Neural Web Research with Persistent Knowledge Memory

web-retrieval- performs neural web search via Exa with tiered fetch (Exa, local browser, Firecrawl) to gather live web content with provenance; /memory stores findings in a persistent knowledge graph. The builds a continuously enriched research knowledge base that accumulates context across sessions, enabling longitudinal research workflows.