https://datatweets.com/courses/generative-ai/tool-use-and-function-calling/Recent content in Tool Use & Function Calling on DATATWEETSHugoenCopyright (c) 2025 DatatweetsSat, 27 Jun 2026 09:00:00 +0200https://datatweets.com/courses/generative-ai/tool-use-and-function-calling/lesson-1-why-llms-need-tools/Fri, 14 Nov 2025 09:00:00 +0200https://datatweets.com/courses/generative-ai/tool-use-and-function-calling/lesson-1-why-llms-need-tools/Tool use turns a chatbot into something that can act. Understand the three limits of a text-only model and walk through your first complete tool-use round-trip.https://datatweets.com/courses/generative-ai/tool-use-and-function-calling/lesson-2-defining-tools-and-schemas/Fri, 14 Nov 2025 09:00:00 +0200https://datatweets.com/courses/generative-ai/tool-use-and-function-calling/lesson-2-defining-tools-and-schemas/A tool is only as good as its definition. Learn the three parts of a tool, see how the description decides when the model calls it, and control selection with tool_choice.https://datatweets.com/courses/generative-ai/tool-use-and-function-calling/lesson-3-the-tool-use-loop/Fri, 14 Nov 2025 09:00:00 +0200https://datatweets.com/courses/generative-ai/tool-use-and-function-calling/lesson-3-the-tool-use-loop/A single tool call is rarely enough. Build a proper loop that dispatches tools by name, handles several rounds of calls, and runs until the model is done — then meet the SDK tool runner.https://datatweets.com/courses/generative-ai/tool-use-and-function-calling/lesson-4-parallel-tools-errors-strict/Fri, 14 Nov 2025 09:00:00 +0200https://datatweets.com/courses/generative-ai/tool-use-and-function-calling/lesson-4-parallel-tools-errors-strict/Real agents must do more than one tidy round-trip. Learn to execute several tool calls from a single turn, report failures the model adapts to, and lock down arguments with strict schemas.https://datatweets.com/courses/generative-ai/tool-use-and-function-calling/lesson-5-guided-project-multi-tool-agent/Fri, 14 Nov 2025 09:00:00 +0200https://datatweets.com/courses/generative-ai/tool-use-and-function-calling/lesson-5-guided-project-multi-tool-agent/The module capstone: build a working multi-tool agent step by step — a toolbox of real functions, a name-to-function dispatcher, a loop that handles many tool calls and errors per round, a tool-aware system prompt, and a REPL — then watch one question drive more than one tool.