Quartalis AI Ecosystem

A full AI ecosystem that knows the business like a co-founder. Combines Qdrant vector search (53K+ chunks with hybrid BM25 + dense retrieval), FalkorDB knowledge graph (86 nodes, 83 edges), mem0 persistent memory (335+ memories), and session handoff agents. Every conversation builds on the last. The system ingests legal documents, project files, emails, and conversation history to provide contextually rich responses.