What is Semantic Searching? (NLP Concepts)

Like this video, consider buying me a coffee: https://www.buymeacoffee.com/wjbmattingly 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-transformers/all-MiniLM-L6-v2 Python Libraries to Know TxtAI: https://github.com/neuml/txtai Annoy: https://github.com/spotify/annoy Transformers: https://github.com/huggingface/transformers Weaviate: https://github.com/weaviate/weaviate App Demos; Semantic Shakespeare: https://streamlit.as.uky.edu/semantic-shakespeare/ (built with Streamlit and TxtAI)