An open API service indexing awesome lists of open source software.

Streamlit

Streamlit is an open source Python library that makes it easy to create and share beautiful, custom web apps for machine learning and data science. Turn your data scripts into shareable web apps in minutes, without requiring any front-end web experience.

https://github.com/gjbex/python-dashboards

Repository that contains material for training sessions on creating dashboards using Python.

dash dashboard data-analysis data-exploration data-science data-visualization panel python streamlit training training-materials visualization

Last synced: 13 Jul 2025

https://github.com/codewithjaspreet/automatic-number-plate-recognition

Automatic Number plate recognition using cv2 and easyocr

image-processing opencv streamlit

Last synced: 21 Feb 2026

https://github.com/yankeexe/demo-chat-app

Demo Chat app built for my YouTube video ๐ŸŽฅ

largelanguagemodel llama3 llm local-llm ollama streamlit streamlit-webapp tutorial youtube

Last synced: 24 Aug 2025

https://github.com/asg017/streamlit-observable-showcase

An example Streamlit app showcasing the features of the streamlit-observable package.

observablehq streamlit

Last synced: 23 Apr 2025

https://github.com/hoanglayor/handwritten-digit-recognition

Handwritten Digit Recognition using simple DL model

fastapi handwritten-digit-recognition pytorch streamlit

Last synced: 10 Apr 2025

https://github.com/zehengl/yyc-gtfs

A Streamlit app to visualize City of Calgary's GTFS feed

gtfs python streamlit yyc

Last synced: 10 Aug 2025

https://github.com/rd-serendipity/ai-research-paper-explainer

AI-powered tool that transforms complex research papers into clear, customized explanations. Uses LLMs (GPT-4, Claude, Gemini) to provide adaptive insights from high school to expert levels. Built with Python, Streamlit, and LangChain. Ideal for students, researchers, and lifelong learners. ๐ŸŒŸ Star us for updates! ๐Ÿค Contributions welcome!

academic-research ai anthropic gemini gpt langchain llama llm machine-learning nlp openai python research-papers streamlit

Last synced: 26 Jan 2026

https://github.com/datarohit/stockastic

Stockastic is an ML-powered stock price prediction app built with Python and Streamlit. It utilizes machine learning models to forecast stock prices and help investors make data-driven decisions.

machine-learning plotly stock-price-prediction streamlit yfinance

Last synced: 30 Apr 2026

https://github.com/AmbitiousFlowDev/StableDiffusion-UI

A python web application for stable diffusion image generator using HuggingFace models and Streamlit

huggingface python streamlit webapp

Last synced: 30 Nov 2025

https://github.com/bendlikeabamboo/happybarra

๐Ÿน happybarra: Personal Finance Application Built with Streamlit, FastAPI, and Supabase

fastapi finance personal-finance python streamlit supabase

Last synced: 18 Jan 2026

https://github.com/chicolucio/pi-approximations

Pi approximations calculated using infinite series and Monte Carlo methods

calculus heroku heroku-deployment pi pi-approximation pi-calculus plotly streamlit streamlit-webapp

Last synced: 13 Apr 2026

https://github.com/tonykipkemboi/thingamajig-guesser

This Streamlit app uses the power of YOLOv5 object detection to identify various objects in images.

machinelearning ml streamlit yolov5

Last synced: 22 Feb 2026

https://github.com/adilshamim8/resume-screening

AI-powered resume screening tool that finds the right talentโ€”fast and fair.

ai deep-learning job-matching machine-learning nlp nlp-machine-learning python recruitment resume-screening streamlit

Last synced: 05 Sep 2025

https://github.com/omar-karimov/bankllm

BankLLM is an AI-driven recommendation engine for banking, using OpenAI's models to analyze customer data and generate personalized product suggestions. It integrates LangChain, FAISS, and LangServe, with a FastAPI backend and Streamlit frontend, following an LLMOps approach for scalable deployment.

banking-applications embeddings faiss-vector-database fastapi fintech langchain langserve langsmith llmops mysql openai recommender-system streamlit

Last synced: 13 Apr 2026

https://github.com/ajitashwath/researcher

A web based AI application that creates comprehensive reports on any topic using AI agents.

crewai docker gcp streamlit

Last synced: 06 Sep 2025

https://github.com/xanderstevenson/cisco-automation-certification-station

A production-ready Hybrid Retrieval-Augmented Generation (RAG) system designed for Cisco network automation certification preparation.

ai automation cisco cloudrun devnet gemini google googleaistudio googlecloud python rag rag-chatbot streamlit

Last synced: 13 Apr 2026

https://github.com/salfaris/financial-fraud-detection

Financial transactions fraud detection using ML (research, experimentation and deployment via Google Cloud)

deployment docker experimentation fraud-detection google-cloud-platform google-cloud-run machine-learning machine-learning-research scikit-learn streamlit

Last synced: 08 Jan 2026

https://github.com/archismwanchatterjee/scientific-calculator

Scientific Calculator is used to basically perform several simple, mathematical, matrix/vector and trigonometric operations. And also visualize the trigonometric curves.

matplotlib-pyplot numpy pillow streamlit

Last synced: 13 Apr 2026

https://github.com/codewithdark-git/imagemagic

โœจImageMagic is a versatile image processing application๐Ÿš€ that simplifies common image editing tasks. Upload an image and choose from the available options to enhance your images effortlesslyโšก!

app background background-image backgroundremover cv2 cv2-library image image-processing microservice opencv opencv3 pencil pencil-sketch pythin3 pythonopencv search searchimage streamlit streamlit-webapp

Last synced: 13 Apr 2026

https://github.com/DamikaAlwis-Gif/investiq-financial-assistant

InvestIQ: Financial AI Assistant chatbot for stock market insights.

ai chatbot groq-api langchain langgraph llm mongodb-atlas rag stock-market streamlit yahoo-finance-api

Last synced: 06 Jul 2025

https://github.com/ernestaroozoo/memestocks.net

MemeStocks.net is a Python web app that tracks the historical popularity of specific stocks by monitoring Reddit mentions. Users can search for a stock symbol and view information such as the stock's name, price, and historical popularity data. The data is gathered using the Pushshift API and stored in a PostgreSQL database.

dashboard data-analysis financial-data meme-stock python reddit-scraper scraping sql stock streamlit

Last synced: 06 Mar 2026

https://github.com/shaadclt/classification-automl-app

This is a sample application that demonstrates how to build a classification AutoML app using Streamlit, Pandas Profiling, and PyCaret.

pandas-profiling pycaret streamlit

Last synced: 19 Apr 2026

https://github.com/voldsenjoy-git/vidsummarizerpro

An AI-powered multilingual YouTube video summarization tool that extracts, translates, and summarizes video transcripts with precision and ease. Built with Streamlit, Google Generative AI, and YouTube Transcript API for smart, concise content insights.

google-generative-ai google-translate-api streamlit youtube-api

Last synced: 15 Jun 2025

https://github.com/siddhantsadangi/whosaidthat

Do you love quotes? Do you enjoy learning from the wisdom of others? Do you think you can recognize the authors of famous quotes? If you answered yes to any of these questions, then Who Said That? is the app for you!

education entertainment python quotes streamlit webapp

Last synced: 17 May 2026

https://github.com/billy-enrizky/chat-with-image

Welcome to the "Chat With Images" app! This innovative application allows users to upload images and engage in a dynamic chat interface. By leveraging the power of IBM Watson API, the app can process and respond to user messages, creating an interactive and engaging experience. Users can easily upload image files in JPG, JPEG, or PNG formats.

ai-agent ai-agents chat-image ibm-cloud ibm-watson ibm-watsonx ibmwatson llama meta-llama streamlit watsonx-ai

Last synced: 13 Apr 2026

https://github.com/JoSuru/speeka

Speeaka is an open-source project that uses the Whisper model of OpenAI to transcribe audio into text. Its intuitive web interface makes it easy to use. Contributions are welcome.

open-source python python3 speech-to-text streamlit whisper

Last synced: 11 Mar 2025

https://github.com/pavel401/recipedia

Recipedia - Your Ultimate Recipe Finder built using Streamlit

python streamlit

Last synced: 17 Mar 2025

https://github.com/tyronejosee/sandbox_streamlit

Practice and experimentation environment for Streanlit. Includes test configurations, patterns, external libraries, and more.

matplotlib python streamlit tornado

Last synced: 28 Feb 2025

https://github.com/real-veersandhu/covid-info-app

An interactive app that allows users to access Covid-19 information surrounding vaccines (UofT Global Engineering Challenge)

covid-19 data-science pandas python streamlit

Last synced: 13 Apr 2026

https://github.com/celsiasolarastarflare/cvelsialarch

Computer Vision GPS Locator for Regional Detections

ai computer computer-vision cv model neural-network nn pytorch streamlit torch

Last synced: 13 Apr 2026

https://github.com/laavanjan/enhanced-qa-chatbot-with-ollama

Question Answering (QA) chatbot built using LangChain, Ollama, Python, Streamlit, and LangSmith. It offers the capability to switch between two different language models: "llama3.2" and "gemma:2b"

gemma-2b langchain langsmith-tracing llama ollama streamlit

Last synced: 13 Apr 2026

https://github.com/amanovishnu/cold-connect

cold-connect is a streamlit app that generates personalized cold emails or linkedin messages. it uses the groq api & language models to extract job details from urls & craft professional messages. users can customize messages with their details, choose message type & creativity level & include portfolio links via a csv upload.

cold-email-generator docker github-actions groq-api langchain-python large-language-model python310 streamlit

Last synced: 13 Apr 2026

https://github.com/shinyq/streamlit_stock-allocation-optimization-slsqp

Optimize the stocks allocation using linear programming and SLSQP method

plotly pulp python streamlit

Last synced: 23 Feb 2026

https://github.com/walidalsafadi/postwar-building-assessment-es

Rule-based expert system with 40+ logic rules and fuzzy inputs to assess and prioritize post-war building reconstruction in Gaza. Includes a professional Streamlit UI and validation notebook.

building-assessment expert-system prioritization reconstruction streamlit ui-rule-based-system

Last synced: 19 May 2026

https://github.com/yashmistry-24/ytcomment-iq

YTComment-IQ is a web app for analyzing and visualizing YouTube comments, offering insights through sentiment analysis, topic modeling, and interactive charts.

analysis comments data dataanalysis dataanalytics deep-learning machine-learning nlp python streamlit training visualization webapp youtube

Last synced: 15 Feb 2026

https://github.com/sheeki03/analystOS

analystOS - AI research platform with Web UI + Notion automation. Upload docs, scrape URLs, chat with research via RAG. Powered by OpenRouter (50+ models).

ai-research crypto deep-research langchain notion-integration openrouter python rag streamlit

Last synced: 05 Feb 2026

https://github.com/aiengineeringforgrandmas/groq-prompt-engineer-toolkit

โšกPowered by Groq LPUs and the latest (July 2024) Llama 3 Models to generate high-quality engineered prompts and datasets for fine-tuning AI models. Try this free Streamlit application designed to help you become a prompt engineering and fine-tuning pro.

gemini-ai gemini-api gemini-pro groq groq-api groq-lpu llama3 llama3-70b-8192 llama3-meta-ai python streamlit streamlit-webapp

Last synced: 07 Oct 2025

https://github.com/smaranjitghose/fantasticfinancetracker

A minimalistic application to track one's finances over a period built using Python

deta deta-base docker finance-tracker nosql nosql-database open-source plotly python python3 streamlit streamlit-lottie

Last synced: 14 Apr 2026

https://github.com/kts-o7/stockmanager

A DBMS project with Streamlit Frontend for stock management simulation with Backtesting.

backtrader llm mongodb nosql ollama ollama-client python sql stock-market streamlit trading yahoo-finance

Last synced: 09 Oct 2025

https://github.com/priyanka7411/customer-segmentation-churn-dashboard

๐Ÿ“Š Streamlit + Plotly dashboard for customer segmentation, RFM analysis, and churn prediction using machine learning.

churn data machine-learning pandas prediction python rfm rfm-analysis streamlit visualization

Last synced: 14 Apr 2026

https://github.com/loopglitch26/online-attendance-tool

Chrome extension web component face recognition attendance system with a dashboard of overall attendance

chrome-extension face-recognition flask online-attendance research-paper streamlit

Last synced: 14 Apr 2026

https://github.com/sabermahjoub/fin_genius

FinGenius : a python-based expert system for financial assistance and budget allocation, featuring interactive charts.

charts expert-system experta finance finance-management financial-analysis python3 streamlit

Last synced: 05 Feb 2026

https://github.com/renswickd/talkwise-ai

NLP-powered dialogue analyzer with real-time sentiment and filler-word metrics using Hugging Face, spaCy, and Streamlit.

huggingface-pipelines huggingface-transformers nlp pytest realtime-sentiment-analysis sentiment-analysis spacy streamlit text-analysis text-mining

Last synced: 07 May 2026

https://github.com/dannylee1020/quora-duplicate-questions

many-to-one RNN with GloVe, LSTM, Docker and Streamlit

deep-learning lstm-neural-networks nlp streamlit

Last synced: 14 May 2026

https://github.com/vojay-dev/arctic-query-quest

Learn SQL and get familiar with data models in a fun and interactive way! ๐Ÿ”๏ธ Arctic Query Quest makes learning SQL and getting familiar with data models engaging.

ai devpost hackathon langchain langchain-python llm pydantic python snowflake snowflake-arctic streamlit

Last synced: 06 May 2026

https://github.com/sitammeur/SiteSleuth

Site Sleuth is a chatbot that assists users in efficiently using websites by analyzing and answering questions provided through a link.

chromadb containers docker gemini-15-pro generative-ai google-cloud-build google-cloud-platform google-cloud-run langchain langsmith llm-tracing python retrieval-augmented-generation serverless streamlit

Last synced: 11 Oct 2025

https://github.com/darshitvvora/temporal-agentic-loan-underwriter

Temporal + Strands demo for GenAI powered loan underwriter

fastapi python strands-agent-sdk strands-agents streamlit temporal temporalio

Last synced: 21 Jan 2026

https://github.com/jpedrou/hours-tracking-dashboard

Dashboard created to monitor the total hours worked by a company's employees.

plotly python streamlit

Last synced: 21 Apr 2026

https://github.com/singhxtushar/client-retention-insight

Client-Retention-Insight is a churn classification project to predict whether the customer will Exited or not using the ANN implementation by tensorflow. We have also performed regression on the EstimatedSalary feature and done the HyperparameterTunning to find the best possible parameters for the model.

ann-model binary-classification churn-prediction hyperparameter-tuning keras regression-analysis streamlit tensorflow

Last synced: 19 Feb 2026

https://github.com/siddhesh-agarwal/straindb-rag

An RAG Model based on StrainsDB by Kenneth Reitz.

langchain openai python rag-model streamlit

Last synced: 27 Jan 2026

https://github.com/sarthak-0-sach/whatsapp_chat_analyzer_nlp_project

Welcome to the WhatsApp Chat Analyzer! This project is a Streamlit-based web application designed to help you analyze your WhatsApp chat exports. By leveraging Natural Language Processing (NLP) techniques, this app provides insights into your conversations, such as message frequency, most active participants, emoji usage, and more!

chat-analyzer matplotlib natural-language-processing nltk-python pandas python-webapp sentiment-analysis streamlit

Last synced: 27 Jan 2026

https://github.com/jocelynvelarde/hack-harvard-2024

Use of computer vision to detect shoplifting activity and report it into a smart dashboard

computer-vision machine-learning opencv python streamlit twilio yolov8

Last synced: 24 Feb 2026

https://github.com/hasanulmukit/handwritten-digit-recognition

A machine learning application that identifies and classifies handwritten digits (0-9) using a trained deep learning model.

deep-learning handwritten-digit-recognition machine-learning python streamlit tensorflow

Last synced: 18 Feb 2026

https://github.com/vignesh1507/facepulse

FacePulse is a cutting-edge facial recognition-based attendance system designed to streamline and automate attendance tracking. Using AI-powered technology, FacePulse captures, registers, and verifies users' identities in real-time, providing a seamless and efficient solution for modern organizations.

ai opencv python streamlit

Last synced: 23 Jan 2026

https://github.com/kamaljerome/pos-simulator

Python simulator to demonstrate transaction validation using the consensus algorithm Proof-of-Stake (PoS) in blockchain technology.

algorithms blockchain-technology mysql proof-of-stake python streamlit

Last synced: 27 Jan 2026

https://github.com/pavankethavath/car_dekho_car_price_prediction

A Streamlit web app utilizing Python, scikit-learn, and pandas for used car price prediction. Features data preprocessing (scaling, encoding), Random Forest model optimization with GridSearchCV, and interactive user input handling. Achieves high accuracy (Rยฒ score: 0.9028), showcasing skills in machine learning, data engineering, and deployment.

dataanalysis datacleaning datapreprocessing eda encoding feature-extraction feature-selection featureimportance fine-tuning machine-learning minmaxscaling normalization pandas pickle prediction-model python random-forest randomsearch-cv regression streamlit

Last synced: 27 Jan 2026

https://github.com/phamtrinhduc/chatbot-mental-health-with-llamaindex

In the project, I will build a mental health consultation system for users based on the DSM-5 data set, using the Llamaindex framework. After consulting the user, the system will compile statistics through the conversation.

llama-index mental-health openai retrieval-augmented-generation streamlit

Last synced: 27 Jan 2026

https://github.com/2000pawan/air-pollution-prediction

"Excited to share my latest project on LinkedIn! ๐ŸŒฌ๏ธ Introducing my air pollution prediction ML model deployed on Streamlit. With an impressive accuracy of 97% on training and 96% on testing data, this solution focuses on key pollutants: Sulfur Dioxide, Nitrogen Dioxide, and PM10. Remember, local AQI variations may be influenced by factor.

artificial-intelligence jupyter-notebook machine-learning python streamlit vscode

Last synced: 23 Oct 2025

https://github.com/alihassanml/fight-prediction-project

This project focuses on predicting fight actions using deep learning. We utilize models such as **ResNet152** and **EfficientNetB7** to classify different fight actions. The project predicts the following actions:

cnn deep-learning efficientnet opencv rsnet50 streamlit

Last synced: 23 Jan 2026

https://github.com/tinesoft/streamlit-playground

A playground to play with Streamlit library

ai langchain-python streamlit

Last synced: 04 Jan 2026

https://github.com/juanpi19/park-smart

Smart Parking in LA

docker machine-learning streamlit

Last synced: 28 Jan 2026

https://github.com/simoso68/llama-lit

Streamlit frontend for Ollama.

ai llama llama3 ollama streamlit

Last synced: 20 Jan 2026

https://github.com/norris543/login-multi-auth

๐Ÿ” Implement secure multi-provider authentication in your React app with Firebase, allowing users to log in via Google, GitHub, and more.

bootstrap isp-management jetstream laravel login-system management multi mutltiauthentication php python seeder storage streamlit symlink upload-pictures

Last synced: 13 Apr 2026

https://github.com/viktor-shcherb/text-labelling

Streamlit-based, GitHub-backed collaborative annotation tool โ€“ extensible data models, real-time multi-user annotation, and versioned projects.

annotation-tool collaboration data-annotation git github-integration machine-learning oauth pydantic python real-time streamlit text-annotation yaml

Last synced: 15 Apr 2026

https://github.com/vyankateshd206/piper_spotify_api

This is a project based on Spotify API which predicts Mood and recommends personalized songs based on user's preferences, mood and listening history.

machine-learning python pytorch spotify-web-api streamlit

Last synced: 28 Jan 2026

https://github.com/subarudev0/paginaanalisispokeapi

Usรฉ Streamlit para crear una pagina que analiza datos de pokeapi

pokeapi-graphql pokemon streamlit

Last synced: 29 Jan 2026

https://github.com/coding-chemist/datalens

A smart dashboard that provides automated insights and visualizations from your data. With just a few clicks, explore trends, statistics, and data quality to make informed decisions effortlessly.

data-cleaning data-exploration datalens matplotlib nltk numpy pandas streamlit

Last synced: 29 Jan 2026

https://github.com/e10v/dunning-kruger

Random number simulation of the Dunning and Kruger experiments

critical-thinking demo dunning-kruger random-number-simulation statistics streamlit

Last synced: 06 Feb 2026

https://github.com/cubrid-labs/cubrid-cookbook

Production-ready examples for CUBRID โ€” Python, Node.js, Go with popular frameworks

celery cookbook cubrid cubrid-database database django drizzle-orm examples fastapi flask golang gorm nodejs pandas python sqlalchemy streamlit tutorial typescript

Last synced: 27 Mar 2026

https://github.com/pirate-emperor/aethermind

AetherMind is an LLM agent framework built with Streamlit and LangChain. It offers customizable modules for document processing, visualization, and tool integrations, supporting both local and Docker setups for development and production deployment.

api automation cpanel data-visualization docker langchain large-language-models nlp-machine-learning nodejs python streamlit

Last synced: 06 Feb 2026

https://github.com/radom12/ai_resume_analyzer

The AI Resume Analyzer is a Streamlit-based application that provides detailed resume analysis, skill recommendations, job search tools, and career insights. Utilizing NLP and machine learning, it helps users identify strengths and improvement areas, suggest relevant courses, and find job opportunities tailored to their profiles.

ai aiml data-science final-year-project machine-learning nlp python resume-analysis selenium streamlit ui web-scraping

Last synced: 30 Jan 2026

https://github.com/jatinagrawal0/resume_ranking_webapp_using_gemini

This Python script builds a user-friendly ATS using Streamlit, Google's GenerativeAI, and PyPDF2. It evaluates uploaded resumes against a job description, ranking them based on match percentage and providing feedback on missing keywords and profile summaries.

gemini-api generative-ai llm pypdf2 resume resume-description streamlit

Last synced: 25 Feb 2026

https://github.com/shantikumarigautam/idassure

IDAssure is a face-matching-based identity verification system that ensures secure and reliable user authentication. Itโ€™s built for seamless integration into platforms that require trust and visual identity validation.

easyocr identity-verification opencv pdf-parser python reactjs streamlit

Last synced: 31 Jan 2026

https://github.com/felipecordero/vigasha

Web App for structural analysis of concrete beams

concrete-beams numpy pandas python streamlit structural-analysis

Last synced: 07 Feb 2026

https://github.com/nfaltir/ai-art-generator

๐ŸŽจ A python application that uses OpenAi to generate ai art based on user prompts

ai machine-learning openai python streamlit

Last synced: 15 Apr 2026

https://github.com/guahusni/ai-pdf-chatbot-langchain

Build an AI PDF chatbot with LangChain and LangGraph. Ingest documents, store embeddings, and answer queries using OpenAI. ๐Ÿค–๐Ÿ“„

ai ai-chatbot chatbot conversational-ai gemini google-gemini langchain langgraph llama2 llama3 llm mogodb nextjs nlp pdf petcare streamlit vercel-ai-sdk

Last synced: 15 Apr 2026

https://github.com/ravikumarmn/simple-llamaindex-agent

A FastAPI-based application that combines a Retrieval-Augmented Generation (RAG) system with an intelligent agent for enhanced information retrieval and query handling.

ai-agents langchain llama-index pinecone rag streamlit

Last synced: 08 Feb 2026

https://github.com/harshsahu23/wabtec-team-vitbhopal

web-app to visualize error logs and dump files generated by the braking system of locomotives

csv data-visualization graphs pandas plotly python streamlit visualization

Last synced: 08 Feb 2026

https://github.com/tsu2000/nus_gpa_insight

A simple web app for NUS students to track courses taken and check their GPA and Honours classification.

data-app data-dashboard nus streamlit web-tool

Last synced: 26 Feb 2026

https://github.com/allengineerx/nightingale

Nightingale is a Ruby framework for building interactive data and AI web applications with a simple, declarative DSL. It brings the "script-as-app" experience (like Streamlit) to the Ruby ecosystem.

ai developer-tools ruby rubygems streamlit

Last synced: 17 Mar 2026

https://github.com/machinelearningprodigy/cancer-prone-detection

A simple Cancer Risk Prediction App built with Streamlit and Machine Learning. This app predicts the risk of cancer based on various health factors. ๐Ÿš‘๐ŸŽ—๏ธ

disease-detection machine-learning-algorithms pandas scikit-learn streamlit

Last synced: 26 Feb 2026

https://github.com/zenitsu0509/linkdin-post-generator

This is a project made to generate linkdin Post for a user

linkdin llm streamlit

Last synced: 08 Feb 2026

https://github.com/rupayan2005/opencv-projects

Here are some OpenCV fundamentals along with a few related projects you can explore.

learning opencv python streamlit

Last synced: 17 Mar 2026

https://github.com/rijoslal/drip-web

DRIP is an interactive web app that combines generative AI with user-drawn inputs, transforming creativity into insightful responses. Explore the fusion of art and data for a unique experience

gemini-api prompt-tuning python3 streamlit

Last synced: 09 Feb 2026

https://github.com/githunter0/streamlit_guide_app

App designed to serve as a reference guide to build a Streamlit app. Interact with it in the link below:

python streamlit

Last synced: 16 Apr 2026