https://datatweets.com/courses/generative-ai/building-ai-agents/Recent content in Building AI Agents on DATATWEETSHugoenCopyright (c) 2025 DatatweetsSat, 27 Jun 2026 09:00:00 +0200https://datatweets.com/courses/generative-ai/building-ai-agents/lesson-1-what-makes-an-agent/Fri, 14 Nov 2025 09:00:00 +0200https://datatweets.com/courses/generative-ai/building-ai-agents/lesson-1-what-makes-an-agent/An agent is a model in a loop with tools, deciding its own steps until a goal is met. Learn the think-act-observe cycle, how agents differ from scripted workflows, and see a real agent chain two tools on its own.https://datatweets.com/courses/generative-ai/building-ai-agents/lesson-2-the-agent-loop/Fri, 14 Nov 2025 09:00:00 +0200https://datatweets.com/courses/generative-ai/building-ai-agents/lesson-2-the-agent-loop/Turn a single model call into an agent. Write a reusable agent loop that checks the stop reason, executes requested tools, feeds results back, and repeats until end_turn — with a max-steps cap so it can never run away.https://datatweets.com/courses/generative-ai/building-ai-agents/lesson-3-giving-agents-memory-and-tools/Fri, 14 Nov 2025 09:00:00 +0200https://datatweets.com/courses/generative-ai/building-ai-agents/lesson-3-giving-agents-memory-and-tools/Make retrieval a tool the agent chooses to use, instead of always forcing it. Back a search_docs tool with a vector database, let the agent decide when to call it, and keep conversation memory so follow-up questions just work.https://datatweets.com/courses/generative-ai/building-ai-agents/lesson-4-planning-and-multi-step-tasks/Fri, 14 Nov 2025 09:00:00 +0200https://datatweets.com/courses/generative-ai/building-ai-agents/lesson-4-planning-and-multi-step-tasks/Real tasks need more than one step. Use a system prompt to encourage the agent to plan and use tools, give it a multi-step goal, and watch it chain several tool calls — then learn the practical limits of agent planning.https://datatweets.com/courses/generative-ai/building-ai-agents/lesson-5-guided-project-research-assistant/Fri, 14 Nov 2025 09:00:00 +0200https://datatweets.com/courses/generative-ai/building-ai-agents/lesson-5-guided-project-research-assistant/The capstone: combine the agent loop, multiple tools, a vector-database search tool, memory, and a planning system prompt into a research assistant that decides which tools to use, chains them across steps, and answers real multi-step questions from your docs.