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--- |
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title: 🔬🧠GPT4O🖼️🎥 |
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emoji: 🔬🧠🖼️🎥 |
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colorFrom: gray |
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colorTo: blue |
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sdk: streamlit |
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sdk_version: 1.48.0 |
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app_file: app.py |
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pinned: true |
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license: mit |
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--- |
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| 🧩 **Category** | **Info** | |
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|---------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------| |
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| 🛠️ **Libraries & Modules Used** | **Web & UI**: streamlit, streamlit.components.v1 | |
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| | **AI & API Integration**: openai, gradio_client | |
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| | **File Handling**: base64, os, glob, zipfile, textract, PyPDF2 | |
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| | **Image & Video Processing**: cv2, moviepy, PIL | |
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| | **Text Processing**: re, BeautifulSoup, pandas | |
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| | **Time & Date**: datetime, pytz | |
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| | **Utilities & Concurrency**: concurrent.futures, ThreadPoolExecutor, tqdm | |
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| | **Speech & Audio**: audio_recorder_streamlit | |
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| ⚙️ **App Configuration** | **Site Name**: Scholarly-Article-Document-Search-With-Memory | |
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| | **Page Title/Icon**: 🔬🧠ScienceBrain.AI, custom icon file (icons.ico) | |
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| | **Sidebar**: Save session checkbox (should_save) | |
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| 🗣️ **Core Functionalities** | **Text Interaction**: | |
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| | - Chat-based prompts using GPT-4o. | |
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| | - Saves conversations as Markdown files (md). | |
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| | - Speech Synthesis (HTML5) | |
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| | - Embedded JavaScript function (SpeechSynthesis) to read aloud content. | |
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| | **Image Interaction**: | |
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| | - Upload image, base64 encode, and analyze via GPT-4o. | |
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| | - Results stored as Markdown (md) with filenames including prompts and timestamps. | |
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| | **Audio Interaction**: | |
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| | - Upload or record audio. | |
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| | - Audio transcribed using Whisper, summarized or analyzed via GPT-4o, and responses stored as Markdown files. | |
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| | **Video Interaction**: | |
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| | - Extracts frames and audio from videos. | |
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| | - Transcribes audio track, summarizes via GPT-4o. | |
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| | - Markdown files created with summarized content. | |
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| 📚 **Advanced Document Handling** | **Vector Stores & PDF Galleries**: | |
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| | - Allows upload of multiple PDF files, generating quizzes, summaries, or key facts. | |
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| | - Vector stores created and managed for RAG querying. | |
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| | - Arxiv scholarly search integration through Hugging Face Gradio API (awacke1/Arxiv-Paper-Search-And-QA-RAG-Pattern). | |
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| | **RAG (Retrieval-Augmented Generation)**: | |
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| | - Performs semantic search on uploaded PDFs. | |
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| | - Evaluates retrieval performance metrics (recall@k, mrr, map). | |
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| 🗃️ **File Management** | **Sidebar File Manager**: | |
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| | - Filter files (.md, .pdf, .png, etc.). | |
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| | - Operations: View, Edit, Download, Run, Delete individual or bulk actions. | |
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| | - Zip download functionality for filtered files. | |
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| 🛠️ **Helper Functions & Utilities** | **Filename Generation (generate_filename)**: | |
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| | - Date/time, prompt sanitized for filesystem. | |
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| | **File Saving (create_and_save_file)**: | |
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| | - Conditional file writing based on checkbox option. | |
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| | **Concurrent PDF uploads**: | |
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| | - Managed via ThreadPoolExecutor with progress tracking. | |
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| 🎨 **UI Enhancements** | - Chat-style user-assistant interactions. | |
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| | - Streamlit's columns for organized interface and clean button prompts. | |
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| | - Dynamic HTML and JavaScript embeds for rich user interaction. | |
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| 🌐 **Environmental Variables** | - **Required variables**: | |
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| | - API_KEY | |
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| | - HF_KEY (Hugging Face) | |
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| | - OPENAI_API_KEY | |
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| | - OPENAI_ORG_ID | |
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| 📝 **Note** | The app robustly integrates multimodal capabilities (text, audio, video, images) and leverages OpenAI and Hugging Face resources extensively to provide a rich, interactive AI-driven document management and analysis experience. | |
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# 7/9 - evaluate new GPT models |
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GPT-4o Documentation: https://cookbook.openai.com/examples/gpt4o/introduction_to_gpt4o |
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference |
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This experimental multi agent mixture of expert system uses a variety of techniques and models to create different combinatorial AI solutions. |
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Models Used: |
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Mistral-7B-Instruct |
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Llama2-7B |
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Mixtral-8x7B-Instruct |
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Google Gemma-7B |
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OpenAI Whisper Small En |
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OpenAI GPT-4o, Whisper-1 |
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ArXiV Embeddings |
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The techniques below which are not ML models but AI include: |
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Speech Synthesis using browser technology |
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Memory for semantic facts, and episodic emotional and event time series memories |
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Web integration using the q= standard for search linking allowing comparison of tech giant AI implementations: |
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Bing then Bing copilot with click 2 |
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Google which does an AI search now |
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Twitter, the new home for technology discoveries, AI Output and Grok |
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Wikipedia for fact checking |
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YouTube |
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File and metadata integration combining text, audio, image, and video |
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This app also merges common theories in cognitive AI, AI with python libraries (e.g. NLTK, SKLearn). |
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The intent is to demonstrate SOTA AI/ML and combinations of Function-Input-Output for interoperability and knowledge management. |
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This space also serves as an experimental test bed for new technologies mixing it in with old for comparison and integration. |
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--Aaron |
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---- |
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Today looking at the just released Strawberry model for data self teaching reasoner data. |
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First a really hard input challenge: |
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Take the two apps below and combine them into a single app that uses a timer to change quotes, features an image voting capability along with scores of like count by user, and last |
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import streamlit as st |
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import time |
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import random |
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quotes = [ |
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{"Number": 1, "Quote Topic": "Stages of Life 🌱", "Quote": "Every age unfolds a new lesson. Life's chapters evolve, each teaching us anew."}, |
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{"Number": 2, "Quote Topic": "Stages of Life 🌱", "Quote": "From infancy to twilight, our journey is painted in growth. Every stage shines with its own wisdom."}, |
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{"Number": 3, "Quote Topic": "Identity 🎭", "Quote": "We piece together our identity with experiences. In the vast cosmos, our ever-changing signature is our identity."}, |
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{"Number": 4, "Quote Topic": "Identity 🎭", "Quote": "We aren't born with a defined self. Our identity is an art, crafted through introspection and encounters."}, |
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{"Number": 5, "Quote Topic": "Enlightenment 💡", "Quote": "Every step towards enlightenment is a dive within. It's an ongoing journey of self and universe."}, |
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{"Number": 6, "Quote Topic": "Enlightenment 💡", "Quote": "True insight isn't just about knowledge. It's the harmony of mind, heart, and soul."}, |
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{"Number": 7, "Quote Topic": "Adaptive Resonance Theory 🧠", "Quote": "Our cognition is like a river, ever-flowing and adapting. Every experience shapes its course, forming new resonances."}, |
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{"Number": 8, "Quote Topic": "Adaptive Resonance Theory 🧠", "Quote": "The brain's capacity to learn is profound. It finds its rhythm in adaptive resonances."}, |
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{"Number": 9, "Quote Topic": "Panpsychism 🌌", "Quote": "The universe might hum with consciousness in every atom. Every speck could be part of this grand song."}, |
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{"Number": 10, "Quote Topic": "Panpsychism 🌌", "Quote": "What if consciousness isn't exclusive to us? The universe's shared melody might be sung by all."}, |
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{"Number": 11, "Quote Topic": "How to Think 🤔", "Quote": "Thinking isn't about arriving, it's about exploring. Dive deep, question, and embrace the universe within."}, |
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{"Number": 12, "Quote Topic": "How to Think 🤔", "Quote": "To think profoundly is to touch the cosmos. It's about connecting with the vastness and intricacies it holds."}, |
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{"Number": 13, "Quote Topic": "Plants Communication 🌿", "Quote": "In every leaf and root, plants tell tales of life. Their silent growth is a language we're just beginning to decipher."}, |
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{"Number": 14, "Quote Topic": "Plants Communication 🌿", "Quote": "Nature's every rustle is a whispered secret. It's a testament to the intricate web of communication."}, |
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{"Number": 15, "Quote Topic": "Fame 🌟", "Quote": "True impact outlives fleeting fame. What endures is the legacy we craft, not the applause we receive."}, |
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{"Number": 16, "Quote Topic": "Fame 🌟", "Quote": "Fame might shine bright, but it's transient. Genuine influence is the silent footprint we leave in time."}, |
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{"Number": 17, "Quote Topic": "Happiness 😊", "Quote": "True happiness is an inner light that shines brightest in shared moments."}, |
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{"Number": 18, "Quote Topic": "Happiness 😊", "Quote": "Life's riches aren't material but the joyous moments and heartfelt memories we gather."}, |
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{"Number": 19, "Quote Topic": "Exercise 🏃", "Quote": "Exercise is the symphony of the body, resonating with health and vitality."}, |
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{"Number": 20, "Quote Topic": "Exercise 🏃", "Quote": "In movement, we find balance, strength, and a celebration of life's potential."}, |
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{"Number": 21, "Quote Topic": "Good Habits 🔄", "Quote": "Good habits are the bricks that build the mansion of success."}, |
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{"Number": 22, "Quote Topic": "Good Habits 🔄", "Quote": "Consistency in habits crafts our destiny, one action at a time."}, |
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{"Number": 23, "Quote Topic": "Discipline 🕰️", "Quote": "Discipline is the bridge between dreams and their realization."}, |
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{"Number": 24, "Quote Topic": "Discipline 🕰️", "Quote": "Through discipline, chaos transforms into order, and aspirations into achievements."}, |
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{"Number": 25, "Quote Topic": "Stamina 🚀", "Quote": "Stamina isn't just enduring but thriving amidst challenges."}, |
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{"Number": 26, "Quote Topic": "Stamina 🚀", "Quote": "It's stamina that turns obstacles into stepping stones, fueling our journey forward."}, |
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{"Number": 27, "Quote Topic": "Artificial General Intelligence 🤯", "Quote": "AGI is not just about mimicking humans but understanding the core of intelligence itself."}, |
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{"Number": 28, "Quote Topic": "Artificial General Intelligence 🤯", "Quote": "The pursuit of AGI is a testament to humanity's quest to transcend its own boundaries."}, |
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{"Number": 29, "Quote Topic": "AI Pipelines 🛠️", "Quote": "AI pipelines are the arteries of intelligent systems, directing the flow of knowledge."}, |
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{"Number": 30, "Quote Topic": "AI Pipelines 🛠️", "Quote": "In well-crafted pipelines, AI finds its rhythm, efficiency, and transformative power."}, |
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{"Number": 31, "Quote Topic": "Genius 🌟", "Quote": "Genius isn't just raw talent; it's the alchemy of persistence, passion, and perspective."}, |
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{"Number": 32, "Quote Topic": "Genius 🌟", "Quote": "Every spark of genius has been nurtured by curiosity and an insatiable thirst for knowledge."}, |
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{"Number": 33, "Quote Topic": "Our Brains 🧠", "Quote": "Our brain is the universe's masterpiece, a nexus of thoughts, dreams, and memories."}, |
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{"Number": 34, "Quote Topic": "Our Brains 🧠", "Quote": "In every neuron, our brain holds the potential of countless possibilities and imaginations."}, |
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{"Number": 35, "Quote Topic": "Our Brains 🧠", "Quote": "The intricacies of our brain reflect the cosmos: vast, complex, and beautifully mysterious."}, |
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{"Number": 36, "Quote Topic": "Our Brains 🧠", "Quote": "Understanding our brain is the key to unlocking the enigmas of consciousness, behavior, and potential."}, |
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{"Number": 37, "Quote Topic": "Mindfulness 🌼", "Quote": "Mindfulness is the anchor that grounds us in the present, amidst life's tumultuous seas."}, |
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{"Number": 38, "Quote Topic": "Mindfulness 🌼", "Quote": "In the act of being mindful, we embrace life's symphony, note by note, moment by moment."}, |
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{"Number": 39, "Quote Topic": "Resilience 💪", "Quote": "Resilience is the art of bouncing back, turning wounds into wisdom and setbacks into comebacks."}, |
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{"Number": 40, "Quote Topic": "Resilience 💪", "Quote": "Life will test us, but with resilience, we rise, stronger and more enlightened."}, |
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{"Number": 41, "Quote Topic": "Innovation 💡", "Quote": "Innovation is the heartbeat of progress, pushing boundaries and redefining possibilities."}, |
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{"Number": 42, "Quote Topic": "Innovation 💡", "Quote": "Every breakthrough, every invention, is a testament to humanity's relentless spirit of innovation."}, |
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{"Number": 43, "Quote Topic": "Empathy ❤️", "Quote": "Empathy is the bridge between souls, transcending words and touching hearts."}, |
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{"Number": 44, "Quote Topic": "Empathy ❤️", "Quote": "Through empathy, we see the world through another's eyes, fostering understanding and unity."}, |
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{"Number": 45, "Quote Topic": "Happiness 😊", "Quote": "True happiness is an inner light that shines brightest in shared moments."}, |
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{"Number": 46, "Quote Topic": "Happiness 😊", "Quote": "Life's riches aren't material but the joyous moments and heartfelt memories we gather."}, |
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{"Number": 47, "Quote Topic": "Exercise 🏃", "Quote": "Exercise is the symphony of the body, resonating with health and vitality."}, |
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{"Number": 48, "Quote Topic": "Exercise 🏃", "Quote": "In movement, we find balance, strength, and a celebration of life's potential."}, |
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{"Number": 49, "Quote Topic": "Good Habits 🔄", "Quote": "Good habits are the bricks that build the mansion of success."}, |
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{"Number": 50, "Quote Topic": "Good Habits 🔄", "Quote": "Consistency in habits crafts our destiny, one action at a time."}, |
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{"Number": 51, "Quote Topic": "Discipline 🕰️", "Quote": "Discipline is the bridge between dreams and their realization."}, |
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{"Number": 52, "Quote Topic": "Discipline 🕰️", "Quote": "Through discipline, chaos transforms into order, and aspirations into achievements."}, |
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{"Number": 53, "Quote Topic": "Stamina 🚀", "Quote": "Stamina isn't just enduring but thriving amidst challenges."}, |
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{"Number": 54, "Quote Topic": "Stamina 🚀", "Quote": "It's stamina that turns obstacles into stepping stones, fueling our journey forward."}, |
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{"Number": 55, "Quote Topic": "Artificial General Intelligence 🤯", "Quote": "AGI is not just about mimicking humans but understanding the core of intelligence itself."}, |
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{"Number": 56, "Quote Topic": "Artificial General Intelligence 🤯", "Quote": "The pursuit of AGI is a testament to humanity's quest to transcend its own boundaries."}, |
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{"Number": 57, "Quote Topic": "AI Pipelines 🛠️", "Quote": "AI pipelines are the arteries of intelligent systems, directing the flow of knowledge."}, |
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{"Number": 58, "Quote Topic": "AI Pipelines 🛠️", "Quote": "In well-crafted pipelines, AI finds its rhythm, efficiency, and transformative power."}, |
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{"Number": 59, "Quote Topic": "Genius 🌟", "Quote": "Genius isn't just raw talent; it's the alchemy of persistence, passion, and perspective."}, |
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{"Number": 60, "Quote Topic": "Genius 🌟", "Quote": "Every spark of genius has been nurtured by curiosity and an insatiable thirst for knowledge."}, |
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{"Number": 61, "Quote Topic": "Our Brains 🧠", "Quote": "Our brain is the universe's masterpiece, a nexus of thoughts, dreams, and memories."}, |
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{"Number": 62, "Quote Topic": "Our Brains 🧠", "Quote": "In every neuron, our brain holds the potential of countless possibilities and imaginations."}, |
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{"Number": 63, "Quote Topic": "Our Brains 🧠", "Quote": "The intricacies of our brain reflect the cosmos: vast, complex, and beautifully mysterious."}, |
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{"Number": 64, "Quote Topic": "Our Brains 🧠", "Quote": "Understanding our brain is the key to unlocking the enigmas of consciousness, behavior, and potential."}, |
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{"Number": 65, "Quote Topic": "Mindfulness 🌼", "Quote": "Mindfulness is the anchor that grounds us in the present, amidst life's tumultuous seas."}, |
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{"Number": 66, "Quote Topic": "Mindfulness 🌼", "Quote": "In the act of being mindful, we embrace life's symphony, note by note, moment by moment."}, |
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{"Number": 67, "Quote Topic": "Resilience 💪", "Quote": "Resilience is the art of bouncing back, turning wounds into wisdom and setbacks into comebacks."}, |
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{"Number": 68, "Quote Topic": "Resilience 💪", "Quote": "Life will test us, but with resilience, we rise, stronger and more enlightened."}, |
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{"Number": 69, "Quote Topic": "Innovation 💡", "Quote": "Innovation is the heartbeat of progress, pushing boundaries and redefining possibilities."}, |
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{"Number": 70, "Quote Topic": "Innovation 💡", "Quote": "Every breakthrough, every invention, is a testament to humanity's relentless spirit of innovation."}, |
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{"Number": 71, "Quote Topic": "Empathy ❤️", "Quote": "Empathy is the bridge between souls, transcending words and touching hearts."}, |
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{"Number": 72, "Quote Topic": "Empathy ❤️", "Quote": "Through empathy, we see the world through another's eyes, fostering understanding and unity."}, |
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{"Number": 73, "Quote Topic": "Inspiration 🌈", "Quote": "Inspiration is the spark that ignites the soul, propelling us to chase our dreams."}, |
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{"Number": 74, "Quote Topic": "Inspiration 🌈", "Quote": "Every moment of inspiration is a call to action, pushing us beyond our boundaries."}, |
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{"Number": 75, "Quote Topic": "Learning 📚", "Quote": "Learning is the gateway to growth, opening doors to endless possibilities."}, |
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{"Number": 76, "Quote Topic": "Learning 📚", "Quote": "Every lesson learned is a step towards enlightenment, broadening our horizons."}, |
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{"Number": 77, "Quote Topic": "Collaboration 🤝", "Quote": "In collaboration, we find strength. Together, we achieve more than we could alone."}, |
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{"Number": 78, "Quote Topic": "Collaboration 🤝", "Quote": "Unity in purpose paves the way for monumental achievements, showcasing the power of collective effort."}, |
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{"Number": 79, "Quote Topic": "Dreams 🌌", "Quote": "Dreams are the architects of our future. They sketch the blueprint of our aspirations."}, |
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{"Number": 80, "Quote Topic": "Dreams 🌌", "Quote": "In dreams, we find hope, and with hope, we transform the fabric of reality."}, |
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{"Number": 81, "Quote Topic": "Courage 🦁", "Quote": "Courage is the fire that lights our path, even in the face of overwhelming odds."}, |
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{"Number": 82, "Quote Topic": "Courage 🦁", "Quote": "With courage in our hearts, we defy limitations and embrace the vastness of potential."}, |
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{"Number": 83, "Quote Topic": "Change 🌀", "Quote": "Change is life's only constant. It shapes, molds, and propels us forward."}, |
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{"Number": 84, "Quote Topic": "Change 🌀", "Quote": "Embracing change is embracing growth, an acknowledgment of life's ever-evolving nature."}, |
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{"Number": 85, "Quote Topic": "Adventure 🌍", "Quote": "Life is an adventure, filled with twists, turns, and unexpected discoveries."}, |
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{"Number": 86, "Quote Topic": "Adventure 🌍", "Quote": "Every adventure, big or small, adds a chapter to our story, enriching our experience."}, |
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{"Number": 87, "Quote Topic": "Creativity 🎨", "Quote": "Creativity is the dance of the soul, expressing itself in countless forms."}, |
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{"Number": 88, "Quote Topic": "Creativity 🎨", "Quote": "Through creativity, we paint the world in vibrant colors, showcasing our unique perspectives."}, |
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{"Number": 89, "Quote Topic": "Passion ❤️", "Quote": "Passion is the fuel for our journey, driving us to chase after our dreams."}, |
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{"Number": 90, "Quote Topic": "Passion ❤️", "Quote": "With passion, every task becomes a labor of love, and every challenge, a thrilling endeavor."}, |
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{"Number": 91, "Quote Topic": "Hope 🌟", "Quote": "Hope is the beacon that guides us through stormy nights, reminding us of the dawn that awaits."}, |
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{"Number": 92, "Quote Topic": "Hope 🌟", "Quote": "In hope, we find solace, and in its embrace, we find the strength to persevere."}, |
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{"Number": 93, "Quote Topic": "Intuition 🧭", "Quote": "Intuition is the silent whisper of the soul, guiding us with its subtle wisdom."}, |
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{"Number": 94, "Quote Topic": "Intuition 🧭", "Quote": "By tuning into our intuition, we align with our inner compass, navigating life with clarity."}, |
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{"Number": 95, "Quote Topic": "Joy 😃", "Quote": "Joy is the melody of the heart, a song of gratitude and love."}, |
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{"Number": 96, "Quote Topic": "Joy 😃", "Quote": "In moments of joy, we connect with the essence of life, celebrating its beauty."}, |
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{"Number": 97, "Quote Topic": "Wisdom 🦉", "Quote": "Wisdom is the culmination of experience, a treasure trove of insights and reflections."}, |
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{"Number": 98, "Quote Topic": "Wisdom 🦉", "Quote": "With wisdom, we navigate life's complexities, drawing from the lessons of the past."}, |
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{"Number": 99, "Quote Topic": "Love ❤️", "Quote": "Love is the universal language, transcending boundaries and touching souls."}, |
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{"Number": 100, "Quote Topic": "Love ❤️", "Quote": "Through love, we find connection, unity, and the essence of existence."} |
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] |
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def display_quote(index): |
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'''Function to display the quote using st.markdown()''' |
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number = quotes[index]['Number'] |
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topic = quotes[index]['Quote Topic'] |
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quote = quotes[index]['Quote'] |
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st.markdown(f"### {number}. {topic}") |
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st.markdown(quote) |
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# Streamlit app |
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def main(): |
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# Session state to hold the value of AutoRepeat button across reruns |
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if "auto_repeat" not in st.session_state: |
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st.session_state.auto_repeat = "On" |
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if "current_index" not in st.session_state: |
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st.session_state.current_index = random.randint(0, len(quotes)-1) |
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st.title("Quote Bot AutoRepeater") |
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# AutoRepeat radio button |
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st.session_state.auto_repeat = st.radio("🔄 AutoRepeat", ["On", "Off"], horizontal=True) |
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# Display the current quote |
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display_quote(st.session_state.current_index) |
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# Timer logic |
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if st.session_state.auto_repeat == "On": |
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timer_placeholder = st.empty() |
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for i in range(10, 0, -1): |
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timer_placeholder.text(f"Time left: {i} seconds") |
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time.sleep(1) |
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if i == 1: |
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st.session_state.current_index = random.randint(0, len(quotes)-1) |
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st.rerun() |
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if __name__ == "__main__": |
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main() |
