0001 - FAISS for FP3

Date: 2026-04-28

Status

Accepted

Context

FP3 subsystem needs a vector database for RAG functionality.

Decision

Use FAISS as the vector storage backend.

Consequences

Positive

• Zero dependency deployment
• Millisecond-level retrieval

Negative

• Memory intensive
• No distributed support