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Chipling - A visual discovery engine built on concepts, not keywords

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A digital ocean for the curious. Explore high-dimensional vector spaces and discover inspiration not by keywords, but by concepts.

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meet sonawane
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he internet was indexed by text. But human inspiration isn't textual—it's visceral. It's a color, a shape, a feeling. When you search for "modern living room," you get what the SEO algorithms deciding is "modern." You get the average. You get the generic. We believe discovery should be serendipitous, not algorithmic. It should feel like wandering through a museum, not querying a database. hipling is a visual discovery engine built on concepts, not keywords. We use high-dimensional vector embeddings to understand the soul of an image. When you drop a "Chip" into our ocean, we don't look for matching tags. We look for matching vibes. We find the connections that are invisible to the naked eye but obvious to the creative soul.