Java, Python, LangChain, hybrid semantic retrieval, microservices-based architecture, multi-agent orchestration, tool use, knowledge architecture, LangGraph, vector stores, RAG, grounding, embedding strategy, agentic frameworks, Memory, planning, agent collaboration, reasoning loops, MCP

Erp, MLops, Software Engineering, LangChain, CrewAI, LLMOps, AutoGen, Google ADK, CRM, Scm, Wms, Agentic AI systems, LLM-driven autonomy, Multi-agent systems, AI architecture, Distributed AI systems