FastAPI
FastAPI is a high performance, easy to learn, fast to code, and ready for production Python 3.7+ framework. Its performance is on par with NodeJS and Go (thanks to Starlette and Pydantic). It’s intuitive and standards-based (based on API standards like OpenAPI (previously known as Swagger) and JSON Schema).
- GitHub: https://github.com/topics/fastapi
- Repo: https://github.com/tiangolo/fastapi
- Created by: Sebastián Ramírez
- Last updated: 2026-07-02 00:10:50 UTC
- JSON Representation
https://github.com/osint-services/focus
Gives detailed metadata on a particular social profile using a URI
fastapi microservice osint profile python python3 search searchprofile
Last synced: 02 Feb 2026
https://github.com/neemiasbsilva/kedro_orchestrate_dl_transformer_arch
A pipeline using Kedro to orchestrate the deployment of a deep learning transformer model for classifying toxic comments. This project integrates data preprocessing, model training, and deployment into a streamlined and reproducible workflow, enabling efficient handling of the toxic comment classification problem in NLP.
deep-learning fastapi grafana kedro mlflow mlops-project mlops-workflow nlp prometheus
Last synced: 17 Feb 2026
https://github.com/kitsuya0828/image-processing-100
My solution to ryoppippi/Gasyori100knock
docker-compose fastapi mantine-ui nextjs python3 react typescript
Last synced: 04 Apr 2025
https://github.com/zion-dev1/restaurant-reviews
Let's you post your review about a fictional restaurant 😋🍽️
expressjs fastapi nlp nltk nodejs react restaurant-website review-website sentiment-classification tailwindcss typescript
Last synced: 26 Jun 2025
https://github.com/mgobeaalcoba/quasar-fire
Resolve the quasar-fire challenge in Python & FastApi
api api-rest challenge fastapi python trilateration
Last synced: 25 Jan 2026
https://github.com/chinobing/fastapi-paddlespeech-audio-to-text
FastAPI PaddleSpeech 音频录音转文字
celery fastapi ffmpeg paddlespeech python
Last synced: 12 Jul 2025
https://github.com/momegas/loggerbros
A simple logger for fastapi with integrations for many logging tools like loki and logstash.
Last synced: 16 May 2026
https://github.com/suranjitpartho/clinical-data-intelligence-system
An AI Agent for clinical data intelligence. Built with LangGraph, FastAPI, and pgvector to unify structured SQL records and unstructured clinical notes via a self-healing, schema-aware reasoning engine.
ai-agents clinical-data fastapi healthcare-ai langgraph llm pgvector postgresql rag self-healing-ai
Last synced: 22 May 2026
https://github.com/khoaguin/car-store-fasm
An AI-powered Used Car Selling Store App Written in the FASM Stack (FastAPI, Svelte and MongoDB)
ai-powered ecommerce fastapi javascript mongodb python svelte
Last synced: 05 Apr 2026
https://github.com/muthu-kumar-u/ml-cluster-model
The ml-cluster-model repository contains an experimental K-Means clustering model for research purposes. It partitions data into clusters based on feature similarity. Currently unstable and unoptimized for accuracy, it is not recommended for production use.
clustering fastapi kmeans-clustering machine-learning ml
Last synced: 18 Feb 2026
https://github.com/peterdanwan/pastryvision
PastryVision is a Computer Vision project that helps small pastry shops streamline operations, cut costs, and improve customer experience.
computer-vision-opencv fastapi machine-learning mediapipe react tailwindcss vite
Last synced: 18 Feb 2026
https://github.com/bootstrap-academy/shop-ms
The official shop microservice of Bootstrap Academy - Learn Computer Science Online
academy bootstrap-academy fastapi hacktoberfest python
Last synced: 06 Apr 2025
https://github.com/vauth/fastapi
api cloudflare-workers fastapi plugin-manager uvicorn
Last synced: 21 May 2026
https://github.com/engageintellect/pi-dashboard-docker
A live dashboard client, server, and integrated database implementation using Sveltekit, TailwindCSS, Python, PocketBase, and Docker.
daisyui docker docker-compose fastapi nginx python raspberry-pi sveltekit ubuntu uvicorn websockets
Last synced: 09 Apr 2026
https://github.com/koldim2001/test_api
API взаимодействие с моделью
api docker fastapi streamlit titanic-kaggle
Last synced: 04 Apr 2025
https://github.com/cdryampi/jobless-backend
Backend del proyecto Jobless as a Service™: API para documentar el desempleo crónico, registrar rechazos laborales, y generar insultos personalizados con IA.
backned django fastapi gpt humor-negro ia-ge mental-health nihilism rest-api unemployment
Last synced: 08 Mar 2026
https://github.com/arpitpatelsitapur/langchain-llm-apps
This repository explores the full potential of Langchain-based Large Language Models (LLMs). It covers deployment using Langserve and FastAPI, fine-tuning techniques, integration methods, and API usage with interactive documentation. Ideal for developers looking to implement scalable, efficient LLMs in real-world applications.
chatbots fastapi langchain langserve langsmith llms ollama
Last synced: 03 Feb 2026
https://github.com/rpg-dev420/onix-v2ray-collector
🚀 Smart V2Ray Config Collector | جمعآوری هوشمند V2Ray | ML + API + Monitor | Auto 6h | 1000+ configs
auto-update collector fastapi free-vpn-internet free-vpn-tool iran persian proxy shadowsocks shadowsocksr subscription subscriptions trojan v2ray vless vmess vpn
Last synced: 03 Nov 2025
https://github.com/rupeshrb/firebase_fastapi
Create login token through Firebase , FastAPI, python
fastapi firebase-auth firebase-database python
Last synced: 15 May 2026
https://github.com/jay-kabdwal/staff-attendance-app
A mobile-based staff attendance system using face recognition. Staff members can mark their attendance by entering their ID and taking a live photo. The admin can manage staff, upload training images, and view attendance records through a dedicated admin panel.
docker-image fastapi postgresql react-native
Last synced: 14 Sep 2025
https://github.com/lixuannan/computereverywhere
A app let you can connect to a super powerful computer every where at home
fastapi psutil python python3 qemu uvicorn virtual-machine vm
Last synced: 19 May 2026
https://github.com/cs-magic-open/uni-api
聚合AIGC行业主流API，支持私有化部署、分级管理、算法调度、可视化监控等
Last synced: 16 Feb 2026
https://github.com/aaroncx/forge
Forge — agentic AI orchestration platform with workspace IDE, visual blueprints, computer use, and multi-model support
agentic-ai agents ai blueprint cli computer-use fastapi gui-automation langchain llm multi-agent nextjs openai orchestration python supabase typescript workflow-automation
Last synced: 17 May 2026
https://github.com/dagiteferi/credit-scoring-model
Developing a comprehensive and effective credit scoring model for Bati Bank, leveraging data from an eCommerce platform to enable a buy-now-pay-later service for customers. This project involves understanding credit scoring methodologies, exploratory data analysis (EDA), feature engineering, model training and evaluation, and API development for re
Last synced: 16 Jul 2025
https://github.com/bobmatnyc/terminator
Remote terminal control system with AI assistance - Control tmux and iTerm2 sessions via REST API with LLM-powered intelligent assistance
ai cli fastapi iterm2 llm python remote-control terminal tmux
Last synced: 17 Jan 2026
https://github.com/bensbehchaimae/rag-qa-system
A RAG question/answering application
celery cohere fastapi llm monitoring openai python3 rag
Last synced: 01 Nov 2025
https://github.com/princetp/imageiq
ImageIQ is a FastAPI application designed to serve a machine learning model that processes text and image inputs to generate predictions. It's built to be scalable and efficient, suitable for real-time data processing.
docker fastapi pillow python uvicorn
Last synced: 10 May 2026
https://github.com/heisdanielade/api-smart-savings
FastAPI backend delivering modular REST APIs and WebSocket streams for a smart savings app with Redis caching.
alembic automation background-jobs docker fastapi group-savings pydantic
Last synced: 25 Jan 2026
https://github.com/thus/fastapi-tarpit
FastAPI middleware that purposely delays incoming connections on unused routes
Last synced: 03 Feb 2026
https://github.com/upes-open/osoc-24-the-content-forge
The Content Hub Is a online platform which acts as a all in one solution helping content creators develop and generate short form video image content utilising genai models and cloud to maximize their efficiency and benefit from the ever-growing developments in ai models
aws docker fastapi genai microservices nodejs react whisper
Last synced: 23 Oct 2025
https://github.com/fastapi-practices/fastapi_scheduler
FastAPI + APScheduler 实现任务动态管理
apscheduler fastapi fastapi-apscheduler fastapi-scheduler
Last synced: 12 May 2025
https://github.com/vaibhavpandeyvpz/starter-python
Starter template for kick-starting Python API projects.
boilerplace bootstrap fastapi poetry python sqlalchemy starter-project starter-template
Last synced: 25 Jan 2026
https://github.com/sorna-fast/fast_api_hospital
Building API for entities of a hospital
async auth fastapi passlib requests sqlalchemy streamlit
Last synced: 05 Mar 2025
https://github.com/aleksbrsc/scheduldog
An intuitive course schedule editing app
Last synced: 18 Feb 2026
https://github.com/yashksaini-coder/investo-server
Develop a scalable FastAPI backend in Python to power custom API endpoints for the Investo-Glow Next.js application. 🚀
api api-server endpoint fastapi
Last synced: 11 Apr 2025
https://github.com/team23/fastapi-module-loader
FastAPI Module handling (like Django AppConfig)
Last synced: 14 May 2025
https://github.com/VolkanSah/Securing-FastAPI-Applications
This guide covers key areas of API security, including authentication, input validation, HTTPS, and more. Each section includes examples and tools to help you apply best practices in real-world applications.
fast-api fast-api-guide fastapi guide how-to how-to-fast-api securing securing-api
Last synced: 19 Jan 2026
https://github.com/caarmen/fastapi-postgres-docker-example
Minimal example FastAPI app with Postgres, docker-compose
docker docker-compose fastapi postgresql
Last synced: 12 Apr 2026
https://github.com/rohitedathil/sentencegenerator
A website which generates sentences using markov chains.
ai fastapi hacktoberfest markov-chain python sentence-generator
Last synced: 16 May 2026
https://github.com/manugraj/xgrapher
CRU(xD) into ONgDB without any worries
fastapi graph-database neo4j ongdb poetry rest-api
Last synced: 14 Apr 2025
https://github.com/imaging-server-kit/imaging-server-kit
Deploy image processing algorithms in FastAPI servers and easily run them in Napari, QuPath, and more.
fastapi image-analysis image-processing
Last synced: 10 Jul 2025
https://github.com/subatomicerror/quantum-ml
Quantum-ML is a hybrid quantum-classical machine learning project leveraging quantum computing and AI to deliver advanced predictions and solutions through a fast API interface.
artificial-intelligence fastapi machine-learning pennylane python pytorch quantum-ai quantum-computing quantum-machine-learning
Last synced: 15 Jun 2025
https://github.com/mohammadrezaamani/lincut
Lincut is a simple yet powerful Link Shortener service built with FastAPI. It allows you to shorten long URLs into concise, user-friendly links.
fastapi link-shortener pythpn sqlalchemy
Last synced: 15 May 2026
https://github.com/tonoy30/tfml-fastapi
Serving a tf model using fastapi
fastapi image-recognition machine-learning tensorflow2
Last synced: 18 May 2026
https://github.com/khabzox/bmicalc
FastAPI project with static assets and BMI calculation endpoint, featuring a responsive HTML interface and server-side API.
api bmi-calculator fastapi python
Last synced: 01 Apr 2025
https://github.com/drcbeatz/master-theorem
Web app to evaluate the time complexity of divide and conquer algorithms using the Master Theorem and visualize the results. (Python/FastAPI/Typescript/React/Docker/AWS-Lambda/DynamoDB/Github Actions CI)
aws cd-ci chartjs docker dynamodb fastapi github-actions lambda master-theorem pytest python react severless typescript vite vitest
Last synced: 07 Apr 2026
https://github.com/hasnainyaqub/6_months_of_data_science_and_ai
A portfolio of my data science projects, including exploratory data analysis (EDA), machine learning, deep learning, and data visualization using Python, Pandas, NumPy, Plotly, Seaborn, and more.
ai data-science deep-learning eda fastapi flask machine-learning pandas plotly powerbi python pytorch scikit-learn scipy sql sql-server tableau tensorflow
Last synced: 11 Apr 2026
https://github.com/dodopayments/fastapi-boilerplate
Minimal FastAPI boilerplate for integrating Dodo Payments into your Python application.
Last synced: 28 Jun 2026
https://github.com/rui-exe/feup-oakmont
Building a stock broker web application using Apache HBase, Fast API and React js
fastapi finance hadoop happybase hbase java non-relational-database python python3 react reactjs stock-broker stock-market wide-column-database zookeeper
Last synced: 23 Jan 2026
https://github.com/arpan404/arpanbhandari.com.np
Code base of my portfolio website: https://arpanbhandari.com.np/
artificial-intelligence chatbot fastapi full-stack-web-development go graphql nextjs nodejs openai portfolio postgresql python3 redis tailwindcss tyepscript
Last synced: 15 Sep 2025
https://github.com/yougotnothing/inspace
Spot your favorite space events with ☾ Inspace✨
apollo astronomy css docker fastapi graphql html javascript nestjs python react styled-components threejs typescript vite webpack yarn
Last synced: 24 Jan 2026
https://github.com/somenath203/image-text-extractor
Click here to checkout the website
daisyui fastapi huggingface image-text-extractor next nextjs pytesseract tailwindcss vercel
Last synced: 16 May 2025
https://github.com/devbruce/fastapi-di-tpl
FastAPI with Dependency Injector Template
dependency-injector fastapi template
Last synced: 16 Apr 2025
https://github.com/Achronus/zentra
An open-source Python SDK for building FastAPI and Next.js apps faster
fastapi frontend-web-development nextjs pydantic python python-cli react-components shadcn-ui web-development
Last synced: 29 Jul 2025
https://github.com/subhojitguin/langchain-tutorial
This is my LangChain tutorial repo. This contains everything I learned in LangChain.
chatbot fastapi langchain langchain-python python3
Last synced: 30 Jan 2026
https://github.com/bitzkort/hommiestock-back
This is the backend repository of the final proyect for the Nosql course
fastapi mongodb nosql-databases python redis
Last synced: 21 Feb 2026
https://github.com/alihassanml/automated-ai-resume-screening
Automated AI Resume Screening is a web application that allows users to upload resumes and job descriptions in PDF format. The system processes these documents using AI and NLP techniques to extract skills, education, experience, and match resumes with job descriptions based on similarity scores.
bert-model fastapi machine-learning nlp python random-forest react regression typescript
Last synced: 17 Mar 2026
https://github.com/tekpeek/stockflow
Automated stock analysis platform with multi-indicator screening, real-time data processing, and microservice architecture deployed on K3s with CI/CD pipeline.
bash-scripting devops docker fastapi hacktoberfest hacktoberfest2025 kubernetes kubernetes-deployment microservice python traefik
Last synced: 07 Feb 2026
https://github.com/pmady/ingress2gateway
Convert Kubernetes Ingress objects to Gateway API resources - Web GUI and REST API
cloud-native converter fastapi gateway-api ingress kubernetes python
Last synced: 01 Feb 2026
https://github.com/epic-codebase/aws_serverless_fullstack_app
A task management AWS serverless full-stack app developed by leveraging standard / real-time development practices.
aws aws-cloudformation aws-cloudfront aws-cloudwatch aws-cognito aws-dynamodb aws-lambda ci-cd codecov curl fastapi git github-actions magnum poetry pytest python serverless-framework vue
Last synced: 26 Feb 2026
https://github.com/aryaniyaps/python-graphql-relay-todos
Fully fledged todo application using Strawberry GraphQL, FastAPI, Relay and React
fastapi graphql graphql-relay postgresql python react relay relay-modern sqlalchemy strawberry-graphql
Last synced: 22 Sep 2025
https://github.com/agust613/app_crud_rest_api
App CRUD with FastAPI and SQLite3
api application async-await backend crud css database fastapi fetch-api frontend html javascript python randomuser-api sqlite3 table tablemanager
Last synced: 15 Apr 2026
https://github.com/venopyx/apispark
A lightweight Python mini-framework for building fast, scalable APIs.
api cors developer-experience developer-tools fastapi framework library lightweight-framework microservices mini-framework open-source pypi-package python python-framework rest-api restful-api
Last synced: 08 Feb 2026
https://github.com/danger-ahead/regalia-2022-backend
Backend for Regalia'22, RCCIIT cultural fest. Handles payments, gate entries.
Last synced: 18 Apr 2026
https://github.com/enso-labs/embed
🤖 Open-source Embeddable React Chat AI Component
ai chatbot chatgpt embed fastapi langchain llm openai promptengineering
Last synced: 16 May 2025
https://github.com/arian-ott/kernreaktor
Kernreaktor — A fast, load-driven orchestration system for Proxmox containers. Secure, scalable, and optimised for intelligent resource management.
auto-scaling docker fastapi mqtt open-source proxmox
Last synced: 27 Feb 2026
https://github.com/lebrancconvas/youtuber-candidate
What if Thai Youtuber have an election event ?
fastapi personal-project python3 react side-project tailwindcss typescript web-application web-development web-programming youtube youtube-api youtuber
Last synced: 09 Apr 2026
https://github.com/ayusharma03/policemitra
🚔 PoliceMitra: AI-Powered Law Enforcement Assistance System: PoliceMitra is a web-based system designed to support law enforcement agencies by integrating advanced AI technologies. It streamlines workflows, detects weapons in crime scene media, and retrieves legal information in real-time through a powerful RAG-based chatbot.
ai docker fastapi llama3 llm ml opencv rag yolov8
Last synced: 10 Feb 2026
https://github.com/krik8235/llama-ai-agent
Fine-tuned AI agent (FM: Llama) that generates ad creatives by analyzing audience and competitors' ads
fastapi llama3-1 project python streamlit togetherai
Last synced: 11 Feb 2026
https://github.com/amine-akrout/car-price-prediction
Training and deploying XGBoost Model with MLFlow, Fastapi, Prefect, Cloud Run and github actions
ci-cd cloud-run docker fastapi machine-learning mlflow mlops prefect python
Last synced: 11 Feb 2026
https://github.com/danilichev/app-api-py
A FastAPI boilerplate for ML related applications
asyncpg docker fastapi poetry postgresql pydentic python pytorch sqlalchemy
Last synced: 27 Feb 2026
https://github.com/aadewunmi/url-shortener-fastapi-python
URL Shortener With FastAPI and Python | Tech Stack: Python 3, FastAPI, SQLite, SQLAlchemy, Uvicorn
fastapi fastapi-crud fastapi-sqlalchemy python python3 sqlalchemy sqlalchemy-orm-queries sqlalchemy-python sqlite-database swagger-ui uvicorn uvicorn-gunicorn
Last synced: 27 Feb 2026
https://github.com/taeefnajib/pantry-tracker-react-app-using-gemini-vision-pro
This app helps you automatically detect and count products in your pantry. It uses Gemini Vision Pro API. But it does not add just anything. Rather, it only consider your products.
fastapi gemini-pro-vision pantry-tracker react
Last synced: 30 Jul 2025
https://github.com/anqorithm/fastapi-helm-chart
This repository contains a Helm chart for a FastAPI application to be deployed on OpenShift clusters with minimal effort with customizable configurations.
automation cicd deployment devops docker fastapi helm k8s kubernetes oc openshift poetry python sre
Last synced: 12 Feb 2026
https://github.com/xcenweb/lex_ddd
采用DDD架构的fastapi基础框架，Ai能读懂和理解的项目结构，可用于高标准的Ai项目快速开发
ai ddd fastapi prompt python3 sqlalchemy trae windsurf
Last synced: 19 Nov 2025
https://github.com/troyan-dy/fastapi-depends
You can use your FastAPI dependencies not only in FastAPI applications
async async-await asyncio fastapi lib library pip pydantic python python-type python-types python-typing python3
Last synced: 13 Feb 2026
https://github.com/parth5757/smart_investors
Getting nse stock detail using yfinance and fastapi
fastapi nse-stock-data python reactjs yfinance
Last synced: 13 Feb 2026
https://github.com/jkanishkha0305/medibot-graphrag
GraphRag based chatbot built using LangChain and Neo4j, designed for hospital systems. The chatbot retrieves structured and unstructured data about patients, visits, physicians, insurance payers, and hospital locations. This project also explores integrating graph databases and deploying the chatbot using FastAPI & Streamlit
docker fastapi langchain neo4j openai-api rag streamlit
Last synced: 14 Feb 2026
https://github.com/oliverwebdev/ollama_interface
A Docker-based chat interface that communicates locally with an Ollama instance using React (Vite) and a FastAPI backend. Ideal for quick experiments with LLMs on your own computer.
ai chat-interface docker docker-compose fastapi llm ollama python3 react vite
Last synced: 14 Feb 2026
https://github.com/fastuator/fastuator
FastAPI production monitoring: /health, /metrics, K8s probes
actuator devops fastapi health-check k8s k8s-probes metrics microservices monitoring observability prometheus python
Last synced: 18 Feb 2026
https://github.com/zerohertz/fastapi-cookbook
💨 FastAPI Cookbook 💨
alembic argocd backend cicd codecov docker fastapi kubernetes mysql postgresql pydantic pytest python sqlalchemy sqlite sqlmodel swagger uvicorn
Last synced: 15 Feb 2026
https://github.com/thatguychandan/vidproc
A FastAPI backend for video processing, enabling upload, trimming, overlays (text, image, video), watermarking, and multi-quality generation. Features asynchronous job handling with Celery/Redis and PostgreSQL integration, all containerized with Docker Compose.
docker-compose fastapi ffmpeg python
Last synced: 04 Oct 2025
https://github.com/Neko1313/casbin-fastapi-decorator
Authorization decorator factory for FastAPI based on Casbin. No middleware, no extra dependencies in route signatures.
abac access-control authorization casbin casdoor decorators fastapi fastapi-decorator jwt middleware permissions python python3 rbac sqlalchemy
Last synced: 08 Apr 2026
https://github.com/abdallaabker/mlops_canadian_forest_fire_prediction
MLOps Zoomcamp Project
azure-cloud evidently fastapi grafana mlflow prefect
Last synced: 05 Jan 2026
https://github.com/jumpogpo/bank-manager-api
This project is a mock bank API, which utilizes FASTAPI for API development and MongoDB for data storage. It is deployed using Docker.
api bank-api docker docker-compose fastapi kmitl mongodb
Last synced: 04 Mar 2026
https://github.com/cubrid-labs/cubrid-python-cookbook
Production-ready Python examples for CUBRID — quickstarts, migration guides, templates, performance patterns
celery cookbook cubrid cubrid-database database django drizzle-orm examples fastapi flask golang gorm nodejs pandas python sqlalchemy streamlit tutorial typescript
Last synced: 01 Apr 2026
https://github.com/sakhileln/smart-meeting-companion
An AI-powered application that helps users extract insights from their meetings. 🚀
ai authentication fastapi flutter grafana kubernetes nlp openai openai-whisper
Last synced: 05 Mar 2026
https://github.com/kookmin-sw/capstone-2022-17
😎 당신의 능력, 티밍에서 펼쳐보세요!
aws dynamodb fastapi java javascript jwt python react redux-saga spring-boot
Last synced: 06 May 2025
https://github.com/josue-lubaki/traductor-api
translator of texts in different languages 🌐🔃
fastapi ibm-cloud ibm-watson traductor translation-api translation-text uvicorn
Last synced: 10 Jun 2025
https://github.com/alexisbalayre/ragdocs
An AI-powered search engine to interact with documentation using RAG and local LLMs. Privately deployable with vector search and a modern frontend.
chatbots documentation fastapi information-retrieval knowledge-base llm local-llm machine-learning milvus natural-language-processing nextjs ollama private-gpt python rag retrieval-augmented-generation self-hosted technical-documentation vector-database vector-search
Last synced: 23 Sep 2025
https://github.com/roopeshvs/reddify
A simple web utility to create Spotify playlist out of a Reddit post's comments
audio audiophile fastapi music playlist playlist-generator python reddit reddit-api songs spotify spotify-api spotify-web-api web
Last synced: 10 Mar 2026
https://github.com/sajjadhz/devops-cheat-sheet
devops cheat sheet for kubernetes, linux, docker, git, ansible, jenkins ...
ansible aws ceph django docker efk-stack elk-stack farm-stack fastapi git jenkins kubernetes linux lxc mean-stack mern-stack nodejs python terraform velero
Last synced: 03 Apr 2026
https://github.com/aj-geddes/tinaa-playwright-msp
TINAA MSP — Agent-based continuous quality platform fusing automated testing with APM. Register products, auto-generate Playwright tests, monitor Web Vitals, and gate deployments with composite quality scores.
apm continuous-testing devops fastapi mcp playwright python quality-assurance testing web-vitals
Last synced: 04 Apr 2026
