multi-agent systems in production using LangGraph, AutoGen, CrewAI, or LlamaIndex. Function Calling & Structured Outputs...
are expected of an early-career candidate: Any hands-on exposure to LLM agent frameworks (LangChain, AutoGen, LangGraph, CrewAI...
or workflow builders including LangChain, CrewAI, or low-code tools such as Zapier or Make Experience with Model Context...
agentic frameworks (e.g., LangChain/LangGraph, AutoGen, CrewAI, LlamaIndex, or custom in-house agent loops). LLM Tooling...
AI frameworks, platforms, and tools such as: LangChain LangGraph CrewAI AutoGen ChatGPT Hugging Face AI APIs and LLM..., bias, and ethical AI Hands-on experience with Agentic AI frameworks such as LangChain, LangGraph, CrewAI, AutoGen...
Generative AI, LLMs, Agentic AI, Retrieval-Augmented Generation (RAG) AI frameworks such as Semantic Kernel, LangChain, CrewAI...
, AutoGen, CrewAI, or similar frameworks. Understanding of modern RAG and agentic AI patterns, including retrieval, chunking...
Generative AI, LLMs, Agentic AI, Retrieval-Augmented Generation (RAG) AI frameworks such as Semantic Kernel, LangChain, CrewAI...
frameworks such as LangChain, CrewAI, LlamaIndex, or similar tools. Strong understanding of the Model Context Protocol ecosystem...
experience with at least three) LangGraph / LangChain CrewAI, AutoGen/AG2, or equivalent MCP (Model Context Protocol...