Author(s): Abi Originally published on Towards AI. A hands-on guide to making retrieval a learnable decision layer—with code, architecture, and production trade-offs. Vector search works great for “one query, one answer” workflows. But agentic AI systems retrieve multiple times across a plan — and a small miss early becomes a compounding error that derails the entire task. Adaptive Retrieval Router Architecture: Query → Router (extracts features, scores strategies) → Retriever (keyword/vector/hybrid) → Evaluator → Feedback Loop → TelemetryThe […]

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Google has launched Gemini 3 and claims it to be the most intelligent model yet, with the best reasoning, indicating significant progress in the use of AI in different modes. While previously, Gemini 3 had only restricted itself to mere language interactions, it has now entered the new era where AI not only comprehends commands but completes the entire task. This new feature is nothing short of a miracle for the developers who have been waiting for such […]

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Learn Docker by doing with five beginner-friendly projects covering hosting, multi-container apps, CI, and monitoring.

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Read Online | Sign Up | Advertise Good morning, {{ first_name | AI enthusiasts }}. The company selling the shovels in the AI gold rush just made a big move to start mining, too. With its new powerful (and fully open) Nemotron 3 models, Nvidia is giving Western developers the competitive option they’ve been missing — while ensuring they stay hooked on its hardware in the process. In today’s AI rundown: Nvidia releases Nemotron 3 open models for […]

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If you’ve built chatbots or worked with language models, you’re already familiar with how AI systems handle memory within a single conversation.

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