engram enrich
Enrich documents with AI-generated summaries, tags, and more.
Synopsis
engram enrich <type> [options]
engram enrich batch <type> [options]
Enrichment Types
| Type | Description |
|---|---|
summarize | Generate document summaries |
tag | Add semantic tags |
label-clusters | Label document clusters |
knowledge-map | Build knowledge graph |
all | Run all enrichments |
Streaming Mode (Default)
Real-time enrichment using Azure OpenAI:
engram enrich summarize
engram enrich tag
engram enrich all
Options
| Option | Description |
|---|---|
--dry-run | Preview without making changes |
Batch Mode (50% Cheaper)
Use OpenAI Batch API for cost savings:
# Submit batch job
engram enrich batch all
# Check status
engram enrich batch status <batch_id>
# List all batches
engram enrich batch list
Examples
# Preview enrichments
engram enrich all --dry-run
# Enrich with summaries
engram enrich summarize
# Submit batch job
engram enrich batch all
# Check batch status
engram enrich batch status batch_abc123
See Also
- Enrichment Guide - Detailed enrichment tutorial