diff --git a/CHANGELOG.md b/CHANGELOG.md
index c90912e39..1984fe421 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,7 +6,7 @@ Most recent releases are shown at the top. Each release shows:
 - **Changed**: Additional parameters, changes to inputs or outputs, etc
 - **Fixed**: Bug fixes that don't change documented behaviour
 
-## 0.36.dev (TBD)
+## 0.36.0 (2023-04-21)
 
 ### new:
 - easy-to-use-wrapper for sentiment analysis
diff --git a/README.md b/README.md
index 1fc035884..625b58c86 100644
--- a/README.md
+++ b/README.md
@@ -18,9 +18,12 @@
 # Example: Sentiment Analysis
 from ktrain.text.sentiment import SentimentAnalyzer
 classifier = SentimentAnalyzer()
-result = classifier.predict('I got a promotion today.')
+texts = ['I got a promotion today.', 'My appointment is at 3:30.', 'This blows.']
+result = classifier.predict(texts)
 # OUTPUT:
-# {'POSITIVE': 0.9021117091178894}
+#[{'POSITIVE': 0.9021117091178894},
+# {'NEUTRAL': 0.9110478758811951},
+# {'NEGATIVE': 0.9071289896965027}]
 ```
 - **2023-04-01**
   - **ktrain 0.35.x** is released and supports **Generative AI** using an instruction-fine-tuned version of GPT-J that can run on your own machine.  See the [example notebook](https://nbviewer.jupyter.org/github/amaiya/ktrain/blob/develop/examples/text/generative_ai_example.ipynb) for more information. Supply prompts in the form of instructions for what you want the model to do:
diff --git a/ktrain/version.py b/ktrain/version.py
index f6c7c08c9..745eb840f 100644
--- a/ktrain/version.py
+++ b/ktrain/version.py
@@ -1,2 +1,2 @@
 __all__ = ["__version__"]
-__version__ = "0.36.dev"
+__version__ = "0.36.0"