Data layer
Data layer
Memory, RAG, and providers — where the agent reads and writes.
Three substrates every agent touches:
- Memory — chat history + vector stores + higher-order wrappers (hierarchical, encrypted, graph, personalization).
- RAG — chunk, embed, retrieve, rerank, hybrid. Six document loaders ship built in.
- Providers — LLM chat + embedder adapters (20+), plus higher-order router / ensemble / fallback.