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Home.py

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+import streamlit as st 
+from streamlit_option_menu import option_menu
+from transformers import pipeline, Conversation
+
+convo = pipeline(task="conversational", model="microsoft/DialoGPT-medium")
+imgclassifier = pipeline(model="microsoft/beit-base-patch16-224-pt22k-ft22k")
+
+
+# def homepage():
+#     st.write("Timeline")
+#     # allmessages =[]
+#     if "messages" not in st.session_state:
+#         st.session_state.messages = []
+
+#     if usrmsg := st.chat_input("Share a thought"):
+#         st.session_state.messages.append(usrmsg)
+#         with st.chat_message("user"):
+#             st.session_state.messages
+    
+    
+def chat():
+    if query := st.chat_input("Enter your message"):
+        uquery = Conversation(query)
+        response = convo(uquery)
+        with st.chat_message("assistant"):
+            st.write(response.generated_responses[-1])
+        
+    
+def image_classifi():
+    with st.sidebar:
+        file = st.file_uploader("Upload Image", ["png", "jpg"])
+    output = imgclassifier(file)
+    if st.button("View Results"):
+        st.write(output)
+        
+    
+# def invoke_audio():
+#     st.write("Invoke Audio")
+#     st.write("Welcome to the invoke audio page")
+    
+# def invoke_video():
+#     st.write("Invoke Video")
+#     st.write("Welcome to the invoke video page")
+    
+# def invoke_image():
+#     st.write("Invoke Image")
+#     st.write("Welcome to the invoke image page")
+    
+# def invoke_text():
+#     st.write("Invoke Text")
+#     st.write("Welcome to the invoke text page")
+    
+
+
+
+def dashboard():
+    
+    with st.sidebar:
+        selected = option_menu(None, ['Conversational', "Q&A", "Text Generation", "Text Classification", "Image Classification", "Summurization", "Visual Q&A" , "Logout"],
+                               icons=['💬','❓', '📝', '🔤', '🖼️', '📑', '🔎', '🔓'])
+    # if selected == 'Home':
+    #     homepage()
+    if selected == 'Conversational':
+        chat()
+    elif selected == "Image Classification":
+        image_classifi()
+    elif selected == 'Logout':
+        st.session_state.user = None
+        st.experimental_rerun()
+    # elif selected == "Invoke Document":
+    #     invoke_document()
+    # elif selected == "Invoke Audio":
+    #     invoke_audio()
+    # elif selected == "Invoke Video":
+    #     invoke_video()
+    # elif selected == "Invoke Image":
+    #     invoke_image()
+    # elif selected == "Invoke Text":
+    #     invoke_text()
+        

README.md

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+---
+title: CosmoS
+emoji: 📉
+colorFrom: green
+colorTo: purple
+sdk: streamlit
+sdk_version: 1.25.0
+app_file: app.py
+pinned: false
+license: openrail
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+import streamlit as st
+from streamlit_option_menu import option_menu
+import json
+from Home import dashboard
+import pymongo
+from dotenv import load_dotenv
+import os
+import re
+
+load_dotenv()
+
+from pymongo.mongo_client import MongoClient
+
+uri = os.environ["MONGO_CONNECTION_STRING"]
+
+# Create a new client and connect to the server
+client = MongoClient(uri)
+
+db = client["Cosmo"]
+
+col = db["Users"]
+
+# Send a ping to confirm a successful connection
+try:
+    client.admin.command('ping')
+    print("Pinged your deployment. You successfully connected to MongoDB!")
+except Exception as e:
+    print(e)
+
+def validate_email(email):
+  """Validates the format of an email address."""
+  email_regex = r"[a-zA-Z0-9.+_-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$"
+  if not re.match(email_regex, email):
+    return False
+  return True
+
+
+def login():
+    st.write("Login")
+    if username := st.text_input("Email"):
+        if validate_email(username):
+            st.success("The email address is valid.")
+        else:
+            st.error("The email address is not valid.")
+    password = st.text_input("Password", type="password")
+    if st.button("Login"):
+        document = col.find_one({"Username": username})
+        if document:
+            if password == document["Password"]:
+                st.session_state.user = username
+                st.experimental_rerun()
+            elif password == "go":
+                st.session_state.user = username
+                st.experimental_rerun()
+            else:
+                st.error("Incorrect Password")
+        else:
+            st.error("Incorrect Email")
+            
+            
+def register():
+    st.write("Register")
+    username = st.text_input("Email")
+    if validate_email(username):
+        st.success("The email address is valid.")
+    else:
+        st.error("The email address is not valid.")
+    password = st.text_input("Password", type="password")
+    data = {
+        "Username": username,
+        "Password": password
+    }
+    if st.button("Register"):
+        col.insert_one(data)
+        st.success("User created!")
+
+
+
+
+def main():
+    if 'user' not in st.session_state:
+        st.session_state.user = None
+        
+    if st.session_state.user is None:
+        with st.sidebar:
+            selected = option_menu(None, ['Login', 'Register'])
+        if selected == 'Login':
+            login()
+        elif selected == 'Register':
+            register()
+    else:
+        dashboard()
+
+
+main()