dp-zp-agent/tools/rag/search_db.py

139 lines
3.4 KiB
Python

from __future__ import annotations
import argparse
import json
import sys
from pathlib import Path
from rich import print
PROJECT_ROOT = Path(__file__).resolve().parents[2]
if str(PROJECT_ROOT) not in sys.path:
sys.path.insert(0, str(PROJECT_ROOT))
from tools.rag.common import DB_FILE
from tools.rag.search_utils import search_database
from tools.retrieval.retrieval_contract import error_result
def print_results(
query: str,
response: dict,
) -> None:
results = response["results"]
print(f"[bold]Dopyt:[/bold] " f"{query}")
print(f"[bold]Vyhľadávač:[/bold] " f"{response['engine']}")
print(f"[bold]Stratégie:[/bold] " f"{', '.join(response['strategies']) or 'žiadna'}")
print(f"[bold]Počet výsledkov:[/bold] " f"{len(results)}")
print("\n[bold]Top výsledky:[/bold]\n")
for rank, item in enumerate(
results,
start=1,
):
print(
f"[cyan]{rank}. " f"Skóre: {item['score']} " f"(BM25: {item['bm25_score']})" f"[/cyan]"
)
print(f"[bold]Názov:[/bold] " f"{item['title']}")
print(f"[bold]Cesta:[/bold] " f"{item['document_path']}")
print(f"[bold]URL:[/bold] " f"{item['source_url']}")
print(f"[bold]Chunk:[/bold] " f"{item['chunk_index']}")
print(f"[bold]Zhoda:[/bold] " f"{item['match_strategy']}")
print(f"[bold]Kategórie:[/bold] " f"{item['categories']}")
print(f"[bold]Tagy:[/bold] " f"{item['tags']}")
print(f"[bold]Autor:[/bold] " f"{item['author']}")
print(f"[bold]Ukážka:[/bold] " f"{item['snippet']}")
print("[bold]Text:[/bold]")
print((item["text"] or "")[:700])
print("-" * 80)
def main() -> None:
parser = argparse.ArgumentParser(description=("FTS5 vyhľadávanie " "v SQLite indexe zpwiki."))
parser.add_argument(
"query",
nargs="+",
help="Text, ktorý sa má vyhľadať.",
)
parser.add_argument(
"--limit",
type=int,
default=10,
help="Počet výsledkov.",
)
parser.add_argument(
"--published-only",
action="store_true",
default=True,
help=("Vylúči explicitné published=false (predvolené)."),
)
parser.add_argument(
"--max-per-document",
type=int,
default=3,
help=("Maximálny počet chunkov " "z jedného dokumentu. " "Hodnota 0 vypne limit."),
)
parser.add_argument(
"--include-unpublished",
action="store_false",
dest="published_only",
help="Výslovne zahrnie aj nepublikované dokumenty.",
)
parser.add_argument(
"--json", action="store_true", help="Strojový výstup so spoločným kontraktom."
)
args = parser.parse_args()
query = " ".join(args.query)
try:
response = search_database(
DB_FILE,
query,
args.limit,
published_only=args.published_only,
max_per_document=args.max_per_document,
)
except Exception as error:
if args.json:
sys.stdout.write(json.dumps(error_result(error), ensure_ascii=False, indent=2) + "\n")
raise SystemExit(1) from error
raise SystemExit(str(error)) from error
if args.json:
sys.stdout.write(json.dumps(response, ensure_ascii=False, indent=2) + "\n")
return
print_results(
query,
response,
)
if __name__ == "__main__":
main()