Instrument your FastAPI with Prometheus metrics.

Observe FastAPI app with three pillars of observability: Traces (Tempo), Metrics (Prometheus), Logs (Loki) on Grafana through OpenTelemetry.

Prometheus exporter for Starlette and FastAPI

A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.

FasAPI + Prometheus + Grafana! :tada:

A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit

implement RED metrics in fastapi integrate with Prometheus and Grafana

Prometheus middleware for Starlette and FastAPI

This project demonstrates the integration of FastAPI, SQLModel, PostgreSQL, Redis, Next.js, Docker, and Docker Compose, showcasing essential API features like rate limiting, pagination, logging, and metrics using Prometheus and Grafana.

AI-powered book-writing system that converts ideas into full manuscripts in hours with multi-agent collaboration, real-time streaming, and built-in cost control. Tech Stack: FastAPI · PostgreSQL · Redis · Next.js 14 · Tailwind/shadcn · CrewAI · LiteLLM · GPT-5 / Claude / Gemini · Docker · Kubernetes · Prometheus + Grafana · GitHub Actions CI/CD

An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastAPI, Kubernetes, MLflow, DVC, Prometheus, and Grafana.

FastAPI with async/await background tasks (ARQ, SAQ, FastStream, Celery) + Prometheus + Grafana

🚀 Production-grade FastAPI template • JWT auth • Rate limiting • Async PostgreSQL & Redis • OpenTelemetry observability (Prometheus, Grafana, Tempo) • Alembic • Docker • Gunicorn + Uvicorn • Async Ready • RFC-Compliant API Responses • Enterprise Security Patterns

FastAPI-based project integrating Prometheus and Grafana for monitoring and enhanced with AI-driven recommendation capabilities.

Production NLP MLOps news classifier with TF‑IDF baseline and PyTorch TextCNN, evaluation gates, FastAPI dashboard, drift checks, CI/CD, Docker, Kubernetes (minikube) and Prometheus metrics.

FastAPI, React, Prometheus, Graphana, Graylog example app

社保智答（SocialWise）是一个实时智能语音问答机器人，专注于社会保障与福利服务。基于通义千问大模型和科大讯飞语音包，系统支持语音识别（ASR）、语音合成（TTS）和智能问答，结合已有FAQ和文档，通过RAG技术提供精准回答。原始文档与生成QA对分离，可信QA对经人工确认后优先使用。采用PostgreSQL、Milvus和FastAPI，部署于本地服务器，使用Prometheus监控，验证语音交互和问答准确性。项目旨在提升政务服务效率，未来可扩展至多模态和其他领域。

High-performance FastAPI server implementing Model Context Protocol (MCP) for seamless integration with Large Language Models (LLMs). Built with modern stack: FastAPI, Elasticsearch, Redis, Prometheus, and Grafana.

Scalable & Secure FastAPI-based Ratings API 🚀 REST API with JWT authentication, role-based access control (RBAC), PostgreSQL, and CI/CD. Includes monitoring (Prometheus, Grafana), security scanning, and optimized DB performance. Containerized with Docker and ready for scalable deployment.

App using Python FastAPI + Mongo + Docker + Elastic + Logstash + Grafana + Prometheus + github actions + Kubernetes (K8)

🐍📊 Python Backend app (FastAPI) with MongoDB. Dockerized Logging (ELK) and Monitoring (Prometheus, Grafana) structures

🚀 A fast, minimal Prometheus middleware for FastAPI — no multiprocessing, no env config, no body reads. Just clean, efficient metrics.

Full Stack for Fastapi, Celery, PostgreSQL and Prometheus

Async FastAPI microservice for crypto arbitrage detection with DB, Prometheus & Telegram alerts.

Seamless instrumentation of tracing, logging, and metrics in FastAPI and Starlette applications, using opentelemetry, structlog, and prometheus-client.

A FASTAPI example app, using a MySQL DB and providing features like: Authentication, versioning, monitoring, cron, permissions... The API and the DB are containerized, monitoring through Prometheus/Grafana and the whole project is accessible through a single gateway endpoint based on nginx reverse proxy feature

NetworkSpark – Social media-style app with a FastAPI backend and React frontend, deployed on AWS via Terraform and GitHub Actions, with monitoring using Prometheus and Grafana.

Repositório ensinando como implementar um coletor de métricas Prometheus em um sistema com FastAPI.

Cloud-native observability pipeline with FastAPI, Kubernetes, Prometheus and Grafana

fastapi + prometheus + grafana 💣