agentsllmtools
Agent tool use and function calling
Giving LLMs access to external tools via function calling, MCP, structured schemas — the atoms of agentic behaviour.
Уровни глубины
L0Intro~2ч
Calls OpenAI function_call with a weather tool.
L1Basics~10ч
Defines JSON schemas; handles tool loops with retries; passes tool output back.
L2Working~15ч
Builds MCP servers / clients; designs tool catalogues; safe execution sandboxes.
L3Advanced~25ч
Evaluates tool-use (τ-bench, ToolBench); tool retrieval for large catalogues.
L4Research~50ч
Trains tool-use models (Toolformer, Gorilla); meta-learning across tool APIs.