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6 articles in this category

aiagentspython

AI Agents from Scratch Part 6: Complete Agent & Best Practices (Research Report Generator)

The finale! Run your complete Research Report Generator, learn best practices, explore advanced memory strategies, and discover how to extend your agent with new capabilities.

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aiagentspython

AI Agents from Scratch Part 5: The Agent Core & Loop (Research Report Generator)

Build the brain of your AI agent! Implement the ReAct loop, system prompts, tool execution, and phase handlers that orchestrate the entire research workflow.

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aiagentspython

AI Agents from Scratch Part 4: Human-in-the-Loop Validation (Research Report Generator)

Keep humans in control of AI agents. Build checkpoints for plan approval, source selection, fact verification, and draft review—so agents stay helpful without going rogue.

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aiagentspython

AI Agents from Scratch Part 3: State Management & Memory (Research Report Generator)

Give your AI agent a memory! Learn short-term vs long-term memory, prevent context overflow, and enable agents to resume interrupted work.

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aiagentspython

AI Agents from Scratch Part 2: Building the Tool System (Research Report Generator)

Give your AI agent superpowers! Build a clean tool system with web search, content extraction, and file operations—the foundation that lets agents interact with the real world.

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aiagentspython

AI Agents from Scratch Part 1: Understanding the ReAct Pattern (Research Report Generator)

Start your journey building AI agents without frameworks. Learn the foundational ReAct pattern that powers modern agents—with a hands-on Research Report Generator example.

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