Why Do We Need Specialized Vector Databases? In the first five articles, we figured out how to chunk documents and generate embeddings. Now where do these vectors live, and how are they efficiently retrieved? You might wonder: "Can't I just store vectors in Redis or PostgreSQL?" No — traditional databases are designed for exact queries (e.g., WHERE id = 123), while vector retrieval is Approximat
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I recently built a dynamic testimonials component for my project at Coloring Maker and wanted to give it a little extra "magic." This is how I did it. The structure is quite simple. We need a main wrapper that acts as our "sky" and a series of div elements that will become our hearts. It is crucial that the main container has the position: relative; and overflow: hidden; properties. This ensures