Verdict: switch. See docs/research/langchain-pgvector-vs-litellm-pgvector.md for full reasoning, LOC comparison, and a concrete replacement service spec. Research/doc only — no compose/config/vendor changes. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>