

Custom Note Creation

Text nodes support code highlighting and execution. Define and test custom nodes without ever leaving Neurite.

Mind-Mapping

Physics-Based Graphs

Nodes are physics simulated to fall towards the fractal visualization. Utilize this feature to scatter and arrange your thoughts.

Multimedia Interaction

Represent text, image, video, audio, webpages, PDFs, and AI agents.

AI Integration

Wolfram Alpha and Wikipedia Search

Integrate external knowledge sources, like Wolfram Alpha and Wikipedia, with results displayed as nodes in the fractal workspace.

Web and PDF Integration

Retrieve and store information from websites and PDFs using a local vector database for contextual AI responses.

Neural API

Neural API

Execute Neurite’s functions and code sequences within the fractal environment through an exposed API, allowing advanced users to build custom interactions.

Function Calling Panel

Directly execute Neurite functions and animations from a built-in terminal panel.

How to Use Neurite

📚 Neurite lets you embed anything - text, photos, audio, video, PDFs, AI, and webpages - directly within the Mandelbrot set.

Drag and drop or Paste local files and web content straight into the fractal.

⚙️Controls⚙️

Category

Key/Combination

Action

Navigation

Click and Drag

Move around

Scroll

Zoom through the fractal

Node Essentials

Shift + double click

Create text node

Alt/Option + double click

Create Ai node

Control + double click

Create Link node

Shift

Freeze time

Hold Shift + Click

Connect two nodes

Double Click

Anchor a node

Right Click

List and run node methods. (delete, connect, extractText, zoomTo, and more.)

Node Selection & Arrangement

Alt/Option + Drag or Click

Allows node selection, connection, dragging, and anchoring to pass through textareas.

Control + Click

Select nodes

Control + Drag Canvas

Select multiple nodes

Arrow Keys

Move selected nodes

d

Scale selected nodes down

f

Scale selected nodes up

Fractal Controls

Edit Tab

Main sliders for fractal rendering and color

Alt/Option + f

Freeze the currently displayed fractal lines

Alt/Option + c

Clear any frozen lines

Alt/Option + s

Save the fractal lines as a PNG

Custom ## title and [[reference]] tags can be set in the Zettelkasten Settings. To access the Zettelkasten Settings, click the note icon in the top left corner of the dropdown.

*Full controls are listed in the ? tab within Neurite's main dropdown.

UI Tips

  • Optimal Node Placement: Zoom in Scroll to create space for new nodes to ensure they have room to expand.

  • Managing Windows: Drag windows by their title bar and resize by scrolling while holding Shift.

  • Freezing Nodes: Hold Shift to freeze nodes in place, then Double Click nodes to anchor them in place.

  • Ai Tutorial: The HOW-TO checkbox sends a context message to the AI that allows it to answer some questions about Neurite.

Synchronized Knowledge Management

neurite.network

Markdown formatted, bi-directional synchronization between UI-focused Mind-Mapping and text-based hyperlinking.

    FractalGPT: Engage with non-linear, rhizomatic memory through our biomimetic interface.
    Local AI: Privacy-focused, connect to any locally hosted instance of Ollama or your own custom endpoint.
    Vector Embeddings: Grow a database of memories that can switch out as context for an increasing number of Ai systems.
    Chaos and Order: Navigate through the depths of Neurite's non-linear environment at the boundary between stability and disorder.
  





  

      ![SKM3](https://github.com/satellitecomponent/Neurite/assets/129367899/da23628a-d3e2-4fe6-8dda-6f3f15e850f0) 
  










   

      ![SKM](https://github.com/satellitecomponent/Neurite/assets/129367899/3718856b-fa35-4b5a-bb78-3f0507712ad1) 
  






  
    Dynamic Fractal Backdrop: Interactive, multi-media orchestration.
    Zoom-to-Node: Navigate directly to and between nodes within the Mandelbrot set.
    Bi-Directional Sync: Real-time updates between Mind Map and Zettelkasten.
    Zettelkasten and Mind Mapping: Nodes are dynamic objects that can be interacted with from any approach.
    Endless Exploration: Build custom interfaces within Neurite for any task you have in mind.

Build your Zettelkasten through UI interactions in the Mind Map, and reciprocally shape the Mind Map through text-based note-taking in the Zettelkasten. This navigational fluidity offers unprecedented control over both the granular and macroscopic perspectives of your information.

FractalGPT

Not your typical chat interface

Modular Conversation

In Neurite, you don't just interact with AI; you grow its contextual memory, thanks to:

    Structured Memory Mapping: Anchor the AI's thought process as notes within an evolving fractal mind map.
    Graph your AI Conversations: Segment AI's responses into a cohesive web of thought that both improves AI reasoning and allows for the history of your chain of thought to dynamically construct the AI's long term memory.
    Interactive Fractal Network: Neurite's fractal interface acts as a personal, emergent, and contextually aware database of knowledge.
    Intuitive Note Navigation: Effortlessly access and pull your notes into view, no matter where they are within the fractal landscape.

Fractals are the rabbit hole for endless exploration of thought!

      ![lucky999](https://github.com/satellitecomponent/Neurite/assets/129367899/6d8684cf-934a-4669-b16d-1df782b6017a) 
      ![FractalGPT](https://github.com/satellitecomponent/Neurite/assets/129367899/9f820226-bc14-4f05-8ad1-5963271b6836) 

Multi-Agent UI

🤖 Build Multi-Agent Chat Networks 🤖💬🗨️🤖🗨️🤖

    Connected AI nodes send messages to one another. This idea contains endless possibilities. (Hold Shift + Click two node windows to connect. Click connections to change their direction. Shift + Double Click to delete.)
    Supports Local and Cloud-based models concurrently.

flow-based Ai-Agents ⛓️💭

🔄 Message Looping: Initiate conversational threads across connected AI nodes.

    Prompt Generation:Connected nodes send messages to one another. They can begin messages with @ for references to other Ai or @self, and / for a growing range of commands such as /exit to exit a loop.
    Ai Logic Circuits:
      
        Determine Conversation Hierarchy: Take control of Ai conversation flows via Neurite's modular user interface. Adjust the direction of conversation across connected AI nodes between two-way, or sending/receiving.
      
    
    Graph Context:
      
        Networked Instructions: Ai nodes read all connected graphs.
        Shared Instructions: Compare Various AI models from the same set of prompts.
      
    
    Connect Data:
      
        Read Connected Web-Link Nodes: Connect webpages and Ai nodes to utilize RAG search for that document. Create specialized autonomous agent swarms via mind mapping.
      
    
    Related Research: [Conversational Swarm Intelligence Paper](https://arxiv.org/abs/2309.03220)
  





  

     ![Multi-Agent Chat Networks](https://github.com/satellitecomponent/Neurite/assets/129367899/bada5e60-73de-41de-8a64-10e7451393b0) 
             ![Multi-Agent Chat Networks3](https://github.com/satellitecomponent/Neurite/assets/129367899/2f6f16be-659c-4048-aa8e-3aa7bcc73f35) 
     ![Multi-Agent Chat Networks2](https://github.com/satellitecomponent/Neurite/assets/129367899/baf78511-3d07-41d0-afc8-93ad80b693ab) 

Unbounded AI Collaboration

An open-world generative landscape for thought integrated with artificial intelligence.

AI Inference Providers

Local

Cloud

Ollama

OpenAI

transformers.js

Groq

Custom

Anthropic

Neurite Supports the following AI Plugins: ⚡

Plugin

Description

Auto Mode

Enable the AI to recursively generate its own prompts.

Long-Term Memory

Utilize nodal recall through our vector-embedded search of your notes and conversation. Includes experimental ability to forget certain memories.

Experimental Code Editor

    HTML/JS: Render GPT's code output directly. Connected nodes bundle any HTML/CSS/JS code blocks or editors.
    Python ([Pyodide](https://github.com/pyodide/pyodide)): Execute Python code directly within the browser.

Web Search

Search the web from directly within Neurite. Ai-assisted search automation.

Understands Webpages and PDFs

Leverage a local vector database that allows Ai to retrieve context from webpages and PDFs.

Wikipedia Results

Retrieve the top 3 Wikipedia results or shuffle through the top 20. (novelty mode)

Wolfram Alpha Results

Local Wolfram Plugin where Ai thinks ahead of the query. Provide Wolfram results to Ai and display them as nodes.

All API keys can be input through the AI tab in the menu dropdown.

Neurite Desktop

Unchain from the traditional limitations of a browser

Forget tabs! Neurite is all about graphs. Open as many browser windows as you want and display them side by side in our infinite fractal canvas.

Download the latest version of Neurite Desktop ↓

Windows

Linux

macOS

The desktop release includes a full web browsing experience within link nodes — no more restrictions on which links you can open.

  • Forward and backward navigation built into each link node
  • Create new link nodes by directly dragging out URLs See the above gif
  • Works with any site, no sandboxing limitations
  • Runs and updates the Localhost Servers for you

This is a highly experimental feature in early release.

*macOS does not have code signing and requires workarounds to open.

*Windows requires clicking past the security warning on first open.

Neural API

     ![neuralapi](https://github.com/satellitecomponent/Neurite/assets/129367899/d45fe622-6dab-4e43-91c7-06e0d7cddaed) 

Experimental Update: Function Calling Panel

This feature is a terminal that allows you to execute Neurite's code from within Neurite itself.

Included with the function calling panel update is our Neural API. The Neural API is a growing collection of existing features within Neurite, made for sequencing animations of function calls. The current features include:

    Animate movements through the Mandelbrot set
    Determine exact coordinates to zoom to
    Call GPT 4 Vision to determine the next movement (set number of iterations)
    Create notes
    Prompt the Zettelkasten Ai
    Prompt the user
    Search and Zoom to Notes

You can call on GPT to construct the sequences of function calls itself. It has access to the documentation.

For the current documentation, try calling the below from within the function panel:

  const neuralAPI = neuralApiPrompt();

console.log(neuralAPI);

The current Neural API documentation will display in your call history for the function calling panel as well as in your browser console.

There will be more information on this soon. This is a new feature in the initial release.

Join the Conversation

See our contributing guidelines here.

If you are a developer who is interested in contributing to this project, contact us at contactdendrite@gmail.com or visit our discord 🔗

Gallery

 ![whyfractals3](https://github.com/satellitecomponent/Neurite/assets/129367899/87816cad-1151-4f1a-8c66-ba5a5bd0b81e) 
 ![whyfractals2](https://github.com/satellitecomponent/Neurite/assets/129367899/e77b2866-db77-41e9-ba08-e55d29f77404) 
![whyfractals](https://github.com/satellitecomponent/Neurite/assets/129367899/795da35f-93f3-471d-a4fa-26decec75168) 
![whyfractals4](https://github.com/satellitecomponent/Neurite/assets/129367899/7593dbcf-1eb7-415b-9f83-b817229f0c17) 
 ![whyfractals6](https://github.com/satellitecomponent/Neurite/assets/129367899/d5800897-1eb8-4113-8a9e-75ce029eb67a) 

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