This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, AutoGen, CrewAI, RAG, MCP, automation with n8n, and scalable agent deployment using Docker, AWS, and BentoML.
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process.env. You'll be asked to provide them before it can run.GROQ_API_KEYSERPER_API_KEYFIRECRAWL_API_KEYOPENAI_MODELNGROK_AUTH_TOKENFLASK_ENVNOTION_SECRETOPENAI_API_KEYFASTMCP_API_KEYDB_USERDB_PASSWORDDB_HOSTDB_PORTMAIL_USERNAMEMAIL_PASSWORDMAIL_FROMMAIL_PORTMAIL_SERVERADMIN_EMAIL[](https://m8ven.ai/mcp/mdalamin5-end-to-end-agentic-ai-automation-lab-zcbq47)