Planning Pattern This is all about task breakdown & strategic thinking. Instead of tackling a big request in one go, the AI creates a roadmap: – subdivides tasks
– outlines objectives Just like a project manager organizing a complex workflow.
AGENTS
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Planning Pattern: Task Breakdown and Strategic Thinking for AI
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ReAct: Combining Reflection and Tool Use for Agents
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ReAct (Reasoning and Acting) ReAct combines Reflection and Tool use patterns. Now the agent can reflect on both the LLM-generated outputs and the results of its interactions with the external world using tools. One of the most popular and powerful patterns used today.
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Tool Use Pattern: LLM Brain with Tools as Hands for Actions
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Tool Use Pattern Imagine the tool use agent as a person, with the LLM as its brain and a set of tools as its hands to take actions. By querying databases, calling APIs, and executing Python scripts, the LLM moves beyond relying solely on its internal knowledge.
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Reflection Pattern: AI Self-Critique and Iterative Refinement Cycle
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Reflection Pattern In this pattern, the AI “reviews” its own work—spotting mistakes and iterating until the final outcome is polished. Think of it like a self-critique cycle where the model refines each draft before presenting the result!
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Popular Design Patterns for Building AI Agents
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Agents allow a LLMs to repeatedly refine their output by incorporating self-evaluation, planning, and collaboration! Today, we'll understand some popular design patterns employed in building with AI agents. Let's go!
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Top 5 Agentic AI Design Patterns Clearly Explained
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Top 5 Agentic AI design patterns, clearly explained (with visuals):
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AI Tutors Transform Education with Personalized Learning Paths
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Let's assume this study isn't 100% precise, however it still suggests what makes intuitive sense: AI tutors are the future of education – way more productive than schools with 30 kids, books you can't ask questions to, and no custom learning paths. I believe learning with AI
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Google Agentspace: Bringing AI Agents to Enterprises
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Bringing AI Agents to Enterprises with Google Agentspace | Google Cloud Blog https://
bit.ly/3ZTZ1pg
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
High Agency Individuals Thrive in the AI Era
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If you’re a high agency person, there’s never been a better time to be alive.
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Take Responsibility Preserve Personal Agency
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Blame yourself for everything, and preserve your agency.