Frequently Asked Questions¶

Common questions about Aletheia, its architecture, and how it compares to related tools.

Questions¶

Schema & Extraction¶

• Schema Inference: Choosing the Right Strategy - Why schema inference matters, what options are available (none, llm, ontology, hybrid, graph-hybrid, ontology-first), and when to use each

Embeddings & Vectors¶

• Understanding Embeddings and Keeping Them Consistent - What embeddings are, how Graphiti uses them, and why you must use the same embedding configuration everywhere

Comparisons¶

• Graphiti MCP Server vs Aletheia - Understanding the difference between using Graphiti's MCP server directly versus Aletheia's evaluation framework