ComfyUI Text Processor

An advanced automation toolkit for ComfyUI, bridging the gap between raw data and generative AI. Features Batch Text Cleaning (for Img2Text), LLM Output Parsing, Dynamic Wildcards, and Logic Evaluation to streamline complex prompt engineering workflows.

1. Advanced Text Filter Node (Core)

This is a powerful and flexible text processing node for ComfyUI, designed to automate and simplify your dynamic prompt workflows.

Whether you need to precisely extract sections from a large text block, batch replace keywords, or clean up messy text, this node provides robust support. Its dual-output design allows you to create complex node chaining, passing the remaining text from one node to the next for further processing.

Core Features

• Dual Outputs (Node Chaining): Provides processed_text (Target) and remaining_text outputs. You can chain the remaining_text to another AdvancedTextFilter node for multi-step text parsing.
• 17+ Operation Modes:
  • Global Find/Replace/Extract
  • First-Match Split/Between
  • Format Cleanup
  • [New] LLM Output Parsing (JSON, Code blocks)
• Robust Error Handling (v1.1.5): The new if_not_found option allows you to choose the fallback behavior (return original, return empty, or trigger error) when a pattern isn't found, preventing batch workflow failures.
• Powerful Regex Support: A use_regex toggle switches all find and split operations to use Regular Expressions. Now supports DOTALL mode for multi-line matching.
• Multi-Keyword Handling: Find/Replace operations support multiple, comma-separated (,) targets in the optional_text_input field.
• Input Flexibility: An optional external_text input allows you to concatenate two text sources (like B-box data and a prompt) before processing.
• Pre-processing: Built-in to UPPERCASE / to lowercase functions to normalize case before any operation.

Operation modes

The node's operations are split into three main categories:

A. Find / Replace / Extract (Global Operations)

This group finds and processes all matching instances. It uses the optional_text_input field as the target.

• find and remove: Removes all specified keywords.
• find and replace: Replaces all keywords with replace_with_text.
• find all (extract): Extracts all matched keywords; returns original text with matches removed as "remaining".

B. Split & Between (First Match Only)

This group targets only the first matched instance. It uses the start_text and end_text fields.

• extract between / remove between
• extract before start text / remove after start text
• extract after start text / remove before start text

C. Text Cleanup

• remove empty lines, remove newlines, strip lines (trim), remove all whitespace.

D. LLM Utilities (New in v1.1.5)

Specialized tools for processing raw outputs from Large Language Models (LLMs).

• LLM: extract code block (```): Extracts code content strictly within triple backticks.
• LLM: extract JSON object ({...}): Locates and extracts the first valid JSON object structure, useful for chaining with JSON parsers.
• LLM: clean markdown formatting: Removes bold (**), italics (*), headers (#), and links to return clean, plain text.

E. Batch Operations (New in v1.2.0)

Designed for Img2Text workflows or bulk cleaning.

• batch replace (use replacement_rules): Performs multiple find-and-replace operations in a single pass.

  • Uses the replacement_rules input box.

  • Syntax: find_text -> replace_text (one rule per line).

  • Example:

    ugly -> beautiful
    bad hands -> detailed hands
    error_tag -> 
    

  • Supports Regex if use_regex is enabled.

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2. Text Utilities

Text Input Node

A smart text combiner that merges up to 7 text sources into a single string.

• Flexible Inputs: Mix of 3 input slots (for chaining) and 4 text widgets (for manual input).
• Auto-Cleaning: Automatically filters out empty inputs to prevent double separators.
• Fun Fallback: If no input is provided, it returns a cute placeholder prompt.

Text Scraper Node

Fetches and formats headlines from any URL. Ideal for injecting real-time context into LLMs.

• Simple Interface: Just input a URL string.
• Smart Parsing: Uses heuristics to identify headlines (h1-h4, class names).
• Safe: Includes timeouts and error handling to prevent workflow freezing.

Text Storage Nodes (Reader & Writer)

A persistent "clipboard" for ComfyUI. These nodes allow you to save and retrieve text data across different workflows or sessions. All data is securely stored in the text_storage/ directory within the node folder.

Text Storage (Writer)

Saves text content to a file or internal database.

• Inputs:
  • text_input: The text content to save.
  • filename_prefix: Optional prefix for categorization (e.g., ProjectA_).
  • save_name: The main filename or key. Supports Time Formatting (e.g., %Y-%m-%d) and Wildcards (e.g., *** for auto-incrementing 001, 002...).
  • mode:
    • Add New (Auto Rename): Automatically avoids conflicts by renaming (e.g., Log_2024-11-26_001.txt).
    • Overwrite Existing: Replaces content if the name exists.
    • Delete: Removes the specified file/key.
  • storage_format (New!):
    • json: Saves as a key inside the internal text_storage.json database.
    • txt: Saves as a standalone .txt file for easy external editing.

Text Storage (Reader)

Retrieves saved text content.

• Unified List: Automatically scans and lists both JSON keys and .txt files from the storage folder.
• Passthrough: Outputs the selected text content string.
• > Important Note: The dropdown list is generated when the node loads. If you have just saved a NEW file using the Writer node, you must Refresh the ComfyUI Page (F5) to see the new file appear in the Reader's list.

Wildcards Processor (Dynamic Prompt Mixer)

Generate rich, dynamic prompts using wildcard syntax (e.g., __style__) and random choices (e.g., {cat|dog}). This node has been evolved into a powerful 7-slot mixer.

• Unified & Powerful (7-Slot Mixer): Replaces the previous Basic/Advanced split with a single, robust node. It features 7 input slots, allowing you to combine manual text and wildcard files in complex layers.
• Hybrid Inputs: Each of the 7 slots offers both a Text Box (for manual prompt or {choice} syntax) and a Dropdown Menu (to select a wildcard file). They work together—you can use one, the other, or both simultaneously.
• Smart "Random" Mode: The dropdown menu includes a special "Random" option. When selected, it picks a random wildcard file from your collection for that specific slot, adding an extra layer of surprise.
• Recursive Generation: Fully supports nested wildcards (e.g., a wildcard file containing other __wildcards__).
• Independent Seeds: Each input slot uses a unique internal seed offset. This ensures that even if you use the same {A|B} syntax in multiple slots, they won't rigidly output the same result.
• Cross-Platform: Fully supports nested subdirectories and handles Windows/Linux/macOS file paths correctly.

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3. Logic & Math Nodes (Simple Eval)

Safely evaluate Python expressions for dynamic calculations and logic flow. Powered by simpleeval.

Simple Eval (Integers / Floats / Strings)

Perform mathematical calculations or string manipulations without writing complex code.

• 3 Variants: Dedicated nodes for Integers, Floats, and Strings.
• Variables: Supports inputs a, b, and c. You can use them in your expression (e.g., (a + b) * 2 or a + " " + b).
• Safe execution: Restricted environment prevents unsafe code execution while allowing powerful logic.
• Console Logging: Optional toggle to print results to the console for debugging.

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4. Image Utilities

Advanced Image Saver

A professional-grade image export node with advanced quality control and aesthetic filtering.

• Aesthetic Score Filtering:
  • Built-in support for Aesthetic Predictor V2.5 model (automatic CUDA acceleration).
  • Calculate aesthetic scores for each image and automatically filter outputs below threshold.
  • External score input support for integration with other evaluation nodes.
• Flexible Output Path:
  • Dynamic path parsing with time formatting (e.g., [time(%Y-%m-%d)] → 2025-12-25).
  • Support for both relative (under ComfyUI output) and absolute paths.
  • Auto-create directories if they don't exist.
• Smart Filename Generation:
  • Customizable prefix, delimiter, and number padding.
  • Auto-increment counter with conflict detection.
  • Number-first or number-last format (0001_prefix vs prefix_0001).
  • Overwrite mode: use prefix as static filename.
• Multi-Format Support:
  • PNG: Full metadata embedding (workflow + prompt) via PngInfo.
  • JPEG/JPG: Quality control (1-100) with DPI settings.
  • WebP: Lossless mode support, EXIF metadata embedding.
  • BMP/TIFF: Additional fallback formats.
• Metadata Management:
  • Toggle workflow embedding (reduce file size for production).
  • Save prompts and generation parameters in image metadata.
  • WebP: Stores metadata in EXIF tags (Make/ImageDescription).
• Output Control:
  • Three Outputs: filtered_images (IMAGE), files (paths), scores (aesthetic scores).
  • Optional preview toggle for headless workflows.
  • Returns only images that pass aesthetic threshold for downstream nodes.

Image Cropper

A handy utility to crop images directly within your workflow.

• Targeted Cropping: Easily remove unwanted borders or focus on specific subjects.
• Batch Processing: Supports cropping for image batches.

Add Text to Image

Renders text onto images with advanced formatting options.

• Auto-Scaling: Text size automatically adjusts to fit the image width.
• Background Box: Supports semi-transparent background colors with padding.
• Batch Support: Can process image batches; text labels loop automatically if fewer than images.
• Compatibility: Outputs standard RGB images to ensure compatibility with Video/VAE nodes.

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Installation

Method 1: Via ComfyUI Manager (Recommended)

This is the easiest way to install the node pack.

1. Open ComfyUI Manager within your ComfyUI interface.
2. Click on "Custom Nodes Manager".
3. Search for ComfyUI Text Processor.
4. Click Install and wait for the process to complete.
5. Restart ComfyUI.

Method 2: Manual Installation

If you prefer terminal commands or don't use the Manager:

1. Navigate to your custom nodes directory:

   cd ComfyUI/custom_nodes/

2. Clone this repository:

   git clone https://github.com/rookiestar28/ComfyUI_Text_Processor.git

3. Install dependencies:

   pip install -r requirements.txt

4. Restart ComfyUI.

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Asset Setup (Optional)

• Fonts: Place your .ttf or .otf files in ComfyUI/custom_nodes/ComfyUI_Text_Processor/fonts/ for the Add Text to Image node.
• Wildcards: Place your wildcard text files in ComfyUI/wildcards/ or ComfyUI/custom_nodes/ComfyUI_Text_Processor/wildcards/.

Click to see handy Regex Patterns (Cheat Sheet)

🧹 Basic Cleaning

Goal	Regex Pattern	Description
Remove Extra Spaces	\s+	Replaces multiple spaces with a single space.
Remove Non-English	[^a-zA-Z0-9,\.\s]	Removes everything except English letters, numbers, commas, and dots.
Remove Digits/Numbers	\d+	Removes all numbers (e.g., weights or unintended seeds).
Clean Line Breaks	[\r\n]+	Replaces new lines with commas (useful for flattening lists).

🔍 Advanced Extraction & Filtering

Goal	Regex Pattern	Description
Remove HTML Tags	<[^>]*>	Cleans up text scraped from websites (removes div, br tags, etc.).
Remove Weight Brackets	\(([^)]*:\d+(?:\.\d+)?)\)	Removes standard prompt weights like (word:1.2).
Extract Email	[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}	Extracts email addresses from mixed text.
Match Wildcards	__\w+__	Matches typical wildcard syntax like __character__.