Hands-on Vector Databases: From Embeddings to Similarities & Applications

Welcome to the recorded session of our recent meetup event that delved deep into the world of embeddings and vector databases. In this insightful video, we began the evening by setting a solid foundation with a discussion on embeddings and vector similarities, before exploring the exciting realm of vector databases.

We'll explore some of the prominent databases presently in use, including Pinecone, Weaviate, Faiss, and Chroma. The conversation took an engaging turn as we transitioned into a hands-on session. Here, we worked through some sample code that generates embeddings, pushes them into a Pinecone database, and checks similarities for new data, thereby demonstrating the practical applications of these concepts in real time.

The discussion was both enlightening and interactive, truly a must-watch for anyone interested in expanding their understanding in this field.

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Presenter Info:
  / anton-vasilescu