diff --git a/README.md b/README.md
index 32cfc34..d440836 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,6 @@
 
 ComfyUI-DRMN, Data Research And Manipulators Nodes for Model Trainers, Artists, Designers and Animators. Captions, Visualizers, Text Manipulators
 
-
 ![image](https://github.com/daxcay/ComfyUI-DRMN/assets/164315771/b7d4a51d-6f23-43cc-bc40-c8ae469199e2)
 
 ## 1. DRMN_CaptionVisualizer
@@ -35,6 +34,7 @@ FrequencyGraphTop: Integer will select top N data to make freqency graph
 ### Output
 
 3 Images of **Word Cloud, Network graph, and Frequency graph** respectively.
+Images are also saved in ```visualize``` folder where the caption files are stored. 
 
 ![image](https://github.com/daxcay/ComfyUI-DRMN/assets/164315771/3371d531-ad4c-4e72-ae00-43d71e4a87a6)
 
@@ -144,10 +144,70 @@ Tags directory will have something like this.
 
 ## 3. DRMN_SearchAndReplace
 
-
+Helps anyone manipulate caption files to search for a given text in ```SearchFor``` and replace it with the given ```ReplaceWith``` text.
 
 ![image](https://github.com/daxcay/ComfyUI-DRMN/assets/164315771/8bec970d-4de9-4c99-a491-b490cdd64072)
 
+### Inputs
 
+```
+TextFilePathList: text file path list
+```
+You can use this to get the file path list
 
-### Recommended plugin to use: **ComfyUI-JDCN** (https://github.com/daxcay/ComfyUI-JDCN) 
+![image](https://github.com/daxcay/ComfyUI-DRMN/assets/164315771/db148bff-46c0-4fe2-b0c5-0cc91c2d71d8)
+
+```
+SearchFor: search for a string you give. it can be any thing (no regex simple plain string 😅)
+```
+```
+ReplaceWith: replaces ```SearchFor```. it can be any thing (no regex simple plain string 😅)
+```
+
+### Output
+
+Text file in directory.
+Backup of all file is saved in ```sr_backup``` folder where the caption files are stored. 
+
+__________________________________________________________________________________________________________________________________________
+
+# Installation
+
+1) Manual Method
+- Go to your Comfyui > Custom Nodes folder
+- Run CMD from folder path box or right click on empty area and click open in terminal.
+- Copy and Paste this command `git clone https://github.com/daxcay/ComfyUI-DRMN.git`
+- Then go inside ComfyUI-DRMN with cmd or open new.
+- and type `pip install -r requirements.txt` to install the requirements.
+
+2) Automatic Method with [Comfy Manager](https://github.com/ltdrdata/ComfyUI-Manager)
+- Inside ComfyUI > Click Manager Button on Side.
+- Click `Install Custom Node` and Search for DRMN and Install this node:
+
+![image](https://github.com/daxcay/ComfyUI-DRMN/assets/164315771/4fdcf3cc-186d-4e36-9ffb-d34a1b48de2c)
+
+- Restart ComfyUI and it should be good to go
+
+3) Recommended Plugin
+
+   **ComfyUI-JDCN** (https://github.com/daxcay/ComfyUI-JDCN) 
+
+__________________________________________________________________________________________________________________________________________
+
+# CREDITS
+
+◉ Daxton Caylor - ComfyUI Node Developer 
+- Discord - daxtoncaylor
+- Email - daxtoncaylor@gmail.com
+- You can contact me on my discord server: [https://discord.gg/GZVGqSHT](https://discord.gg/aGQmh62T)
+- Commission Status:  🟢 **Open** 🟢
+
+◉ https://github.com/rafstahelin
+- Node Ideas
+
+# Support for JDCN ❤️
+
+If you like to suppport me you can help me by
+
+Donation:
+https://paypal.me/daxtoncaylor