"Embeddings: What they are and why they matter" - Simon Willison (PyBay 2023)

Simon Willison
pybay.com/speakers/#sz-speake...
Embeddings are a Large-Language-Model-adjacent technology that allow data such as text or images to be represented as an array of floating point numbers, representing a location in a weird, multi-dimensional space.
They are surprisingly powerful. Embeddings can be used to implement semantic search, find related content and even build text search against image data.
I'll explain how they work, show you how to use them and teach you how to build weird and wonderful things with them that you couldn't build any other way.
PyBay features the most influential speakers presenting the most crucial technologies to help beginners and seasoned developers alike get up-to-date quickly, in a single-track format. Whether you’re interested in web technologies, data, devops, Python internals, or performance, PyBay will help you stay on top of your game AND network with engineers at companies that are hiring!
Working remotely and want to meet your teammates to boost team cohesiveness? Leverage the platform we’ve built. There are great talks, yummy food, fresh air, vitamin D... all the elements developers crave for these days. If there are talks that don’t interest your team, take the opportunity to talk to speakers, create your own team activities or book a tee-time at the adjacent miniature golf course!
PyBay is the regional Python conference for the San Francisco Bay Area, bringing together Pythonistas from around the Bay Area and beyond. It is a volunteer-run organization dedicated to building a stronger Python community. PyBay offers deep-dive talks and networking opportunities that aim to enrich and empower the Python community. PyBay is part of BAPyA (Bay Area Python Association). BAPyA member organizations are the SF Python, Pyninsula, and BayPIGgies meetups.
Produced by NDV: / @nextdayvideo
Sun Oct 8 14:00:00 2023 at Bungalo East

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  • @fburton8
    @fburton89 ай бұрын

    Today I learned a new concept: frightening faucets. (They go tap, tap, tap in your bathroom.)