Welcome to UnfoldAI 🚀; here, you will find articles, strategies, and tutorials for building production-grade AI systems
My name is Simeon Emanuilov, and I am the author behind this website. Check my background on LinkedIn.
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Lessons from Google’s Gemini – the complex landscape of AI development
Developing machine learning systems presents various challenges in the ever-evolving domain of artificial intelligence. Google’s recent endeavor with the image…
IVFFlat or HNSW index for similarity search?
Vector search engines and indexing strategies have revolutionized the way we query data in large databases, enabling far more efficient…
pgvector: a great extension transforming PostgreSQL to a vector database
Traditional analysis methods fall short in a world increasingly dominated by unstructured data, from the movies we binge to the…
Multi-cloud in Machine Learning systems design
The proliferation of machine learning (ML) technologies has seen a significant transition towards cloud-based solutions, offering scalability, flexibility, and a…