Interactive demos showcasing the capabilities of the mdb-engine framework — from cognitive memory to graph-powered knowledge retrieval.
Cognitive memory showcase: Ebbinghaus decay, flashbulb memory, GraphRAG, bucket isolation, conflict detection, cold storage, and memory analytics.
Open demo →AI-powered app generator: describe what you want to build and get a complete mdb-engine project — manifest, routes, models, templates, Docker — with security validation and self-healing.
Open demo →Can an LLM reverse-engineer text from its embedding vector? Watch Gemini try to crack OpenAI embeddings in real-time using iterative guess-and-check.
Open demo →How MongoDB quietly built the ultimate AI platform. From the JSON epiphany through the ecosystem, Atlas, AI memory, to the vault. Press Play and let the story unfold.
Open demo →Polyglot persistence in action: MongoDB as the durable source of truth, CDC Change Streams syncing to a LadybugDB graph in real-time. Parse real code, watch the data flow, benchmark each engine at what it does best.
Open demo →Interactive org chart with pan, zoom, expand/collapse, and employee detail modals. Powered by a plug-and-play JSON data source.
Open demo →Local-first MongoDB engine powered by WiredTiger B-Trees. Full MQL queries, aggregation pipelines, index management, and bidirectional sync to Atlas — all running in-process with zero network.
Open demo →