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| import streamlit as st | |
| import pandas as pd | |
| import base64 | |
| import json | |
| from st_pages import Page, Section, show_pages, add_page_title,add_indentation | |
| st.set_page_config( | |
| page_title="app", | |
| page_icon="π", | |
| ) | |
| st.markdown("<h1 style='text-align: center; color: black;'> Welcome to DataAI! π</h1>", unsafe_allow_html=True) | |
| st.sidebar.success("Please select a demo above.") | |
| def get_base64_of_bin_file(png_file): | |
| with open(png_file, "rb") as f: | |
| data = f.read() | |
| return base64.b64encode(data).decode() | |
| def build_markup_for_logo( | |
| png_file, | |
| background_position="50% 10%", | |
| margin_top="10%", | |
| image_width="60%", | |
| image_height="", | |
| ): | |
| binary_string = get_base64_of_bin_file(png_file) | |
| return """ | |
| <style> | |
| [data-testid="stSidebarNav"] { | |
| background-image: url("data:image/png;base64,%s"); | |
| background-repeat: no-repeat; | |
| background-position: %s; | |
| margin-top: %s; | |
| background-size: %s %s; | |
| } | |
| </style> | |
| """ % ( | |
| binary_string, | |
| background_position, | |
| margin_top, | |
| image_width, | |
| image_height, | |
| ) | |
| def add_logo(png_file): | |
| logo_markup = build_markup_for_logo(png_file) | |
| st.markdown( | |
| logo_markup, | |
| unsafe_allow_html=True, | |
| ) | |
| add_logo("logoo.png") | |
| st.markdown("<h2 style='text-align: center; color: black;'>This is the demo for the usecases we've worked on.</h1>", unsafe_allow_html=True) | |
| st.markdown("<h3 style='text-align: center; color: black;'>Select a demo from the sidebar to see some examples of what we can do!!! </h2>", unsafe_allow_html=True) | |
| paragraph = """ | |
| As a data AI team, our capabilities are demonstrated through the functionalities showcased on our demo site. | |
| The team has developed a diverse set of applications that leverage artificial intelligence and machine learning techniques. | |
| The "Home" page serves as a central hub, providing access to various sections. | |
| Within the "GenAI" section, we showcase advanced technologies such as an AI Chatbot, auto code generation, report generation, and score generation. | |
| The "Deep Learning" section features demonstrations in image analytics, video analytics, and speech recognition. | |
| In the "Machine Learning" section, we exhibit our proficiency in regression, forecasting, clustering, and optimization. | |
| Our team's expertise lies in delivering innovative solutions that harness the power of data and AI, addressing a wide range of challenges and applications. | |
| """ | |
| # Display the paragraph within a Streamlit HTML element | |
| st.markdown(paragraph, unsafe_allow_html=True) | |
| footer="""<style> | |
| a:link , a:visited{ | |
| color: blue; | |
| background-color: transparent; | |
| text-decoration: underline; | |
| } | |
| a:hover, a:active { | |
| color: red; | |
| background-color: transparent; | |
| text-decoration: underline; | |
| } | |
| .footer { | |
| position: fixed; | |
| left: 0; | |
| bottom: 0; | |
| width: 100%; | |
| background-color: white; | |
| color: black; | |
| text-align: center; | |
| } | |
| </style> | |
| <div class="footer"> | |
| <p>Developed with β€ by DataAi Team. Please contact us at +91 12-32130332</p> | |
| </div> | |
| """ | |
| st.markdown(footer,unsafe_allow_html=True) | |
| main_bg_ext = "jpg" | |
| main_bg = "vally4.jpg" | |
| st.markdown( | |
| f""" | |
| <style> | |
| .stApp {{ | |
| background: url(data:image/{main_bg_ext};base64,{base64.b64encode(open(main_bg, "rb").read()).decode()}); | |
| background-size: cover | |
| }} | |
| </style> | |
| """, | |
| unsafe_allow_html=True | |
| ) | |
| add_indentation() | |
| # Specify what pages should be shown in the sidebar, and what their titles and icons | |
| # should be | |
| show_pages( | |
| [ | |
| Page("app.py", "Home", "π "), | |
| Section("GenAI", icon="π€"), | |
| Page("pages/AI_Chatbot.py", "AI Chatbot", "π",in_section=True), | |
| # Pages after a section will be indented | |
| Page("pages/Auto_Code_Generation.py", "Auto Code Generation", "π"), | |
| Page("pages/Auto_Report_Generation.py", "Auto Report Generation", "π"), | |
| Page("pages/Auto_Score_Generation.py", "Auto Score Generation", "π"), | |
| Page("pages/core_risk.py", "Core Risk Classification", "π"), | |
| Page("pages/jury_records.py", "Jury Records", "π"), | |
| Page("pages/topic_classification.py", "Topic Classification", "π"), | |
| Section("Deep Learning", icon="π€"), | |
| Page(path = "pages/deep_learning_demo.py", name = "Image Analytics", icon = "π"), | |
| Page(path = "pages/deep_learning_demo2.py",name = "Video Analytics", icon ="π"), | |
| Page(path = "pages/deep_learning_demo3.py",name = "Speech Recognization", icon = "π"), | |
| Section("Machine Learning", icon="π€"), | |
| Page(path = "pages/machine_learning_demo.py",name = "Regression", icon = "π"), | |
| Page(path = "pages/machine_learning_demo2.py",name = "Forecasting", icon = "π"), | |
| Page(path = "pages/machine_learning_demo3.py",name = "Clustering", icon = "π"), | |
| Page(path = "pages/machine_learning_demo4.py",name = "Optimization", icon ="π") | |
| ] | |
| ) |