Pages tagged "rag"

2 pages tagged with rag. ← all tags

• Embeddings — How AI Turns Meaning Into Numbers Embeddings are numerical representations of text (or images, audio, video) that preserve semantic similarity. Two texts about the same topic have similar embedding vectors, even when they use different words. Embeddings are the foundational layer under semantic search, RAG, recommendation systems, and most AI applications that need to match meaning rather than match keywords.
• Context Engineering — Designing Information Flow for AI Agents How to structure tool responses so AI agents can reason effectively across multiple calls