diff --git a/Prediction/nlp_models/countVectorizer.pkl b/Prediction/nlp_models/countVectorizer.pkl
deleted file mode 100644
index ba22e0d..0000000
Binary files a/Prediction/nlp_models/countVectorizer.pkl and /dev/null differ
diff --git a/Prediction/nlp_models/scaler.pkl b/Prediction/nlp_models/scaler.pkl
deleted file mode 100644
index 2bf9f2c..0000000
Binary files a/Prediction/nlp_models/scaler.pkl and /dev/null differ
diff --git a/Prediction/nlp_models/tfidfVectorizer.pkl b/Prediction/nlp_models/tfidfVectorizer.pkl
deleted file mode 100644
index 41ba66f..0000000
Binary files a/Prediction/nlp_models/tfidfVectorizer.pkl and /dev/null differ
diff --git a/Prediction/nlp_models/xgbmodel.pkl b/Prediction/nlp_models/xgbmodel.pkl
deleted file mode 100644
index 932fe57..0000000
Binary files a/Prediction/nlp_models/xgbmodel.pkl and /dev/null differ
diff --git a/Prediction/requirements.txt b/Prediction/requirements.txt
index 5337d33..bb42592 100644
--- a/Prediction/requirements.txt
+++ b/Prediction/requirements.txt
@@ -1,28 +1,92 @@
+aiohttp==3.9.5
+aiosignal==1.3.1
+annotated-types==0.7.0
 asgiref==3.8.1
+attrs==23.2.0
+cachetools==5.4.0
+certifi==2024.6.2
+charset-normalizer==3.3.2
+click==8.1.7
+colorama==0.4.6
+comtypes==1.4.5
+dataclasses-json==0.6.7
 Django==5.0.6
 django-cors-headers==4.3.1
 djangorestframework==3.15.1
+faiss-cpu==1.8.0.post1
+filelock==3.15.4
+frozenlist==1.4.1
+fsspec==2024.6.1
+google-ai-generativelanguage==0.6.6
+google-api-core==2.19.1
+google-api-python-client==2.137.0
+google-auth==2.32.0
+google-auth-httplib2==0.2.0
+google-generativeai==0.7.2
+googleapis-common-protos==1.63.2
+greenlet==3.0.3
+grpcio==1.65.1
+grpcio-status==1.62.2
+httplib2==0.22.0
+huggingface-hub==0.23.4
+idna==3.7
+intel-openmp==2021.4.0
+Jinja2==3.1.4
+joblib==1.4.2
+jsonpatch==1.33
+jsonpointer==3.0.0
+langchain==0.2.9
+langchain-community==0.2.7
+langchain-core==0.2.21
+langchain-google-genai==1.0.7
+langchain-text-splitters==0.2.2
+langsmith==0.1.92
+MarkupSafe==2.1.5
+marshmallow==3.21.3
+mkl==2021.4.0
+mpmath==1.3.0
+multidict==6.0.5
+mypy-extensions==1.0.0
+networkx==3.3
+nltk==3.8.1
+numpy==1.26.4
+orjson==3.10.6
+packaging==24.1
+proto-plus==1.24.0
+protobuf==4.25.3
+psycopg==3.2.1
+pyasn1==0.6.0
+pyasn1_modules==0.4.0
+pydantic==2.8.2
+pydantic_core==2.20.1
+pyparsing==3.1.2
+PyPDF2==3.0.1
+pypiwin32==223
 python-dotenv==1.0.1
-###  you should ensure that the version of scikit-learn used to 
-###  train the model is the same as the one used to load the model.
+pyttsx3==2.90
+pywin32==306
+PyYAML==6.0.1
+regex==2024.5.15
+requests==2.32.3
+rsa==4.9
+safetensors==0.4.3
 scikit-learn==1.2.2
 scipy==1.13.1
-threadpoolctl==3.5.0
+SpeechRecognition==3.10.4
+SQLAlchemy==2.0.31
 sqlparse==0.5.0
-tzdata==2024.1
-numpy==1.26.4
-joblib==1.4.2
-xgboost==2.0.3
-nltk==3.8.1
+sympy==1.12.1
+tbb==2021.13.0
+tenacity==8.5.0
+threadpoolctl==3.5.0
+tokenizers==0.19.1
 torch==2.3.1
+tqdm==4.66.4
 transformers==4.42.3
-google-generativeai==0.7.2
-langchain==0.2.9
-langchain-community==0.2.7
-PyPDF2==3.0.1
-faiss-cpu==1.8.0.post1
-langchain-google-genai==1.0.7
-SpeechRecognition
-pyttsx3
-psycopg
-whitenoise
\ No newline at end of file
+typing-inspect==0.9.0
+typing_extensions==4.12.2
+tzdata==2024.1
+uritemplate==4.1.1
+urllib3==2.2.2
+whitenoise==6.7.0
+yarl==1.9.4