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Mapping AI Companies
Learn how to use LLM embeddings to map AI startups into interactive galaxy visualizations, enabling multidimensional search and insight into project relationships.
We know about the impact of GPUs on AI. Visual cortex is our brain’s GPU. It’s been empirically proven that people who can visualize math, solve problems faster.
So, we’re all trying to make sense of a vast number of companies and projects popping up in AI. But search gives us 1-dimensional lists.
We want spaces, landscapes, galaxies of projects to better understand what’s going on.
I’ll show a 1-day hack we did to map all YC companies into a galaxy, and the code is on GitHub. We used LLM embeddings to both facilitate querying as well as visualization.
Let’s build galaxy maps!
Maps AI startups using Python, PostgreSQL/pgvector, Streamlit, and Nginx.
AI-driven B2B platform matches companies for sales and network expansion.
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