Tool Use, Function Calling, and API-Oriented AI
Tool Use, Function Calling, and API-Oriented AI How LLMs interact with databases, APIs, calculators, CRMs, ERPs, search engines, and enterprise tools. Introduction…
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AI KNOWLEDGE CENTRE
Deep knowledge insights on technical and academic aspects of AI and related topics
68 articles
Category: AI Knowledge Centre
AI Agents in Business Processes
AI Agents in Business Processes How agents can automate sales, support, finance, HR, operations, research, and compliance workflows. Introduction Artificial intelligence is…
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Multi-Agent Systems and Agent Collaboration
Multi-Agent Systems and Agent Collaboration Agent teams, role specialization, negotiation, coordination, debate, swarm intelligence Introduction Artificial intelligence is moving from single…
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Agentic AI System Design From Tools to Autonomous Workflows
Agentic AI System Design From Tools to Autonomous Workflows Tool use, planning, memory, reflection, multi-step execution, workflow orchestration. Introduction Agentic AI is…
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Diffusion Models vs Autoregressive Models (Unified View)
Diffusion Models vs Autoregressive Models (Unified View) Score-based models, Generative paradigm comparison Introduction Generative AI in 2026 is no longer a story…
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World Models & Latent Space Planning
World Models & Latent Space Planning MuZero, Dreamer, Simulation-based reasoning Introduction Artificial Intelligence becomes truly powerful when it can do more than…
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State Space Models (S4, Mamba) & Sequence Alternatives
State Space Models (S4, Mamba) & Sequence Alternatives Linear-time sequence modelling; Transformer alternatives Introduction Modern artificial intelligence systems often need to understand…
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Mixture of Experts (MoE) Architectures
Mixture of Experts (MoE) Architectures Sparse routing; Conditional computation Introduction Mixture of Experts, or MoE, is one of the most important architectural…
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Quantization & Model Compression Techniques
Quantization & Model Compression Techniques INT8, 4-bit, Pruning, Distillation Introduction Modern AI models are powerful, but they are also heavy. Large language…
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