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Lessons6
Microsoft Agent Framework, or MAF, provides agent abstractions and explicit workflows. An agent handles model-driven interaction and tool use; a workflow connects agents and ordinary functions through controlled paths. Microsoft describes it as the successor…
AI and LLM fundamentals
CrewAI organizes agent work around roles, tasks, and orchestration constructs such as flows. Google ADK is an agent development toolkit with agent and workflow-oriented components. Both provide reusable abstractions; neither makes a multi-agent design…
Semantic Kernel is a Microsoft ecosystem for integrating models, plugins/functions, and agent capabilities into applications. AutoGen is known for multi-agent conversation and orchestration abstractions. Their historical APIs remain relevant in existing…
The OpenAI Agents SDK provides agent-oriented building blocks for model calls, tools, handoffs, and run management. It offers a higher-level agent interface than manually processing each API response. SDK features and provider integration details depend on…
LangChain is a framework ecosystem for assembling model-driven applications. Model wrappers, prompt templates, and composable operations make integration easier. A chain is a sequence of transformations or calls; it can be fixed and does not automatically…
Interview questions6
Microsoft Agent Framework, or MAF, provides agent abstractions and explicit workflows. An agent handles model-driven interaction and tool use; a workflow connects agents and ordinary functions through controlled paths. Microsoft describes it as the successor…
CrewAI organizes agent work around roles, tasks, and orchestration constructs such as flows. Google ADK is an agent development toolkit with agent and workflow-oriented components. Both provide reusable abstractions; neither makes a multi-agent design…
Semantic Kernel is a Microsoft ecosystem for integrating models, plugins/functions, and agent capabilities into applications. AutoGen is known for multi-agent conversation and orchestration abstractions. Their historical APIs remain relevant in existing…
The OpenAI Agents SDK provides agent-oriented building blocks for model calls, tools, handoffs, and run management. It offers a higher-level agent interface than manually processing each API response. SDK features and provider integration details depend on…
AI and LLM fundamentals
LangChain is a framework ecosystem for assembling model-driven applications. Model wrappers, prompt templates, and composable operations make integration easier. A chain is a sequence of transformations or calls; it can be fixed and does not automatically…
Modules3
AI Engineering learning module
AI Engineering learning module
AI Engineering learning module