MCPcopy
hub / github.com/langroid/langroid / vecdb

Function vecdb

tests/main/test_vector_stores.py:59–213  ·  view source on GitHub ↗
(request)

Source from the content-addressed store, hash-verified

57
58@pytest.fixture(scope="function")
59def vecdb(request) -> VectorStore:
60 # Unique suffix per pytest-xdist worker so parallel workers don't collide
61 # on the same Qdrant collection in the shared local container (PR #1030).
62 worker = os.environ.get("PYTEST_XDIST_WORKER", "main")
63 if request.param == "qdrant_local":
64 qd_dir = ":memory:"
65 qd_cfg = QdrantDBConfig(
66 cloud=False,
67 collection_name="test-" + embed_cfg.model_type,
68 storage_path=qd_dir,
69 embedding=embed_cfg,
70 )
71 qd = QdrantDB(qd_cfg)
72 qd.add_documents(stored_docs)
73 yield qd
74 return
75
76 if request.param == "qdrant_cloud":
77 qd_dir = ".qdrant/cloud/" + embed_cfg.model_type
78 qd_cfg_cloud = QdrantDBConfig(
79 cloud=True,
80 collection_name=f"test-{embed_cfg.model_type}-{worker}",
81 storage_path=qd_dir,
82 embedding=embed_cfg,
83 )
84 qd_cloud = QdrantDB(qd_cfg_cloud)
85 qd_cloud.add_documents(stored_docs)
86 yield qd_cloud
87 qd_cloud.delete_collection(collection_name=qd_cfg_cloud.collection_name)
88 return
89 if request.param == "weaviate_cloud":
90 wv_cfg_cloud = WeaviateDBConfig(
91 collection_name="test_" + embed_cfg.model_type,
92 embedding=embed_cfg,
93 cloud=True,
94 )
95 weaviate_cloud = WeaviateDB(wv_cfg_cloud)
96 weaviate_cloud.add_documents(stored_docs)
97 yield weaviate_cloud
98 weaviate_cloud.delete_collection(collection_name=wv_cfg_cloud.collection_name)
99 return
100 if request.param == "weaviate_local":
101 wv_dir = ".weaviate/" + embed_cfg.model_type
102 rmdir(wv_dir)
103
104 wv_cfg_local = WeaviateDBConfig(
105 collection_name="test_" + embed_cfg.model_type,
106 embedding=embed_cfg,
107 cloud=False,
108 docker=False,
109 storage_path=wv_dir,
110 )
111 weaviate_local = WeaviateDB(wv_cfg_local)
112 weaviate_local.add_documents(stored_docs)
113 yield weaviate_local
114 weaviate_local.delete_collection(collection_name=wv_cfg_local.collection_name)
115 rmdir(wv_dir)
116 return

Callers

nothing calls this directly

Calls 15

add_documentsMethod · 0.95
delete_collectionMethod · 0.95
add_documentsMethod · 0.95
delete_collectionMethod · 0.95
add_documentsMethod · 0.95
add_documentsMethod · 0.95
delete_collectionMethod · 0.95
add_documentsMethod · 0.95
delete_collectionMethod · 0.95
add_documentsMethod · 0.95
add_documentsMethod · 0.95
delete_collectionMethod · 0.95

Tested by

no test coverage detected

Used in the wild real call sites across dependent graphs

searching dependent graphs…