Search

Lessons (5)

• Embeddings, Semantic Search, and RAG

  … Combine vector search with keyword search or metadata filters when they improve the task. A practical RAG pipeline …

• What to Learn in AI, and in What Order

  … 2. Math you can use: Learn vectors and matrices, probability, averages and variance, derivatives, and the idea of …

• Developer Learning Plan and Document-Assistant Capstone

  … Save it as document search.py and run python3 document search.py . python import re documents = [ {"id": "deploy …

• Database Internals, Replication and Scaling

  … relational, document, key-value, wide-column, graph, time-series, search and vector stores solve different queries. Diagnose before …

• Collaborative Document Editing & Real-Time Sync

  … out loud): spreadsheet and slide engines, full-text search, rendering and layout. 2. Back-of-the-envelope text …