Over the past year, AI developers have relied on the React (Reasoning + Acting) pattern – a simple loop where an AI thinks, chooses a tool, and executes. But as …
Tag:
Loops
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AI News
How to Build a Production-Grade Agent AI System with Hybrid Retrieval, Provenance-First Citation, Repair Loops, and Episodic Memory
In this tutorial, we build an ultra-advanced agentic AI workflow that behaves like a production-grade research and reasoning system rather than a single quick call. We asynchronously ingest real web …
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Generative AI
A Coding Guide for Anemoi-Style Semi-Centralized Agentic Systems Using Peer-to-Peer Critic Loops in Langgraph
In this tutorial, we demonstrate how a semi-centralized Animoi-style multi-agent system works by allowing two peer agents to interact directly without a manager or supervisor. We show how a drafter …
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Generative AI
How to Design an Agent AI Architecture with Langgraph and OpenAI Using Adaptive Deliberation, Memory Graphs, and Reflexion Loops
In this tutorial, we go beyond simple planner, executor loops to create truly advanced agent AI systems using Langgraph and OpenAI models. We implement adaptive deliberation, where the agent dynamically …
