import_memories
Import memories from CSV, JSON, or Parquet files with validation, deduplication, and dry-run mode. Run dry_run first to verify records before committing.
Instructions
Import memories from file with validation. Use dry_run=true first.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| format | No | Import format (auto-detected from extension) | |
| dry_run | No | Validate without importing | |
| validate | No | Validate records before import | |
| _agent_id | No | Optional agent identifier for request tracing and per-agent rate limiting. | |
| deduplicate | No | Skip records similar to existing memories | |
| source_path | Yes | Path to source file | |
| dedup_threshold | No | Similarity threshold for deduplication | |
| namespace_override | No | Override namespace for all imported memories | |
| regenerate_embeddings | No | Generate new embeddings (required if vectors missing) |