diff --git a/pyproject.toml b/pyproject.toml
index 10d593f..b37c972 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,11 +1,11 @@
 [metadata]
 name = 'zeroshot_topics'
 version = '0.0.1'
-description = ''
+description = 'Topic Inference with Zeroshot models'
 author = 'AnjanaRita'
 author_email = 'ritaanjana1993@gmail.com'
 license = 'MIT/Apache-2.0'
-url = 'https://github.com/_/zeroshot_topics'
+url = 'https://github.com/AnjanaRita/zeroshot_topics'
 
 [requires]
 python_version = ['2.7', '3.5', '3.6', 'pypy', 'pypy3']
diff --git a/requirements.txt b/requirements.txt
index d6e1198..9cf8170 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1 +1,4 @@
--e .
+attrs==20.3.0
+nltk==3.6.5
+keybert==0.5.0
+transformers==4.11.0
\ No newline at end of file
diff --git a/setup.py b/setup.py
index 8b9e817..39df15a 100644
--- a/setup.py
+++ b/setup.py
@@ -18,12 +18,12 @@ with open('zeroshot_topics/__init__.py', 'r') as f:
 with open('README.rst', 'r', encoding='utf-8') as f:
     readme = f.read()
 
-REQUIRES = []
+REQUIRES = [i.strip() for i in open("requirements.txt").readlines()]
 
 kwargs = {
     'name': 'zeroshot_topics',
     'version': version,
-    'description': '',
+    'description': 'Topic Inference with Zeroshot models',
     'long_description': readme,
     'author': 'AnjanaRita',
     'author_email': 'ritaanjana1993@gmail.com',
diff --git a/zeroshot_topics/__init__.py b/zeroshot_topics/__init__.py
index b8023d8..a7b9a32 100644
--- a/zeroshot_topics/__init__.py
+++ b/zeroshot_topics/__init__.py
@@ -1 +1,3 @@
 __version__ = '0.0.1'
+
+from .zeroshot_tm import ZeroShotTopicFinder