81 lines
3.4 KiB
Markdown
81 lines
3.4 KiB
Markdown
# 🌍 World Weaver: The Consistent Character System
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**Status:** V1.0 - Active Development (Initial Private Commit: 2025-11-09)
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### Todo
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* Finetune LLM for local use
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---
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## 🎯 The Problem: Why Consistency is Broken
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In generative AI, true character consistency is an illusion built on fragile dependencies. Traditional methods rely on complex, heavy files:
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* ❌ **LoRAs:** Require training, large files, and often fail when changing clothes or environments.
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* ❌ **IP-Adapters / FaceSwap:** Require manual intervention and often cause flickering in video.
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* ❌ **ControlNet:** Good for pose, but fails to maintain the likeness's subtle essence.
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## ✨ The Solution: Written DNA
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The **World Weaver System** solves this by establishing **Textual Inheritance**. It is a unique methodology that uses a suite of connected workflows and custom prompt logic to force the diffusion model to respect an unshakeable, text-based blueprint—the character's **DNA**.
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**Results:** Flawless character consistency maintained across radical changes in lighting, pose, clothing, and environment, without any external files required for the core likeness.
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---
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## 🏗️ Core Components (The System Architecture)
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The World Weaver is an ecosystem of three key parts:
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### 1. [The Prompt Helper](./docs/Prompt_Helper.md) (Discovery)
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*(JSON included in this repo)*
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* **Function:** Uses the Gemini Vision API to analyze any image and convert it into a perfectly structured, ready-to-use text description (the character's DNA).
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### 2. [The Genesis](./docs/Genesis.md) (Tester)
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*(JSON and Custom Node included in this repo)*
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* **Function:** A simple workflow that will test your prompt before you decide if you want to save it to your database.
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### 3. [The Character Vault](./docs/Character_Vault.md) (Database)
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*(JSON and Custom Node included in this repo)*
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* **Function:** A database tool that permanently saves the character's DNA to your ComfyUI file system for instant, one-click retrieval in future projects.
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### 4. [The World Weaver](./docs/World_weaver.md) (The Engine)
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*(JSON included in this repo)*
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* **Function:** The main, complex workflow that combines the character DNA with modular inputs for Clothes, Action, and World, enabling seamless creation of new, consistent scenes.
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### 5. The API Keys
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To enable the multi-key dropdown:
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1. Navigate to custom_nodes/Creepy_nodes/assets/scripts/.
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2. Open (or rename) api_keys_config.json.
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3. Add your keys by pointing to the text files containing them:
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{
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"Gemini Free": "C:\\Path\\To\\gemini_api_key_free.txt",
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"Gemini Paid": "C:\\Path\\To\\gemini_api_key_paid.txt"
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}
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---
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### Examples
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<img width="870" height="727" alt="Skärmbild 2025-11-13 162938" src="https://github.com/user-attachments/assets/29b21607-c721-474d-8cb7-12c0b4d74f34" />
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___
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## 🚀 Get Started & Learn the Method
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This repository contains the foundational components. To fully understand the philosophy, please visit my channels:
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* **📺 Video Tutorial (The Masterclass):** [World Weaver Masterclass](https://www.youtube.com/watch?v=EzmYPvP-oZU&list=PLabSj7CHUKn3yK8lOmKrzwxv8ZDkpM6TT)
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* **✍️ Deep Dive Article (The Concept):** [Creating Consistent AI Characters Without LoRAs or ReActor](https://zanno.se/creating-consistent-ai-characters-without-loras-or-reactor/)
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---
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Licence: MIT
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Contact: business@zanno.se
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