Tiangong KB Ingest

Boundary

Use the Tiangong AI CLI for execution through npx @tiangong-ai/cli@latest by default, so users do not need a preinstalled CLI. The agent may orchestrate CLI schema, scan, metadata dry-run, and bulk commands, but it must not call backend databases or storage systems directly.

CLI-owned behavior:

• tiangong-ai kb ingest bulk
• tiangong-ai kb ingest bulk scan
• tiangong-ai kb ingest metadata dry-run
• tiangong-ai kb ingest status
• tiangong-ai kb collections list
• tiangong-ai kb collections schema
• SQLite checkpoint and resume
• concurrency/retry
• JSON output
• API key and env handling