Welcome to UnfoldAI 🚀; here, you will find articles, strategies, and tutorials for building production-grade ML systems
My name is Simeon Emanuilov, and I am the author behind this website. Check my background on LinkedIn.
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Semantic search vs Vector search — Unfolding the complexity of modern information retrieval
In the era of data explosion and advanced AI technologies, the way we search for and retrieve information has evolved…
Django Rest Framework — ViewSets vs Views for API development
Django Rest Framework (DRF) offers two main approaches for building APIs: ViewSets and Views. Both have their strengths and use…
ColPali — Revolutionizing multimodal document retrieval
In the rapidly evolving landscape of artificial intelligence and information retrieval, a groundbreaking model called ColPali has emerged, promising to…
Simple and cost-effective PostgreSQL backup strategy — Combining Docker, rclone, S3, and Telegram notifications
In the ever-evolving landscape of web development, maintaining a reliable backup strategy for your database is crucial. This article explores…