first commit

app.py

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+import streamlit as st
+from streamlit_chat import message as st_message
+# from transformers import BlenderbotTokenizer
+# from transformers import BlenderbotForConditionalGeneration
+from transformers import pipeline
+
+context = '''
+نحن شركة متخصصة فى مجال الزكاء الاصطناعى.
+نقدم العديد من الخدمات كالحلول للشركات و تدريبات فى مجال الزكاء الاصطناعى.
+التدريبات المتاحة الان هى ETE و computer vision.
+سعر ال ETE 4500 جنيه مصرى بدلا من 5000 جنيه.
+وسعر ال computer vision 6000 جنيه مصرى بدلا من 6500 جنيه مصرى.
+'''
+
+
+@st.cache(allow_output_mutation=True)
+def load_model():
+    model = pipeline('question-answering',model='ZeyadAhmed/AraElectra-Arabic-SQuADv2-QA')
+    return model
+qa = load_model()
+
+
+if "history" not in st.session_state:
+    st.session_state.history = []
+
+st.title('Ask a question about Electro-pi')
+# qa = load_model()
+# user_message = st.session_state.input_text
+
+
+
+def generate_answer():
+    qa = load_model()
+    user_message = st.session_state.input_text
+    # inputs = tokenizer(st.session_state.input_text, return_tensors="pt")
+    # result = model.generate(**inputs)
+    message_bot = qa(question= user_message, context= context)
+    print(message_bot)
+    if message_bot['score'] <= 0.2:
+        message_bot = "electrobot: sorry i didn't get that"
+        st.session_state.history.append({"message": user_message, "is_user": True})
+        st.session_state.history.append({"message": message_bot, "is_user": False})
+    else:    
+        st.session_state.history.append({"message": user_message, "is_user": True})
+        st.session_state.history.append({"message": message_bot['answer'], "is_user": False})
+
+    print('2')
+st.text_input("Talk to the bot", key="input_text", on_change=generate_answer)
+print('3')
+for chat in st.session_state.history:
+#     print('4')
+    st_message(**chat)  # unpacking
+    print('4')

requirements.txt

@@ -0,0 +1,110 @@
+altair==4.2.0
+argon2-cffi==21.3.0
+argon2-cffi-bindings==21.2.0
+asttokens==2.0.5
+attrs==22.1.0
+backcall==0.2.0
+beautifulsoup4==4.11.1
+bleach==5.0.1
+blinker==1.5
+cachetools==5.2.0
+cffi==1.15.1
+charset-normalizer==2.1.0
+click==8.1.3
+colorama==0.4.5
+commonmark==0.9.1
+debugpy==1.6.2
+decorator==5.1.1
+defusedxml==0.7.1
+entrypoints==0.4
+executing==0.9.1
+fastjsonschema==2.16.1
+filelock==3.7.1
+gitdb==4.0.9
+GitPython==3.1.27
+huggingface-hub==0.8.1
+idna==3.3
+importlib-metadata==4.12.0
+ipykernel==6.15.1
+ipython==8.4.0
+ipython-genutils==0.2.0
+ipywidgets==7.7.1
+jedi==0.18.1
+Jinja2==3.1.2
+jsonschema==4.9.0
+jupyter==1.0.0
+jupyter-client==7.3.4
+jupyter-console==6.4.4
+jupyter-core==4.11.1
+jupyterlab-pygments==0.2.2
+jupyterlab-widgets==1.1.1
+MarkupSafe==2.1.1
+matplotlib-inline==0.1.3
+mistune==0.8.4
+nbclient==0.6.6
+nbconvert==6.5.0
+nbformat==5.4.0
+nest-asyncio==1.5.5
+notebook==6.4.12
+numpy==1.23.1
+packaging==21.3
+pandas==1.4.3
+pandocfilters==1.5.0
+parso==0.8.3
+pickleshare==0.7.5
+Pillow==9.2.0
+prometheus-client==0.14.1
+prompt-toolkit==3.0.30
+protobuf==3.20.1
+psutil==5.9.1
+pure-eval==0.2.2
+pyarrow==8.0.0
+pycparser==2.21
+pydeck==0.7.1
+Pygments==2.12.0
+Pympler==1.0.1
+pyparsing==3.0.9
+pyrsistent==0.18.1
+python-dateutil==2.8.2
+pytz==2022.1
+pytz-deprecation-shim==0.1.0.post0
+pywin32==304
+pywinpty==2.0.6
+PyYAML==6.0
+pyzmq==23.2.0
+qtconsole==5.3.1
+QtPy==2.1.0
+regex==2022.7.25
+requests==2.28.1
+rich==12.5.1
+semver==2.13.0
+Send2Trash==1.8.0
+six==1.16.0
+smmap==5.0.0
+soupsieve==2.3.2.post1
+stack-data==0.3.0
+streamlit==1.11.1
+streamlit-chat==0.0.2.1
+terminado==0.15.0
+tinycss2==1.1.1
+tokenizers==0.12.1
+toml==0.10.2
+toolz==0.12.0
+torch==1.12.0+cu116
+torchaudio==0.12.0+cu116
+torchvision==0.13.0+cu116
+tornado==6.2
+tqdm==4.64.0
+traitlets==5.3.0
+transformers==4.21.0
+typing_extensions==4.3.0
+tzdata==2022.1
+tzlocal==4.2
+urllib3==1.26.11
+validators==0.20.0
+watchdog==2.1.9
+wcwidth==0.2.5
+webencodings==0.5.1
+widgetsnbextension==3.6.1
+wincertstore==0.2
+zipp==3.8.1