Agent Semantic Memory

Why it matters

Semantic memory grounds agent knowledge. RAG foundation.

The architecture

Embed facts as vectors.

Similarity search on query.

Inject top-k in prompt.

How it works end to end

Embedding model.

Vector DB.

Top-k retrieval.