What is Semantic Searching? (NLP Concepts)
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Summary:
In this video, we learn about semantic searching and vector databases. We learn about how they work and why they are important. We also learn about how they relate to keyword-based searching.
Model for Vectorization: https://huggingface.co/sentence-trans...
Python Libraries to Know
TxtAI: https://github.com/neuml/txtai
Annoy: https://github.com/spotify/annoy
Transformers: https://github.com/huggingface/transf...
Weaviate: https://github.com/weaviate/weaviate
App Demos;
Semantic Shakespeare: https://streamlit.as.uky.edu/semantic... (built with Streamlit and TxtAI)
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