DIY Memory Stack Comparison
This page has been intentionally reduced to avoid duplication.
Use the canonical pages below:
- Why Papr - Product-level comparison and migration framing
- Decision Tree - Quick fit check
- Golden Paths - Implementation routes by use case
- System Architecture - Technical model and data flow
Need a technical mapping quickly?
Use this minimal map:
| Common DIY Component | Papr Equivalent |
|---|---|
| Event log + keyword search | POST /v1/messages + hybrid retrieval |
| Vector database | Built-in semantic retrieval |
| Graph database | Predictive Memory Graph + GraphQL |
| Fusion layer (RRF) | Built-in ranking with enable_agentic_graph=true |
| Consolidation jobs | process_messages=true background analysis |
| Manual tenant filtering | organization_id + namespace_id scoping |