Awesome AI Agent Stack
Production Architectures & Reference Systems
Complete, opinionated systems worth reading end to end.
Reference architectures
Templates & starter kits
- SaqlainXoas/python-ai-deployment-guide - Production deployment of Python AI apps with FastAPI.
- GoogleCloudPlatform/agent-starter-pack - Production-ready agent templates for Google Cloud with CI/CD, evals, and observability.
- google/adk-recipes - Official sample agents built with Google's Agent Development Kit.
- vercel/chatbot - Full-featured, hackable Next.js AI chatbot template built by Vercel.
- dhirajpatra/LangGraph-RAG-Agent-Local-Kubernetes-Demo - LangGraph RAG agent demo running on a local Kubernetes cluster.
- Aryakumarjaiswal/Langgraph-notion-agent - Production-ready task agent with LangGraph, Gemini, and Notion MCP.
- suresh-vutukuri/ai-agent-portfolio - Production-grade agent patterns with eval-driven development and CI.
- lkerriso/agentic-ai-local-to-kubernetes - Deploy agents from local to Kubernetes in 10 minutes.
- isathish/agenticaiframework - Agentic AI framework with Docker and Kubernetes deployment.
- bruceherve/agno-agentic-platform-starter - Starter template for Agno AgentOS with Docker and Helm.
- idkhgxyy/fastapi_starter - Production-grade FastAPI + RAG + AI agent full-stack starter with observability.
- vstorm-co/full-stack-ai-agent-template - Full-stack AI app generator: FastAPI + Next.js, agents, RAG, auth, observability.
- CollinsNyatundo/production-ai-template - Containerized 9-layer AI/RAG template with hybrid search and OpenTelemetry.
- Arty2001/agentic-saas-starter - LangGraph + FastAPI agent layer with plan approvals, evals, and a dev console.
- HongyuFu55/agent-demo - Production-ready LangGraph agent app: auth, pgvector memory, Langfuse, metrics, evals.
- Karlsk/langgraph-deepagent-agent-paltform - Production LangGraph agent platform template with auth, evals, and Docker.
Production RAG systems
- entbappy/Build-a-Complete-Medical-Chatbot-with-LLMs-LangChain-Pinecone-Flask-AWS - End-to-end medical RAG chatbot deployed to AWS.
- singhankitsrf/AgentForge-Enterprise-Agentic-RAG - Governed multi-agent RAG platform with evals and observability.
- lalithdabilpuram01/enterprise_rag-with-GCP - Enterprise RAG app with document ingestion and vector embeddings on GCP.
- ismail-yahya/production-rag-system - Production-grade enterprise RAG system with CI pipeline.
- IBM/ai4rag - RAG templates optimization engine with evaluation metrics and search-space orchestration.
- AdilShamim8/Agentic-RAG-Platform - Evaluated, secured, observable agentic RAG platform with RBAC and audit logs.
- Daksh1308-AI-ML/Production-RAG-with-Eval-Pipeline - RAG system with eval pipeline, monitoring, and deployment architectures documented.
- jt-mchorse/rag-production-kit - Production RAG reference: hybrid retrieval, reranking, citations, telemetry, evals.
- kantik001/grounded-llm - Cited RAG platform with a 99-case eval gate, hybrid search, Helm, and multi-tenancy.
- isidhartha/formula-ai-chatbot - Full-stack AI chatbot: FastAPI, React, pgvector RAG, Redis, Docker Compose.
- revan8mata/ai-integration-rag-multi - Production-style RAG chatbot backend with auth, webhooks, and rate limiting.
- aessaputra/rag-pdf-chatbot - BYOK RAG PDF chatbot monorepo with SSE streaming and production Docker setup.
- tannguyen2k1/Chatbot-with-RAG - Multi-tenant enterprise RAG chatbot with RBAC, audit logging, and Qdrant.
Example apps & use cases