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Tool use β€” how language models reach beyond text

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May 6, 2026
8:07

A clear, technical intro to tool use and function calling β€” JSON schemas, structured output, multi-step calls, parallel calls, error handling, and the MCP standard. β–Ά Watch the full series in order: https://www.youtube.com/playlist?list=PL3k41AsXtY9vSBXqvUU7T_QIfV1SZN5NT πŸ“š New here? Start at episode 1: https://www.youtube.com/watch?v=GsKplQ_5Pak Concept Stack β€” one AI concept a day, each one stacks on the last. We're building the framework for AI, together. Subscribe: https://www.youtube.com/@conceptstackai Chapters: 0:00 Hook 0:36 Passive vs active retrieval 1:13 How tool use actually works 2:03 Structured output β€” the answer to both questions 2:54 The schema is a prompt the model reads 3:40 Multi-step and parallel calls 4:26 When tools fail 5:10 The five tools every agent has 6:25 MCP β€” the universal tool standard 7:08 Tools + loops + planning = agents 7:48 Outro

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Tool use β€” how language models reach beyond text | NatokHD