Update README.md

README.md

@@ -32,7 +32,7 @@ model-index:
         value: 1.771200
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-### English-Bengali Translation Model
+# English-Bengali Translation Model
 This model is finetuned on `Helsinki-NLP/opus-mt-en-inc` for English to Bangla Translation.
 
 - **Developed by:** [shhossain](https://github.com/shhossain)
@@ -41,4 +41,34 @@ This model is finetuned on `Helsinki-NLP/opus-mt-en-inc` for English to Bangla T
 - **License:** [apache-2.0]
 - **Finetuned from model [Helsinki-NLP/opus-mt-en-inc]:** [Helsinki-NLP/opus-mt-en-inc](Helsinki-NLP/opus-mt-en-inc)
 
+## Use with transformers
+```python
+from transformers import pipeline
+
+pipe = pipeline("translation", model="shhossain/opus-mt-en-to-bn")
+```
+
+## Use with BanglaTranslationKit
+
+BanglaTranslationKit is an open-source translation package for offline conversion between both Bengali and English languages (English to Bangla and Bangla to English)
+
+### Installation
+
+```bash
+pip install bntrans
+```
+
+### Usage
+
+You can use this package to translate any Bangla to English or English to Bangla.
+
+```python
+from bntrans import Translator
+
+translator = Translator(src="en", dest="bn")
+translation = translator.translate("Hello world!")  #  ্যালো বিশ্ব!
+print(translation)
+```
+
+More info on [BanglaTranslationKit](https://github.com/shhossain/BanglaTranslationKit)