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

Template for a new generative ai project using uv, nicegui, fastapi, llms (cloud & local with litellm and ollama, cpu/gpu) and langfuse for llm observability

🚀 Production-ready template for building AI applications with Pydantic AI, FastAPI, PostgreSQL, Redis, LiteLLM, and comprehensive monitoring. Includes admin panel, CI/CD, testing, and observability out of the box.

production-ready FastAPI template with Docker, CI/CD, observability, and one-click deployment to Render or Koyeb.

🚀 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

Production-ready, FastAPI-native LDAP authentication and authorization. Async-first, secure by default, with pooling, caching, observability, and Kubernetes-friendly design.

A comprehensive toolkit for building, deploying, and managing AI agents using LangGraph, FastAPI, and Streamlit. It provides a production-ready framework for creating conversational AI agents with features like multi-provider LLM support, streaming responses, observability, memory and prompt management.

FastAPI service with Clean Architecture, Dishka DI, async SQLAlchemy 2.0, JWT (RS256), Alembic migrations. Redis-backed rate limiting. Dockerized observability: Loki + Promtail + Grafana. OAuth2 password flow, /api/v1 endpoints. Runs via docker compose profiles.

🚀 Production-ready AI agents framework. Fork → Deploy → Ship in minutes. Multi-agent patterns, FastAPI backend, observability with Opik. Built with Google ADK or Langgraph. MIT License.

this is a observability dashboard grafana for fastapi

FastAPI-based boilerplate for building LangGraph-powered agents with streaming, observability, and modularity in mind.

FastAPI app template with SQL Alchemy & Alembic, async tests and a fullstack observability setup.

Enterprise-grade Data Platform for NYC Taxi Analytics. Orchestrated with Airflow (Astro) & dbt, served via FastAPI & Power BI. Features Medallion Architecture, Data Quality Observability (Slack), and Star Schema modeling.

Elastic Launch Demo — Full-stack observability demo with FastAPI, OTLP telemetry, and Elastic Agent Builder

Reference AI platform for architects — FastAPI gateway integrating RAG, Agents, and MLflow with audit logging, FinOps metrics, RBAC, and Grafana observability.

A hybrid system combining Legal RAG for Vietnamese law retrieval with an AI-powered observability agent for monitoring and analyzing system health. Built with FastAPI, Airflow, MongoDB, Redis, Qdrant, Kubernetes, and LLMs, deployed on cloud with Helm & ArgoCD.

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

A primer on FastAPI app with cloud observability stack (OTEL, Grafana, Zipkin, Loki, Prometheus)

Production-ready observability stack for FastAPI running in Docker — metrics, logs, traces, and profiles with a single command

Full-stack pantry & recipe assistant: FastAPI/React app with LLM recipes, dietary enforcement, DPO feedback loop, observability, and automated model registry/validation.

Zero-config metrics and observability for FastAPI apps targeting indie devs, startups, and no-code platforms. No Prometheus/Grafana infrastructure required.

A modern FastAPI template for building AI-powered chat applications with GraphAI. Features streaming responses, Docker deployment, and OpenTelemetry observability out of the box.

Production-grade, multi-tenant chat service with FastAPI + WebSockets, OpenAI/Anthropic orchestration, semantic caching, and K8s/IaC deployment, Includes observability (Prometheus/Grafana/Jaeger), FinOps cost tracking, and DR runbooks.

Agentic RAG lab with FastAPI + Streamlit: document ingestion to Chroma, LangGraph routing (direct/retrieve), Ollama LLM/embeddings, LLMOps observability via Langfuse + Ragas eval, optional Postgres memory, Keploy replay tests, CI.

Tony Soprano AI: A conversational agent built by fine-tuning Microsoft Phi-3 via LoRA. Features a FastAPI backend, GKE cloud deployment with auto-scaling (HPA), and full-stack observability using Prometheus and Grafana for production-grade ML.

This repository provides a guide and code examples for instrumenting FastAPI microservices with OpenTelemetry for distributed tracing and observability.

A production-ready FastAPI application with full observability using Prometheus, Grafana, Loki, and Tempo. This stack provides metrics, traces, and logs for your FastAPI service, enabling you to monitor, debug, and analyze your application in real time.

Production-ready RAG system with FastAPI, PGVector, LLMs (OpenAI/Cohere/Ollama), and full observability.

Enterprise-grade Retrieval-Augmented Generation (RAG) system with FastAPI, FAISS, reranking, caching, observability, RAGAS evaluation, and Docker.

FastAPI-SRE-App is a production-grade microservice template designed for Site Reliability Engineering (SRE) practice. It includes key features such as structured observability (Prometheus, OpenTelemetry), CI/CD readiness, SLO tracking, and clean architecture using FastAPI, ClickHouse, Redis, and Kafka.