""" 检查课程知识库的 collection 是否存在 """ import asyncio import sys from pathlib import Path sys.path.insert(0, str(Path(__file__).parent.parent)) from qdrant_client import AsyncQdrantClient from app.core.config import get_settings from app.core.qdrant_client import QdrantClient async def check_course_kb_collection(): """检查课程知识库的 collection 是否存在""" settings = get_settings() client = QdrantClient() qdrant = await client.get_client() tenant_id = "szmp@ash@2026" kb_id = "75c465fe-277d-455d-a30b-4b168adcc03b" collection_name = client.get_kb_collection_name(tenant_id, kb_id) print(f"课程知识库 collection name: {collection_name}") exists = await qdrant.collection_exists(collection_name) print(f"Collection exists: {exists}") if exists: points = await qdrant.scroll( collection_name=collection_name, limit=5, with_vectors=False, ) print(f"\n课程知识库中有 {len(points)} 条数据:") for i, point in enumerate(points, 1): payload = point.get('payload', {}) print(f" [{i}] payload keys: {list(payload.keys())}") for key, value in payload.items(): if key != 'text' and key != 'vector': print(f" {key}: {value}") else: print(f"课程知识库 collection 不存在!") if __name__ == "__main__": asyncio.run(check_course_kb_collection())