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Memory Creation Overview

Memory creation is the process of converting raw information from various sources into structured, retrievable knowledge.

Methods​

  • Conversation Extraction: Identifying facts and preferences from chat logs.
  • Document Ingestion: Parsing and chunking files (PDF, Docx) to extract knowledge.
  • Manual Creation: Directly storing specific memories via API.
  • Batch Import: Loading large datasets.

Quality​

High-quality memories are:

  1. Atomic: Contain one key piece of information.
  2. Contextual: Linked to the correct subject.
  3. Verified: Have appropriate confidence scores.