Update README.md

README.md

@@ -12,3 +12,31 @@ This model is build for [bnlp](https://github.com/sagorbrur/bnlp) package.
 
 ## Training details
 - Word2Vec word embedding dimension = 100, min_count=5, window=5, epochs=10
+
+## Usage
+- Generate Vector using pretrain model
+
+    ```py
+    from bnlp import BengaliWord2Vec
+
+    bwv = BengaliWord2Vec()
+    model_path = "bengali_word2vec.model"
+    word = 'গ্রাম'
+    vector = bwv.generate_word_vector(model_path, word)
+    print(vector.shape)
+    print(vector)
+
+    ```
+
+ - Find Most Similar Word Using Pretrained Model
+
+    ```py
+    from bnlp import BengaliWord2Vec
+
+    bwv = BengaliWord2Vec()
+    model_path = "bengali_word2vec.model"
+    word = 'গ্রাম'
+    similar = bwv.most_similar(model_path, word, topn=10)
+    print(similar)
+
+    ```