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Insights and perspectives on AI research, development, and applications in the African context.

Understanding Embeddings: The Hidden Power Behind Language Models

Oct 27, 2024

Large Language Models like GPT, Claude, and Gemini rely on embeddings — dense vector representations of words — to generate accurate and context-aware responses. This post explores the history of embe...

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Building Intelligent Agent Workflows with LlamaIndex, Next.js, and Qdrant

March 25, 2025

7 min read

Discover how to harness the power of LlamaIndex, Next.js, and Qdrant Vector Database to build intelligent, context-aware agentic workflows. This article explores practical techniques for integrating retrieval-augmented generation (RAG), vector search, and modern web development frameworks to create scalable AI-driven applications.

Design Patterns for Building Scalable AI Agent Workflows

March 28, 2025

8 min read

Explore essential design patterns for developing scalable and reliable AI agent workflows. This post covers strategies for task orchestration, memory management, context handling, and integration with external tools, helping developers streamline the creation of powerful agentic systems.

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