Update README.md

README.md

@@ -80,106 +80,14 @@ Tachygraphy—originally developed to expedite writing—has evolved over centur
 
 
 ### Sample Example 1
-```mermaid
-graph TD;
-    %% Input and normalized text nodes
-    A["Input Text: i don't know for real y he's sooo sad"]
-    B["Normalized Text: i do not know for real why he's so sad"]
-    C["Sentiment"]
-
-    A --> B
-    A -->|Sentiment| C
-
-    %% Sentiment value nodes (values inside the boxes)
-    C -->|Negative| D["0.99587"]
-    C -->|Neutral| E["6.23e-05"]
-    C -->|Positive| F["2.10e-05"]
-
-    %% Converge sentiment nodes to Emotion stage
-    D -->|Emotion| G
-    E -->|Emotion| G
-    F -->|Emotion| G
-
-    G["Emotion"]
-
-    %% Emotion nodes: arrow labels show emotion category; node boxes show numeric values.
-    G -->|Anger| H["0.0"]
-    G -->|Disgust| I["0.0"]
-    G -->|Fear| J["0.01028"]
-    G -->|Joy| K["0.0"]
-    G -->|Neutral| L["0.02194"]
-    G -->|Sadness| M["1.0"]
-    G -->|Surprise| N["0.02158"]
-
-```
 
-### Sample Example 2
-```mermaid
-graph LR;
-    %% Input and normalized text nodes
-    A["Input Text: you rlly think all that talk means u tough? lol, when I step up, u ain't gon say sh*t"]
-    B["Normalized Text: you really think all that talk makes you tough [lol](laughed out loud) when i step up you are not going to say anything"]
-    C["Sentiment"]
-
-    A --> B
-    A -->|Sentiment| C
-
-    %% Sentiment value nodes
-    C -->|Negative| D["0.99999"]
-    C -->|Neutral| E["6.89e-06"]
-    C -->|Positive| F["1.11e-05"]
-
-    %% Converge sentiment nodes to Emotion stage
-    D -->|Emotion| G
-    E -->|Emotion| G
-    F -->|Emotion| G
-
-    G["Emotion"]
-
-    %% Emotion nodes: arrow labels show emotion category; nodes show numeric values.
-    G -->|Anger| H["0.14403"]
-    G -->|Disgust| I["0.03928"]
-    G -->|Fear| J["0.01435"]
-    G -->|Joy| K["0.04897"]
-    G -->|Neutral| L["0.49485"]
-    G -->|Sadness| M["0.02111"]
-    G -->|Surprise| N["0.23741"]
-
-```
-
-### Sample Example 3
-```mermaid
-graph TD;
-    %% Input and normalized text nodes
-    A["Input Text: bruh, floods in Kerala, rescue ops non‑stop 🚁"]
-    B["Normalized Text: Brother, the floods in Kerala are severe, and rescue operations are ongoing continuously."]
-    C["Sentiment"]
-
-    A --> B
-    A -->|Sentiment| C
-
-    %% Sentiment value nodes
-    C -->|Negative| D["4.44e-05"]
-    C -->|Neutral| E["0.99989"]
-    C -->|Positive| F["7.10e-05"]
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/669811574fe8c1a8acaf5a9f/V95uyNArcbe4t39ErjdfE.png)
 
-    %% Converge sentiment nodes to Emotion stage
-    D -->|Emotion| G
-    E -->|Emotion| G
-    F -->|Emotion| G
-
-    G["Emotion"]
-
-    %% Emotion nodes: arrow labels show emotion category; node boxes show numeric values.
-    G -->|Anger| H["0.08018"]
-    G -->|Disgust| I["0.01526"]
-    G -->|Fear| J["0.60187"]
-    G -->|Joy| K["0.00411"]
-    G -->|Neutral| L["0.02194"]
-    G -->|Sadness| M["1.0"]
-    G -->|Surprise| N["0.02158"]
+### Sample Example 2
 
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/669811574fe8c1a8acaf5a9f/Czs6dTw4bh8nHvWX9SYkK.png)
 
+### Sample Example 3
 
-```
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/669811574fe8c1a8acaf5a9f/VtLXd5VzJEN-yok_dZYh9.png)