Vectors in AI & ML
Vectors are the foundation of modern AI. Learn embeddings, similarity search, and how to build intelligent applications.
New to AI Vectors?
Start with embeddings - the core concept behind AI's understanding of text, images, and more.
Start with Embeddings1 Fundamentals
Vector Embeddings
EssentialTurn anything into vectors for AI
8 min readWord2Vec
The breakthrough that started it all
7 min readSentence Embeddings
From words to meaning
6 min readCosine Similarity
PopularMeasure similarity between vectors
6 min read2 Infrastructure
Vector Databases
PopularStore and search vectors at scale
10 min readVector DB Comparison
Pinecone vs Weaviate vs Qdrant
8 min readVector Search Tutorial
Build your first similarity search
12 min read3 Applications
Semantic Search
Search by meaning, not keywords
7 min readRAG
HotRetrieval Augmented Generation
10 min readDimensionality Reduction
PCA, t-SNE, UMAP explained
8 min read