SafeRoute-RAG / scripts /bootstrap_kb.py
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#!/usr/bin/env python3
"""Warm up the embedding model and ingest manifest into ChromaDB.
Used at Docker build time (HF Spaces) and safe to run manually:
uv run python scripts/bootstrap_kb.py
"""
from __future__ import annotations
import sys
from pathlib import Path
ROOT = Path(__file__).resolve().parents[1]
sys.path.insert(0, str(ROOT))
from src.config_loader import ConfigLoader # noqa: E402
from src.database import LocalKnowledgeBase # noqa: E402
def main() -> None:
cfg = ConfigLoader().get()
kb = LocalKnowledgeBase(cfg.rag)
chunk_count = kb.ingest_manifest(reset=True)
print(f"bootstrap_kb: ingested {chunk_count} chunks into {cfg.rag.persist_dir}")
if chunk_count == 0:
raise SystemExit("bootstrap_kb failed: no chunks ingested (check sample_docs/)")
if __name__ == "__main__":
main()