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.
- GitHub: https://github.com/topics/streamlit
- Repo: https://github.com/streamlit/streamlit
- Created by: Adrien Treuille, Amanda Kelly, Thiago Teixeira
- Released: March 27, 2018
- Last updated: 2026-06-29 00:26:11 UTC
- JSON Representation
https://github.com/devjinah/collaborative-book-recommender
Collaborative filtering based book recommendation system
book-crossing book-recomendation book-recommender books collaborative-filtering content-based-recommendation data-science exploratory-data-analysis flask-application machine-learning recommendation-engine recommendation-system recommender-system spark streamlit surprise surprise-library webui
Last synced: 09 May 2026
https://github.com/poorvajasathasivam/llm-agent-chatbot
AI-powered assistant built using LangChain, FastAPI, and Streamlit. The chatbot interacts with users to answer questions using prompts and powerful AI models.
fastapi groq-api langchain python streamlit tavily-api
Last synced: 09 May 2026
https://github.com/lotfiferaga/energeiahub
data-analysis data-visualization energy-consumption python streamlit
Last synced: 09 May 2026
https://github.com/mdh266/speech2image
A Streamlit App For Speech To Image
docker generative-ai google-api google-cloud multimodal-data replicate-api speech-to-text streamlit
Last synced: 09 May 2026
https://github.com/krithikahs/ml_visualizer
Interactive Machine Learning Playground An interactive Streamlit-based tool to train, visualize, and interpret machine learning models in real time.
matplotlib ml regression sklearn streamlit
Last synced: 09 May 2026
https://github.com/shaundann/autosight
AutoSight is an AI-powered multi-agent data analysis pipeline built on Google Cloud. From ingesting raw CSVs to generating visualizations and natural language summaries — all results are displayed live in a Streamlit dashboard.
ai-agents automated-data-analysis bigquery data-pipeline gcp google-cloud llm multi-agent-systems python streamlit vertex-ai
Last synced: 09 May 2026
https://github.com/abdelrahman-amen/retriever_in_rag
This project is a PDF Question Answering App that enables users to upload any PDF and ask questions about its content. Using a retriever-augmented generation (RAG) approach, it efficiently retrieves relevant information and generates human-like answers, powered by Streamlit and Google Generative AI.
api dotenv faiss generative-ai langchain promptengineering pypdf2 python retreival-augmented-generation streamlit vectorsto
Last synced: 09 May 2026
https://github.com/bsenst/housing-germany
Machine learning project based on the Kaggle "Apartment rental offers in Germany" dataset for the Data Talks Club Machine Learning Zoomcamp 2023.
datatalksclub flask germany housing-prices midterm-project streamlit zoomcamp
Last synced: 09 May 2026
https://github.com/abdelrahman-amen/question_answering_from_any_url_with_rag
In this project, users can input any URL and ask a question related to its content. Using Retrieval-Augmented Generation (RAG) and LangChain, the app retrieves the most relevant answer from the webpage.
api dotenv embeddings genai generative-ai langchain python retreival-augmented-generation streamlit vectorstore webbased
Last synced: 09 May 2026
https://github.com/arpanpramanik2003/sign-language-recognition
This project is a real-time ASL (American Sign Language) gesture classifier built using TensorFlow and Xception. It supports both webcam-based prediction with OpenCV and image upload via a Streamlit web interface. The model can classify 29 hand gestures including alphabets, space, del, and nothing, and displays confidence scores for each prediction
classification computer-vision deep-learning highest-accuracy keras-tensorflow opencv-python python3 recognition sign-language-recognition streamlit xception-model
Last synced: 09 May 2026
https://github.com/sujankc07/student-feedback-management-system
Student Feedback Management System: A web app for collecting and analyzing student feedback on faculty performance, built using Python, Streamlit, and MySQL.
dbms-mini-project mysql python streamlit
Last synced: 09 May 2026
https://github.com/scjoaoantonio/trab_datascience
Este projeto tem como objetivo analisar os posts da rede social Bluesky. A aplicação interativa foi desenvolvida utilizando Streamlit e permite a coleta e visualização de dados, além de oferecer análises avançadas como previsão de engajamento, modelagem de tópicos e análise de sentimentos.
bluesky data data-science streamlit
Last synced: 09 May 2026
https://github.com/balaji1233/text_summary_pro
This is a text summarization app.
Last synced: 09 May 2026
https://github.com/namratha2301/bmi-app
Simple BMI and Fat percentage app in Streamlit.
Last synced: 09 May 2026
https://github.com/aryan-coder-student/ai-project-generator
Transform your project brainstorming with the AI Project Idea Generator - a sophisticated Streamlit application powered by LangChain, Groq LLM, and SerpAPI. Input your interests and receive tailored project suggestions complete with implementation roadmaps and curated research resources.
club-project langchain llm python3 streamlit
Last synced: 09 May 2026
https://github.com/faysalmiah55/ann-churn-classification
ANN Churn Classification
ai ann classification nlp python streamlit
Last synced: 09 May 2026
https://github.com/ketanktn/mobile-price-prediction-app
mobile-price-prediction--ktn
machine-learning random-forest random-forest-regression sklearn streamlit
Last synced: 09 May 2026
https://github.com/nathan7128/game-reviews-sentiment-analysis
Personal project (in development) integrating Steam reviews web scraping, a deep learning-based sentiment classifier, and a user-friendly web application built with the Streamlit library.
deep-learning sentiment-analysis streamlit webscraping
Last synced: 09 May 2026
https://github.com/allanotieno254/streamlit-user-info-form-advanced
The form ensures valid inputs and provides feedback to users through Streamlit’s interactive UI features. Additionally, it includes a success message with animations to enhance user experience.
libraries python streamlit visualization
Last synced: 10 May 2026
https://github.com/wichmann/retrowetter
A simple app to visualize weather data to show climate trends.
climate pandas plotly python streamlit visualization weather webapp
Last synced: 10 May 2026
https://github.com/rishi-jain2602/ai-image-analysis-pipeline
An AI Image Analysis Pipeline automates image processing by detecting objects, segmenting them, extracting features, and generating textual descriptions or structured data.
bart bert-model blip huggingface-transformers python3 streamlit yolo
Last synced: 10 May 2026
https://github.com/dzakarias/waves
Fun with the sine function inspired by Chladni plates
Last synced: 10 May 2026
https://github.com/spurthi-111/ai-lawyer
AI-Lawyer is an AI-powered legal chatbot that uses Retrieval-Augmented Generation (RAG) to assist users with legal queries. It combines a vector database of legal documents (using FAISS), Deepseek embeddings via Ollama, and Groq's LLMs to retrieve and generate contextually accurate legal advice.
faiss groq-api langchain llm python retrieval-augmented-generation streamlit
Last synced: 10 May 2026
https://github.com/cricsion/linkmind
LinkMind is an intelligent conversational ReAct agent built with LangChain and Streamlit. It leverages a chain-of-thought reasoning approach integrated with web search, document scraping, and FAISS-based vector search powered by Hugging Face embeddings to deliver detailed, context-aware responses while maintaining session memory.
agents embeddings faiss llm react-agents streamlit vector-database
Last synced: 10 May 2026
https://github.com/aliirshad3098/moviereviewsentimentanalysis
I Developed a model successfully predicts whether a movie review is positive or negative by cleaning the input text (removing special characters, punctuation, and stopwords),vectorizing it usingTF-IDF,and then classifying it with a Logistic Regression model. IT includes inputValidation,errorhandling, and an interactive web app built with Streamlit
logistic-regression machinelearning movie-review-sentiment-analysis nlp sentiment-analysis streamlit
Last synced: 10 May 2026
https://github.com/sincerelyyyash/titanic-chatbot
fastapi google-gemini langchain python streamlit
Last synced: 10 Jun 2026
https://github.com/saksham-jain177/ai-agent-based-deep-research
Deep Research AI Agent is a dual-agent system that conducts web-based research and generates structured summaries. It uses Tavily for data collection and OpenRouter for drafting, offering a user-friendly Streamlit interface with PDF report downloads.
ai-agent api deep-research openrouter pdf streamlit tavily-api tenacity
Last synced: 10 May 2026
https://github.com/muhammadzaeemaltaf/converter
A simple Streamlit application that converts units for length, weight, temperature, speed, and currency using live exchange rates.
Last synced: 10 May 2026
https://github.com/radi0sus/advanced_raman_tl
Web app for baseline correction, smoothing, processing and plotting of Raman spectra
arpls baseline data-analysis elabftw manipulation overlay pdf peak-detection png python raman raman-spectra raman-spectroscopy savitzky-golay-filter smoothing spectrum streamlit upload webapp whittaker-smoothing
Last synced: 10 Jun 2026
https://github.com/mairondc21/streamlit_deploy
streamlit com deploy na aws usando o terraform
csv dockerfile parquet python-io streamlit
Last synced: 10 May 2026
https://github.com/filipusarif/electricity-japan-prediction-streamlit
This research project investigates electricity consumption trends in Japan across the residential and industrial sectors from 1990 to 2015, using Ridge and ElasticNet regression models to analyze the elasticity of electricity demand in response to price changes.
elasticnet-regression japan prediction regression-analysis ridge-regression-model streamlit timeseries-data
Last synced: 10 May 2026
https://github.com/sanam2405/diabetespredictionsystem
This is a Diabetes Prediction System build using Support Vector Machine algorithm
jupyter-notebook python streamlit support-vector-machines
Last synced: 10 May 2026
https://github.com/codernayeem/mini-flower
A Flower classification model (5 classes) using EfficientNetB0 and streamlit app
deep-learning image-classification machine-learning python streamlit tensorflow2 transfer-learning
Last synced: 10 May 2026
https://github.com/oyebamiji-micheal/predicting-disaster-tweets-using-bag-of-words
A web app which predicts whether a given tweet is about a real disaster or not using Bag of Words - A beginner's approach to NLP
bag-of-words nlp streamlit xgboost
Last synced: 10 Jun 2026
https://github.com/adnamard/bike-analyze
Analyzing Bike Sharing. For the source of the data you may find them in dataset folder. For dashboard where I display some of graphic you may find them below.
analytics data-science dataengineering datavisualization python streamlit streamlit-dashboard
Last synced: 11 May 2026
https://github.com/sahi-mfg/marketing_data_analysis
Exploratory data analysis of marketing data from Kaggle
pandas plotly-python streamlit
Last synced: 11 May 2026
https://github.com/kitsuyaazuma/lecture-capture-pdf
A streamlit/Python app which automatically converts a lecture video into a PDF file
img2pdf opencv python streamlit
Last synced: 11 May 2026
https://github.com/akhundmuzzammil/endexamscoreprediction
EndExamScorePrediction is a tool designed to predict end-semester exam scores based on attendance, mid-semester exam marks, and study hours.
csv data-science jupyter-notebook machine-learning prediction python regression streamlit
Last synced: 11 May 2026
https://github.com/cluena/password-strength-checker
Real-time password strength analyzer built with Python and Streamlit
Last synced: 10 Jun 2026
https://github.com/recker-dev/iot-healthcare-network-traffic-attack-predictor
A machine learning project to detect cyberattacks in IoT healthcare networks. Utilizes PCA for dimensionality reduction, data visualization for insights, and ANN for classification. Features a FastAPI backend and Streamlit UI for inference with labeled and unlabeled datasets.
ai deep-learning fastapi ml network-traffic-analysis network-traffic-classification neural-network pca-analysis streamlit
Last synced: 11 May 2026
https://github.com/sarvamm/brainbrew
AI powered study partner that can generate notes, qnas and quizes.
ai generative-ai langchain llms python streamlit
Last synced: 11 May 2026
https://github.com/danielrosehill/system-prompt-factory
A system prompt generation UI that combines model and user characteristics to generate more targeted (but still general) system prompts for LLMs
llm llms streamlit system-prompts
Last synced: 11 May 2026
https://github.com/04bhavyaa/movie-genre-prediction
This project implements preprocessing, feature engineering, and multiple machine learning models to build a robust genre classification system.
ensemble-model fine-tuning genre-prediction lemmatization linear-svc logistic-regression minmaxscaling nltk-library streamlit voting-classifier
Last synced: 11 May 2026
https://github.com/akremjomaa/restaurant-reviews-analysis-tripadvisor
datawarehouse nlp streamlit web-scraping
Last synced: 11 May 2026
https://github.com/bladealex9848/consentlex
ConsentLex es un sistema experto avanzado diseñado para el análisis, evaluación y creación de consentimientos informados médico-legales. Esta plataforma integra la capacidad analítica de los modelos más avanzados de OpenAI con un profundo conocimiento de la normativa colombiana y estándares internacionales sobre consentimiento informado.
Last synced: 12 May 2026
https://github.com/notshrirang/budget-project-automated-testing-app
Automated Testing using Selenium
Last synced: 12 May 2026
https://github.com/jskherman/mama
Malnutrition Monitoring and Assessment System (MaMA) for tracking of various case data of malnutrition in the Philippines
data-visualization python streamlit
Last synced: 12 May 2026
https://github.com/priteshsurale/url_content_summarization
A streamlined Streamlit app for summarizing webpage content. Users can enter their API key and paste a URL to generate concise summaries of the content. Ideal for quickly extracting insights from lengthy articles or reports.
groq-api llm python3 streamlit
Last synced: 12 May 2026
https://github.com/ashishpatel8736/soybean-dss
The Soybean Decision Support System (DSS) is a machine learning-powered web application that predicts soybean yield and protein content based on key agricultural parameters. Farmers, researchers, and agronomists can use these insights to optimize productivity and enhance crop quality.
algorithms app machine-learning python streamlit
Last synced: 12 May 2026
https://github.com/priyanshu7639/data_visualization_dashboard
An Interactive data visualization tool that combines traditional plotting capabilities with modern AI assistance. It allows users to create and modify visualizations through natural language commands, making data exploration accessible to users of all skill levels.
business-analytics data-analysis data-engineering data-exploration data-science data-visualization datapreprocessing datascience interactive-visualizations matplotlib plotly plotting python research-tool streamlit
Last synced: 12 May 2026
https://github.com/vicnesterenko/video-manipulation
video manipulation ml app
moviepy riffusion streamlit video-app
Last synced: 12 May 2026
https://github.com/Himank-Khatri/ClassiFlow
A web app that automates tedious data preprocessing and machine learning model testing.
exploratory-data-analysis machinelearning preprocessing-data python streamlit vizualization
Last synced: 13 May 2026
https://github.com/ayushshivam48/weapondashboard
ARMORY DB is a high-performance tactical data visualization tool built with Python and Streamlit. It simulates a military-grade "Heads-Up Display" (HUD) for analyzing firearm specifications, ballistics, and logistical data.
Last synced: 13 May 2026
https://github.com/parthds02/-daily-calorie-count-meal-plan-generator-
Welcome to the Daily Calorie Count Meal Plan Generator project! This Streamlit web application is designed to create personalized meal plans based on user inputs such as age, weight, gender, and calorie goals. It also allows users to download their customized meal plans as PDFs.
calories-tracker data-analysis data-science pdf-generation streamlit vscode
Last synced: 13 May 2026
https://github.com/vincenzojrs/personal-diet-plan-dashboard
Streamlit dashboard using Google Cloud Platform API and Machine Learning for dieting
Last synced: 13 May 2026
https://github.com/anto4k/flightanalysis_bigdataproject
Flight data analysis and ML prediction platform powered by Apache Spark and Streamlit.
machine-learning spark spark-sql streamlit
Last synced: 13 May 2026
https://github.com/devrihan/deepseek-code-companion
A chatbot built using Streamlit and LangChain, featuring AI-driven responses with memory management. It can assist users with coding-related queries, following predefined system instructions for concise and effective responses.
deepseek-r1 langchain ollama python streamlit
Last synced: 24 Jun 2026
https://github.com/jaweria-b/iris-flower-classification
built an Iris flower prediction app with streamlit
iris-classification python streamlit
Last synced: 13 May 2026
https://github.com/0x03c1/streamlit-escola
Aplicação interativa desenvolvida em Python e Streamlit para apoiar análises pedagógicas, elétricas, civis e financeiras no planejamento de uma escola pública sustentável
Last synced: 13 May 2026
https://github.com/roshk01/money_mind_ai
AI-powered app to predict stock prices for the next 7 days using XGBoost and real-time data.
data-visualisation deployment linear-regression model-evaluation-metrics streamlit xgboost-regression
Last synced: 13 May 2026
https://github.com/adityakarippadathudai/diabetes-risk-prediction
Diabetes detection app
data-engineering ml random-forest-classifier streamlit
Last synced: 11 Jun 2026
https://github.com/akshay-kalekar/binary-tree-representation
Got frustrated with drawing binary tree each time i solved BT question so here my way out
binary-tree python3 streamlit visualization
Last synced: 13 May 2026
https://github.com/rohitdusane/stock-price-prediction-simple-rnn
This repos demonstrates building a **Simple RNN** in Keras to forecast future values of a multivariate time series, specifically stock prices from NSE.
deep-learning keras-neural-networks rnn stock-price-prediction streamlit time-series-forecasting
Last synced: 13 May 2026
https://github.com/beloveddie/legal_contract_analyzer
The Legal Contract Analyzer is an AI-powered tool that simplifies legal documents by summarizing, explaining, and detailing their contents. It supports PDFs and DOCX files, generates an initial analysis, and offers a conversational chat interface for deeper exploration. Built with Cohere and Streamlit.
ai cohere-ai genai genai-usecase llm streamlit
Last synced: 13 May 2026
https://github.com/victoralves08/teoria_da_computacao-afd_afn
Este projeto implementa um sistema para manipular Autômatos Finitos Determinísticos (AFD) e Autômatos Finitos Não-determinísticos (AFN). Ele permite a conversão, simulação e minimização de autômatos, demonstrando a equivalência entre AFN e AFD, assim como a manipulação de uma Máquina de Turing, possibilitando a verificação de palavras em linguagem.
automata python3 streamlit theory-of-computation turing-machine
Last synced: 14 May 2026
https://github.com/drankush/keychat
KeyChat: A Multimodal Chat Client with Streamlit
chatgpt client dalle-2 llm multimodal openai python streamlit vision-api
Last synced: 14 May 2026
https://github.com/abu14/cancer-prediction-with-streamlit
This project showcases the integration of machine learning and interactive visualization to solve real-world problems in healthcare such as Breas Cancer detection.
pandas sklean-classifier streamlit
Last synced: 14 May 2026
https://github.com/sam0per/streamlit-release
Demonstrating the new features in Streamlit
Last synced: 14 May 2026
https://github.com/pallaprolus/metrisight
Lightweight metric anomaly detection dashboard for developers (AIOps)
aiops anomaly-detection devops metrics monitoring observability open-source prometheus streamlit time-series
Last synced: 12 Jun 2026
https://github.com/ranjithguggilla/species-report-quality-assistant-demo
Image-assisted reporting QA — species suggestions, photo quality checks, review triage (public-data-safe).
citizen-science computer-vision fisheries marine-science opencv prototype public-data python pytorch streamlit
Last synced: 13 Jun 2026
https://github.com/ranjithguggilla/artificial-reef-fisheries-data-qa-reporting-pipeline
Reef survey data QA and reporting pipeline — validation, coverage analysis, export-ready datasets.
citizen-science data-quality fisheries geospatial marine-science prototype public-data python streamlit
Last synced: 13 Jun 2026
https://github.com/ranjithguggilla/tarpon-snook-flounder-habitat-explorer
Public-data-safe Streamlit geospatial habitat prioritization demo for tarpon, snook, and Southern Flounder.
flounder geopandas geospatial habitat-modeling snook streamlit tarpon
Last synced: 13 Jun 2026
https://github.com/smmariquit/typhoonomics
Typhoonomics — Streamlit web app for analyzing the economic impact of typhoons on Philippine provinces, combining meteorological forecasts with geographic and economic data.
data-science disaster-risk economics geospatial pandas philippines python streamlit typhoon
Last synced: 14 Jun 2026
https://github.com/chahiriabderrahmane/travel_agent
A class assignment about building an agent that assists users in finding information about their destination (flight availability, estimated budget, weather, etc.), based on mcp logic.
docker fastapi groq langchain mcp serpapi streamlit
Last synced: 15 Jun 2026
https://github.com/wdopen-nk/rag-ai-agent
A scalable Retrieval-Augmented Generation (RAG) AI agent powered by Qdrant vector search, OpenAI, and FastAPI — featuring async workflows with Inngest and an interactive Streamlit UI.
fastapi inngest openai openai-api qdrant qdrant-vector-database streamlit
Last synced: 16 Jun 2026
https://github.com/bernardonogueira8/inventario
Este projeto agiliza a realização de cruzamentos de dados frequentemente utilizados durante o inventário, proporcionando eficiência na gestão de recursos, redução de custos e aumento da produtividade.
Last synced: 17 Jun 2026
https://github.com/bcorfman/bfs
A non-trivial DevOps project example using breadth-first search to find a path through a grid map. Webpage deployed with Streamlit Cloud.
cicd cloud codespaces devops github-actions map-search pathfinding pathfinding-visualizer poetry pytest python search streamlit
Last synced: 17 Jun 2026
https://github.com/tirthpatel1020/loan-default-risk-prediction
Explainable ML system for loan default prediction integrating cybersecurity-inspired behavioral features. 99.43% ROC-AUC. Master's thesis project.
credit-risk cybersecurity data-science loan-default machine-learning shap streamlit xgboost
Last synced: 18 Jun 2026
https://github.com/shantoroy/attacker-belief-update
This app can fingerprint Operating Systems using Bayes Net and Machine Learning as well as can simulate an Attacker's Intuition.
bayesian-inference docker python streamlit
Last synced: 19 Jun 2026
https://github.com/joaoAPina/Tibia-Loot-Split
Aplicativo em Python com Streamlit para dividir o loot de caçadas em grupo no Tibia, facilitando a distribuição justa dos lucros e custos.
Last synced: 20 Jun 2026
https://github.com/aung-khantkyaw/zero-to-python-developer
Zero to Python Developer - Code . API . DATA VIZ - Master Python, Build a flask API and create interactive dashboards - All in one bootcamp.
Last synced: 20 Jun 2026
https://github.com/shivah12/webscrapper-python
AI-Powered Web Scraper built with Streamlit that extracts tables, headings, and rows from any webpage. Users can input a URL and data type, visualize results, and export to CSV. Powered by BeautifulSoup, and Pandas.
beautifulsoup matplotlib python3 streamlit webscraping
Last synced: 20 Jun 2026
https://github.com/trungbac11/football-etl-pipeline
This is my mini project about building an End-to-end data pipeline for European football analytics. This project transforms raw football statistics into actionable insights, powering a web application for match search and analysis.
dagster dbt docker-compose etl-pipeline minio mysql postgresql streamlit
Last synced: 22 Jun 2026
https://github.com/sudharsansaravanan/personaai-frontend
A lightweight AI assistant powered by Groq’s LLaMA 3 model, built with Streamlit and served via FastAPI. It answers both general questions and personal questions using details from my resume. Replies naturally in the first person, so it feels like you’re chatting with me.
streamlit streamlit-application
Last synced: 22 Jun 2026
https://github.com/anshulkumar001/diabetes_prediction_system
Diabetes Prediction System
deep-learning diabetes-prediction machine-learning matplotlib model nampy python seaborn streamlit tensorflow
Last synced: 22 Jun 2026
https://github.com/aliceheiman/morse-trainer
An interactive web app to help you learn and practice Morse Code.
Last synced: 23 Jun 2026
https://github.com/aytaditya/exploring_langchain
This application uses AI to generate creative restaurant names and menu items based on the chosen cuisine. It's perfect for brainstorming unique names for your restaurant business or just for fun!
generative-ai jyputer-notebook langchain python streamlit
Last synced: 24 Jun 2026
https://github.com/gabrielmahia/nyumba-ai
🏠 Kenya housing and real estate AI — land prices, title deed verification, rental market analysis, and tenant rights
ai housing kenya real-estate streamlit swahili
Last synced: 24 Jun 2026
https://github.com/gabrielmahia/elimu-stats
📚 Kenya education statistics toolkit — NEMIS data analysis, school mapping, and learning outcome trends
data-science education kenya nemis streamlit
Last synced: 24 Jun 2026
https://github.com/gabrielmahia/mzigo-ai
📦 Kenya trade and customs AI — import/export guidance, KRA customs, duty calculator, and SME trade tools
ai customs import-export kenya streamlit swahili trade
Last synced: 24 Jun 2026
https://github.com/gabrielmahia/mifugo-ai
🐄 Kenya livestock advisory AI — animal health, breed selection, feed management, and market prices for pastoralists
agriculture ai kenya livestock streamlit swahili
Last synced: 24 Jun 2026
https://github.com/gabrielmahia/afya-ai
AfyaAI — Kenya health AI assistant. NHIF contributions, hospital finder, maternal health guide, and health rights under the Constitution. Free. EN/SW.
africa ai east-africa gemini health kenya kiswahili maternal-health nhif streamlit
Last synced: 24 Jun 2026