Docker, Testing, Git, Kubernetes, development frameworks and tools, RAG systems, vector databases, knowledge retrieval systems, Autogen, Advanced Python programming, NLP techniques, RAG pipelines, agent alignment, semantic search, LangChain, embedding models, information retrieval concepts, Anthropic, safety considerations, prompt engineering, Crew.ai SK, LLM optimization techniques, async programming, OpenAI