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;
S…
Watch on YouTube ↗
(saves to browser)
DeepCamp AI