Our team in the UK is building an academic agent (PagePeek) that relies on 15+ specialized agents using the OpenAI Agent SDK. To solve context loss, we ditched Vector Stores for a PostgreSQL-backed system.
This allows strict handoffs between agents (e.g., Research -> Drafting) and supports our XML citation parsing for anti-hallucination.
