repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-tablestore/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tablestore/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-tablestore/llama_index/vector_stores/tablestore/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tablestore/llama_index/vector_stores/tablestore/__init__.py | from llama_index.vector_stores.tablestore.base import TablestoreVectorStore
__all__ = ["TablestoreVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-tablestore/llama_index/vector_stores/tablestore/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tablestore/llama_index/vector_stores/tablestore/base.py | """Tablestore vector store."""
import json
import traceback
from logging import getLogger
from typing import Any, List, Optional, Dict
import tablestore
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, TextNode
from llama_index.core.vector_stores.types import (
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-neo4jvector/tests/test_vector_stores_neo4jvector.py | llama-index-integrations/vector_stores/llama-index-vector-stores-neo4jvector/tests/test_vector_stores_neo4jvector.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.neo4jvector import Neo4jVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in Neo4jVectorStore.__mro__]
assert BasePydanticVectorStore.__name__ in names_of_base_classes
assert "clie... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-neo4jvector/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-neo4jvector/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-neo4jvector/llama_index/vector_stores/neo4jvector/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-neo4jvector/llama_index/vector_stores/neo4jvector/__init__.py | from llama_index.vector_stores.neo4jvector.base import Neo4jVectorStore
__all__ = ["Neo4jVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-neo4jvector/llama_index/vector_stores/neo4jvector/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-neo4jvector/llama_index/vector_stores/neo4jvector/base.py | from typing import Any, Dict, List, Optional, Tuple
import logging
import neo4j
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, MetadataMode
from llama_index.core.vector_stores.types import (
BasePydanticVectorStore,
VectorStoreQuery,
VectorStoreQuery... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-tidbvector/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tidbvector/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-tidbvector/tests/test_vector_stores_tidbvector.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tidbvector/tests/test_vector_stores_tidbvector.py | """Test TiDB Vector Search functionality."""
from __future__ import annotations
import os
from typing import List
import pytest
try:
from tidb_vector.integrations import TiDBVectorClient # noqa
VECTOR_TABLE_NAME = "llama_index_vector_test"
CONNECTION_STRING = os.getenv("TEST_TiDB_CONNECTION_URL", "")
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-tidbvector/llama_index/vector_stores/tidbvector/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tidbvector/llama_index/vector_stores/tidbvector/__init__.py | from llama_index.vector_stores.tidbvector.base import TiDBVectorStore
__all__ = ["TiDBVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-tidbvector/llama_index/vector_stores/tidbvector/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tidbvector/llama_index/vector_stores/tidbvector/base.py | import logging
from typing import Any, Dict, List, Optional
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, MetadataMode, TextNode
from llama_index.core.vector_stores.types import (
BasePydanticVectorStore,
FilterCondition,
FilterOperator,
Metadata... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-deeplake/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-deeplake/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-deeplake/tests/test_vector_stores_deeplake.py | llama-index-integrations/vector_stores/llama-index-vector-stores-deeplake/tests/test_vector_stores_deeplake.py | import os
import jwt # noqa
import pytest
from llama_index.core import Document
from llama_index.core.vector_stores.types import (
BasePydanticVectorStore,
FilterCondition,
FilterOperator,
MetadataFilter,
MetadataFilters,
)
from llama_index.vector_stores.deeplake import DeepLakeVectorStore
def t... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-deeplake/llama_index/vector_stores/deeplake/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-deeplake/llama_index/vector_stores/deeplake/__init__.py | from llama_index.vector_stores.deeplake.base import DeepLakeVectorStore
__all__ = ["DeepLakeVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-deeplake/llama_index/vector_stores/deeplake/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-deeplake/llama_index/vector_stores/deeplake/base.py | """
DeepLake vector store index.
An index that is built within DeepLake.
"""
import logging
import uuid
from typing import Any, Callable, Dict, Iterable, List, Optional, Union, cast
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, MetadataMode, TextNode
from lla... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-neptune/tests/test_vector_stores_neptune.py | llama-index-integrations/vector_stores/llama-index-vector-stores-neptune/tests/test_vector_stores_neptune.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.neptune import NeptuneAnalyticsVectorStore
def test_neptune_analytics_vector_store():
names_of_base_classes = [b.__name__ for b in NeptuneAnalyticsVectorStore.__mro__]
assert BasePydanticVectorStore.__name_... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-neptune/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-neptune/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-neptune/llama_index/vector_stores/neptune/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-neptune/llama_index/vector_stores/neptune/__init__.py | from llama_index.vector_stores.neptune.base import NeptuneAnalyticsVectorStore
__all__ = ["NeptuneAnalyticsVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-neptune/llama_index/vector_stores/neptune/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-neptune/llama_index/vector_stores/neptune/base.py | from typing import Any, Dict, List, Optional
import json
import logging
from typing import Union
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, MetadataMode
from llama_index.core.vector_stores.types import (
BasePydanticVectorStore,
VectorStoreQuery,
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/tests/test_duckdb.py | llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/tests/test_duckdb.py | import asyncio
import pytest
import os
from typing import List
import importlib.util
import duckdb
from llama_index.core.schema import NodeRelationship, RelatedNodeInfo, TextNode
from llama_index.core.vector_stores.types import VectorStoreQuery, FilterOperator
from llama_index.vector_stores.duckdb import DuckDBVectorSt... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/llama_index/vector_stores/duckdb/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/llama_index/vector_stores/duckdb/__init__.py | from llama_index.vector_stores.duckdb.base import DuckDBVectorStore
__all__ = ["DuckDBVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/llama_index/vector_stores/duckdb/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/llama_index/vector_stores/duckdb/base.py | """DuckDB vector store."""
import asyncio
import json
import logging
import operator as py_operator
import threading
from pathlib import Path
from typing import Any, Optional
from typing_extensions import override
import duckdb
from duckdb import (
ColumnExpression,
ConstantExpression,
FunctionExpression,... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-lancedb/tests/test_vector_stores_lancedb.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lancedb/tests/test_vector_stores_lancedb.py | from typing import Any
from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.lancedb import LanceDBVectorStore
from llama_index.core import VectorStoreIndex
from llama_index.vector_stores.lancedb.base import TableNotFoundError, VectorStoreQuery
import pytest
import pyte... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-lancedb/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lancedb/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-lancedb/llama_index/vector_stores/lancedb/util.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lancedb/llama_index/vector_stores/lancedb/util.py | from llama_index.core.vector_stores.types import (
FilterOperator,
)
sql_operator_mapper = {
FilterOperator.EQ: " = ",
FilterOperator.GT: " > ",
FilterOperator.GTE: " >= ",
FilterOperator.LT: " < ",
FilterOperator.LTE: " <= ",
FilterOperator.TEXT_MATCH: " LIKE ",
FilterOperator.NE: " NO... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-lancedb/llama_index/vector_stores/lancedb/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lancedb/llama_index/vector_stores/lancedb/__init__.py | from llama_index.vector_stores.lancedb.base import LanceDBVectorStore
__all__ = ["LanceDBVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-lancedb/llama_index/vector_stores/lancedb/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lancedb/llama_index/vector_stores/lancedb/base.py | """LanceDB vector store."""
import os
import logging
from typing import Any, List, Optional, Union
import warnings
import lancedb.rerankers
import numpy as np
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import (
BaseNode,
MetadataMode,
NodeRelationship,
Relate... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/test_parameterized_queries.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/test_parameterized_queries.py | import pytest
from google.cloud import bigquery
from google.cloud.bigquery import ArrayQueryParameter, ScalarQueryParameter
from llama_index.core.vector_stores import MetadataFilter, MetadataFilters
from llama_index.vector_stores.bigquery.utils import build_where_clause_and_params
from sql_assertions import assert_equ... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/test_vector_stores_bigquery.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/test_vector_stores_bigquery.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.bigquery import BigQueryVectorStore
def test_class():
"""It should inherit from BasePydanticVectorStore"""
names_of_base_classes = [b.__name__ for b in BigQueryVectorStore.__mro__]
assert BasePydanticVe... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/test_add.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/test_add.py | import json
from llama_index.core.schema import TextNode
from llama_index.vector_stores.bigquery import BigQueryVectorStore
def test_add_sends_correct_node_data_to_bigquery(vector_store: BigQueryVectorStore):
"""It should insert nodes into BigQuery and return the corresponding IDs."""
# Given a list of node... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/test_delete.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/test_delete.py | from google.cloud import bigquery
from llama_index.vector_stores.bigquery import BigQueryVectorStore
from sql_assertions import assert_equivalent_sql_statements
def test_delete_generates_correct_sql_and_params(vector_store: BigQueryVectorStore):
"""It should execute a parameterized DELETE query to remove nodes w... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/test_delete_nodes.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/test_delete_nodes.py | import pytest
from google.cloud import bigquery
from llama_index.core.vector_stores import MetadataFilter, MetadataFilters
from llama_index.vector_stores.bigquery import BigQueryVectorStore
from sql_assertions import assert_equivalent_sql_statements
def test_delete_nodes_with_filters_generates_correct_sql_and_params... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/conftest.py | from unittest.mock import MagicMock, patch
import pytest
from google.cloud import bigquery
from llama_index.vector_stores.bigquery import BigQueryVectorStore
_RealBigQueryClient = bigquery.Client
_RealBigQueryDataset = bigquery.Dataset
_RealTable = bigquery.Table
@pytest.fixture
def mock_bigquery_client():
wit... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/sql_assertions.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/sql_assertions.py | import sqlparse
def assert_equivalent_sql_statements(actual_query: str, expected_query: str):
def standardize_format(q: str) -> str:
"""Standardize SQL formatting for more reliable string comparison."""
formatted = sqlparse.format(
q,
strip_comments=True,
reinde... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/test_vector_search.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/test_vector_search.py | import json
from unittest.mock import MagicMock
import pytest
from google.cloud import bigquery
from llama_index.core.schema import TextNode
from llama_index.vector_stores.bigquery import BigQueryVectorStore
from llama_index.vector_stores.bigquery.base import DistanceType
from llama_index.core.vector_stores.types impo... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/test_get_nodes.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/tests/test_get_nodes.py | import json
from unittest.mock import MagicMock, patch
import pytest
from google.cloud import bigquery
from llama_index.core.schema import TextNode
from llama_index.core.vector_stores import MetadataFilter, MetadataFilters
from llama_index.vector_stores.bigquery import BigQueryVectorStore
from sql_assertions import a... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/llama_index/vector_stores/bigquery/utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/llama_index/vector_stores/bigquery/utils.py | from typing import List, Optional, Tuple, Union
from google.cloud import bigquery
from llama_index.core.vector_stores.types import (
FilterOperator,
MetadataFilter,
MetadataFilters,
)
def build_where_clause_and_params(
node_ids: Optional[List[str]] = None,
filters: Optional[MetadataFilters] = Non... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/llama_index/vector_stores/bigquery/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/llama_index/vector_stores/bigquery/__init__.py | from llama_index.vector_stores.bigquery.base import BigQueryVectorStore
__all__ = ["BigQueryVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/llama_index/vector_stores/bigquery/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/llama_index/vector_stores/bigquery/base.py | """
Google BigQuery Vector Search.
BigQuery Vector Search is a fully managed feature of BigQuery that enables fast,
scalable similarity search over high-dimensional embeddings using approximate
nearest neighbor methods. For more information visit:
https://cloud.google.com/bigquery/docs/vector-search-intro
"""
import ... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-tair/tests/test_vector_stores_tair.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tair/tests/test_vector_stores_tair.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.tair import TairVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in TairVectorStore.__mro__]
assert BasePydanticVectorStore.__name__ in names_of_base_classes
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-tair/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tair/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-tair/llama_index/vector_stores/tair/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tair/llama_index/vector_stores/tair/__init__.py | from llama_index.vector_stores.tair.base import TairVectorStore
__all__ = ["TairVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-tair/llama_index/vector_stores/tair/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tair/llama_index/vector_stores/tair/base.py | """
Tair Vector store index.
An index that is built on top of Alibaba Cloud's Tair database.
"""
import logging
from typing import Any, Dict, List, Optional
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import (
BaseNode,
MetadataMode,
NodeRelationship,
Related... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-supabase/tests/test_vector_stores_supabase.py | llama-index-integrations/vector_stores/llama-index-vector-stores-supabase/tests/test_vector_stores_supabase.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.supabase import SupabaseVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in SupabaseVectorStore.__mro__]
assert BasePydanticVectorStore.__name__ in names_of_base_classes
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-supabase/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-supabase/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-supabase/llama_index/vector_stores/supabase/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-supabase/llama_index/vector_stores/supabase/__init__.py | from llama_index.vector_stores.supabase.base import SupabaseVectorStore
__all__ = ["SupabaseVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-supabase/llama_index/vector_stores/supabase/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-supabase/llama_index/vector_stores/supabase/base.py | import logging
import math
from collections import defaultdict
from typing import Any, List, Optional
import vecs
from vecs.collection import Collection
from llama_index.core.constants import DEFAULT_EMBEDDING_DIM
from llama_index.core.schema import BaseNode, TextNode
from llama_index.core.bridge.pydantic import Priva... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-jaguar/tests/test_vector_stores_jaguar.py | llama-index-integrations/vector_stores/llama-index-vector-stores-jaguar/tests/test_vector_stores_jaguar.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.jaguar import JaguarVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in JaguarVectorStore.__mro__]
assert BasePydanticVectorStore.__name__ in names_of_base_classes
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-jaguar/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-jaguar/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-jaguar/llama_index/vector_stores/jaguar/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-jaguar/llama_index/vector_stores/jaguar/__init__.py | from llama_index.vector_stores.jaguar.base import JaguarVectorStore
__all__ = ["JaguarVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-jaguar/llama_index/vector_stores/jaguar/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-jaguar/llama_index/vector_stores/jaguar/base.py | """
Jaguar Vector Store.
. A distributed vector database
. The ZeroMove feature enables instant horizontal scalability
. Multimodal: embeddings, text, images, videos, PDFs, audio, time series, and geospatial
. All-masters: allows both parallel reads and writes
. Anomaly detection capabilities: anomaly and anomamous
. ... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/tests/test_azurecosmosmongo.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/tests/test_azurecosmosmongo.py | """Test Azue CosmosDB MongoDB vCore Vector Search functionality."""
from __future__ import annotations
import os
from time import sleep
from typing import List
import pytest
try:
from pymongo import MongoClient
INDEX_NAME = "llamaindex-test-index"
NAMESPACE = "llamaindex_test_db.llamaindex_test_collect... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/tests/test_vector_stores_azurecosmosmongo.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/tests/test_vector_stores_azurecosmosmongo.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.azurecosmosmongo import AzureCosmosDBMongoDBVectorSearch
def test_class():
names_of_base_classes = [
b.__name__ for b in AzureCosmosDBMongoDBVectorSearch.__mro__
]
assert BasePydanticVectorStore... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/llama_index/vector_stores/azurecosmosmongo/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/llama_index/vector_stores/azurecosmosmongo/__init__.py | from llama_index.vector_stores.azurecosmosmongo.base import (
AzureCosmosDBMongoDBVectorSearch,
)
__all__ = ["AzureCosmosDBMongoDBVectorSearch"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/llama_index/vector_stores/azurecosmosmongo/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/llama_index/vector_stores/azurecosmosmongo/base.py | """
Azure CosmosDB MongoDB vCore Vector store index.
An index that is built on top of an existing vector store.
"""
import logging
import os
from typing import Any, Dict, List, Optional, cast
import pymongo
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, Metada... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-awadb/tests/test_vector_stores_awadb.py | llama-index-integrations/vector_stores/llama-index-vector-stores-awadb/tests/test_vector_stores_awadb.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.awadb import AwaDBVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in AwaDBVectorStore.__mro__]
assert BasePydanticVectorStore.__name__ in names_of_base_classes
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-awadb/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-awadb/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-awadb/llama_index/vector_stores/awadb/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-awadb/llama_index/vector_stores/awadb/__init__.py | from llama_index.vector_stores.awadb.base import AwaDBVectorStore
__all__ = ["AwaDBVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-awadb/llama_index/vector_stores/awadb/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-awadb/llama_index/vector_stores/awadb/base.py | """
AwaDB vector store index.
An index that is built on top of an existing vector store.
"""
import logging
import uuid
from typing import Any, List, Optional, Set
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, MetadataMode, TextNode
from llama_index.core.vect... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/tests/test_postgres.py | llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/tests/test_postgres.py | import asyncio
from typing import Any, Dict, Generator, List, Union, Optional
import pytest
from llama_index.core.schema import (
BaseNode,
IndexNode,
NodeRelationship,
RelatedNodeInfo,
TextNode,
)
from llama_index.core.vector_stores.types import (
ExactMatchFilter,
FilterOperator,
Meta... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | true |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/tests/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/tests/conftest.py | # pants requires this import to recognize the dep
import pytest_asyncio # noqa: F401
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/tests/test_vector_stores_postgres.py | llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/tests/test_vector_stores_postgres.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.postgres import PGVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in PGVectorStore.__mro__]
assert BasePydanticVectorStore.__name__ in names_of_base_classes
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/llama_index/vector_stores/postgres/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/llama_index/vector_stores/postgres/__init__.py | from llama_index.vector_stores.postgres.base import PGVectorStore
__all__ = ["PGVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/llama_index/vector_stores/postgres/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/llama_index/vector_stores/postgres/base.py | import logging
import re
from typing import (
Any,
Dict,
List,
NamedTuple,
Optional,
Type,
Union,
Set,
Tuple,
Literal,
Callable,
)
import asyncpg # noqa
import pgvector # noqa
from pgvector.sqlalchemy import HALFVEC
import psycopg2 # noqa
import sqlalchemy
import sqlalche... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | true |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-awsdocdb/tests/test_docdb.py | llama-index-integrations/vector_stores/llama-index-vector-stores-awsdocdb/tests/test_docdb.py | """Test AWS DocumentDB Vector Store functionality."""
from __future__ import annotations
import os
from time import sleep
import pytest
from pymongo import MongoClient
from llama_index.core.schema import NodeRelationship, RelatedNodeInfo, TextNode
from llama_index.core.vector_stores.types import VectorStoreQuery
fr... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-awsdocdb/llama_index/vector_stores/awsdocdb/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-awsdocdb/llama_index/vector_stores/awsdocdb/__init__.py | from llama_index.vector_stores.awsdocdb.base import AWSDocDbVectorStore
__all__ = ["AWSDocDbVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-awsdocdb/llama_index/vector_stores/awsdocdb/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-awsdocdb/llama_index/vector_stores/awsdocdb/base.py | """
AWS Document DB Vector store index.
An index that that is built on top of an existing vector store.
"""
import logging
from enum import Enum
from typing import Any, Dict, List, Optional, cast
import numpy as np
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-objectbox/tests/test_objectbox.py | llama-index-integrations/vector_stores/llama-index-vector-stores-objectbox/tests/test_objectbox.py | import os
import shutil
from typing import Sequence
import pytest
from llama_index.core.schema import BaseNode, TextNode
from llama_index.core.vector_stores import VectorStoreQuery
from llama_index.vector_stores.objectbox import ObjectBoxVectorStore
EMBEDDING_DIM = 3
@pytest.fixture()
def vectorstore():
obx = O... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-objectbox/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-objectbox/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-objectbox/tests/test_vector_stores_objectbox.py | llama-index-integrations/vector_stores/llama-index-vector-stores-objectbox/tests/test_vector_stores_objectbox.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.objectbox import ObjectBoxVectorStore
def test_class():
"""Ensures that BasePydanticVectorStore is one of the parent classes of ObjectBoxVectorStore."""
names_of_base_classes = [b.__name__ for b in ObjectBo... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-objectbox/llama_index/vector_stores/objectbox/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-objectbox/llama_index/vector_stores/objectbox/__init__.py | from llama_index.vector_stores.objectbox.base import ObjectBoxVectorStore
__all__ = ["ObjectBoxVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-objectbox/llama_index/vector_stores/objectbox/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-objectbox/llama_index/vector_stores/objectbox/base.py | import logging
import os
import shutil
import sys
import time
from typing import Any, List, Optional
from llama_index.core.schema import BaseNode, MetadataMode, TextNode
from llama_index.core.vector_stores import MetadataFilters
from llama_index.core.vector_stores.types import (
BasePydanticVectorStore,
Vector... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/example.py | llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/example.py | """
Simple example demonstrating the CogneeGraphRAG integration.
This script shows how to:
1. Initialize the CogneeGraphRAG
2. Add documents to the knowledge graph
3. Process the data into a graph
4. Search for information
5. Visualize the graph
Requirements:
- Set OPENAI_API_KEY environment variable
- Install the pa... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/tests/test_visualize_graph.py | llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/tests/test_visualize_graph.py | import os
import sys
import tempfile
from unittest.mock import AsyncMock
import pytest
from llama_index.graph_rag.cognee import CogneeGraphRAG
@pytest.mark.skipif(
sys.version_info < (3, 10), reason="mock strategy requires python3.10 or higher"
)
@pytest.mark.skipif(
os.getenv("OPENAI_API_KEY") is None,
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/tests/test_add_data.py | llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/tests/test_add_data.py | import asyncio
import sys
import os
import pytest
from llama_index.core import Document
from llama_index.graph_rag.cognee import CogneeGraphRAG
def test_smoke():
"""No-op test: CI will fail if no tests are collected."""
@pytest.mark.skipif(
sys.version_info < (3, 10), reason="mock strategy requires python3... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/tests/test_graph_rag_cognee.py | llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/tests/test_graph_rag_cognee.py | import os
import sys
import tempfile
from unittest.mock import AsyncMock, patch
import cognee
import pytest
from llama_index.core import Document
from llama_index.graph_rag.cognee import CogneeGraphRAG
@pytest.mark.skipif(
sys.version_info < (3, 10), reason="mock strategy requires python3.10 or higher"
)
@pytest... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/tests/__init__.py | llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/llama_index/graph_rag/cognee/graph_rag.py | llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/llama_index/graph_rag/cognee/graph_rag.py | import os
import pathlib
import webbrowser
from typing import List, Union
import cognee as cognee_lib
from llama_index.core import Document
from typing import TYPE_CHECKING
if TYPE_CHECKING:
from .base import GraphRAG
# mypy: disable-error-code="attr-defined"
class CogneeGraphRAG:
"""
Cognee GraphRAG... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/llama_index/graph_rag/cognee/__init__.py | llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/llama_index/graph_rag/cognee/__init__.py | from llama_index.graph_rag.cognee.graph_rag import CogneeGraphRAG
__all__ = ["CogneeGraphRAG"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/llama_index/graph_rag/cognee/base.py | llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/llama_index/graph_rag/cognee/base.py | from abc import abstractmethod
from typing import Protocol, Union, List
from llama_index.core import Document
# NOTE: This is a bare-bone suggestion for an abstract protocol to define GraphRAG for llama-index
# This should be expanded upon and integrated to llama-index-core to support multiple different GraphRAG
# l... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-falkordb/tests/test_pg_stores_falkordb.py | llama-index-integrations/graph_stores/llama-index-graph-stores-falkordb/tests/test_pg_stores_falkordb.py | import time
import unittest
import docker
from llama_index.graph_stores.falkordb import FalkorDBPropertyGraphStore
from llama_index.core.graph_stores.types import Relation, EntityNode
from llama_index.core.schema import TextNode
# Set up Docker client
docker_client = docker.from_env()
class TestFalkorDBPropertyGraph... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-falkordb/tests/test_graph_stores_falkordb.py | llama-index-integrations/graph_stores/llama-index-graph-stores-falkordb/tests/test_graph_stores_falkordb.py | import time
import docker
import unittest
from llama_index.graph_stores.falkordb.base import FalkorDBGraphStore
# Set up Docker client
docker_client = docker.from_env()
class TestFalkorDBGraphStore(unittest.TestCase):
@classmethod
def setUpClass(cls):
"""Setup method called once for the entire test c... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-falkordb/tests/__init__.py | llama-index-integrations/graph_stores/llama-index-graph-stores-falkordb/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-falkordb/llama_index/graph_stores/falkordb/falkordb_property_graph.py | llama-index-integrations/graph_stores/llama-index-graph-stores-falkordb/llama_index/graph_stores/falkordb/falkordb_property_graph.py | from typing import Any, List, Dict, Optional, Tuple
from llama_index.core.graph_stores.prompts import DEFAULT_CYPHER_TEMPALTE
from llama_index.core.graph_stores.types import (
PropertyGraphStore,
Triplet,
LabelledNode,
Relation,
EntityNode,
ChunkNode,
)
from llama_index.core.graph_stores.utils ... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-falkordb/llama_index/graph_stores/falkordb/__init__.py | llama-index-integrations/graph_stores/llama-index-graph-stores-falkordb/llama_index/graph_stores/falkordb/__init__.py | from llama_index.graph_stores.falkordb.base import FalkorDBGraphStore
from llama_index.graph_stores.falkordb.falkordb_property_graph import (
FalkorDBPGStore,
FalkorDBPropertyGraphStore,
)
__all__ = ["FalkorDBGraphStore", "FalkorDBPGStore", "FalkorDBPropertyGraphStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-falkordb/llama_index/graph_stores/falkordb/base.py | llama-index-integrations/graph_stores/llama-index-graph-stores-falkordb/llama_index/graph_stores/falkordb/base.py | """Simple graph store index."""
import logging
from typing import Any, Dict, List, Optional
import redis
from falkordb import FalkorDB
from llama_index.core.graph_stores.types import GraphStore
logger = logging.getLogger(__name__)
class FalkorDBGraphStore(GraphStore):
"""
FalkorDB Graph Store.
In this... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/tests/__init__.py | llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/tests/test_graph_stores_nebula.py | llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/tests/test_graph_stores_nebula.py | from llama_index.core.graph_stores.types import GraphStore
from llama_index.graph_stores.nebula import NebulaGraphStore
def test_nebula_graph_store():
names_of_bases = [b.__name__ for b in NebulaGraphStore.__bases__]
assert GraphStore.__name__ in names_of_bases
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/tests/test_property_graph.py | llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/tests/test_property_graph.py | from llama_index.core.graph_stores.types import (
EntityNode,
Relation,
ChunkNode,
)
from llama_index.core.schema import TextNode
from llama_index.graph_stores.nebula import NebulaPropertyGraphStore
from unittest import TestCase, SkipTest
def get_store(
props_schema: str = "`key` STRING, `_node_conten... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/examples/a.py | llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/examples/a.py | from llama_index.core import Settings
from llama_index.llms.openai import OpenAI
from llama_index.embeddings.openai import OpenAIEmbedding
from llama_index.embeddings.huggingface import HuggingFaceEmbedding
Settings.llm = OpenAI(model="gpt-4o", temperature=0.3)
Settings.embed_model = HuggingFaceEmbedding(model_name="i... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/llama_index/graph_stores/nebula/nebula_property_graph.py | llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/llama_index/graph_stores/nebula/nebula_property_graph.py | from typing import Any, List, Dict, Optional, Tuple
from llama_index.core.graph_stores.types import (
PropertyGraphStore,
Triplet,
LabelledNode,
Relation,
EntityNode,
ChunkNode,
)
from llama_index.core.graph_stores.utils import (
clean_string_values,
value_sanitize,
LIST_LIMIT,
)
fr... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/llama_index/graph_stores/nebula/utils.py | llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/llama_index/graph_stores/nebula/utils.py | import datetime
from typing import Dict, Any, Optional, Tuple
from nebula3.common.ttypes import Value, NList, Date, Time, DateTime
from nebula3.gclient.net.base import BaseExecutor
def url_scheme_parse(url) -> Tuple[str, int]:
"""
Parse the URL scheme and host from the URL.
Parameters
----------
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/llama_index/graph_stores/nebula/__init__.py | llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/llama_index/graph_stores/nebula/__init__.py | from llama_index.graph_stores.nebula.nebula_graph_store import NebulaGraphStore
from llama_index.graph_stores.nebula.nebula_property_graph import (
NebulaPropertyGraphStore,
)
__all__ = ["NebulaGraphStore", "NebulaPropertyGraphStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/llama_index/graph_stores/nebula/nebula_graph_store.py | llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/llama_index/graph_stores/nebula/nebula_graph_store.py | """NebulaGraph graph store index."""
import logging
import os
from string import Template
from typing import Any, Dict, List, Optional
from llama_index.core.graph_stores.types import GraphStore
from nebula3.common import ttypes
from nebula3.Config import SessionPoolConfig
from nebula3.Exception import IOErrorExceptio... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-memgraph/tests/test_pg_stores_memgraph.py | llama-index-integrations/graph_stores/llama-index-graph-stores-memgraph/tests/test_pg_stores_memgraph.py | import os
import pytest
from llama_index.graph_stores.memgraph import MemgraphPropertyGraphStore
from llama_index.core.graph_stores.types import (
EntityNode,
Relation,
)
from llama_index.core.schema import TextNode
memgraph_user = os.environ.get("MEMGRAPH_TEST_USER")
memgraph_pass = os.environ.get("MEMGRAPH_T... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-memgraph/tests/__init__.py | llama-index-integrations/graph_stores/llama-index-graph-stores-memgraph/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-memgraph/tests/test_graph_stores_memgraph.py | llama-index-integrations/graph_stores/llama-index-graph-stores-memgraph/tests/test_graph_stores_memgraph.py | from llama_index.core.graph_stores.types import GraphStore
from llama_index.graph_stores.memgraph import MemgraphGraphStore
def test_memgraph_graph_store():
names_of_bases = [b.__name__ for b in MemgraphGraphStore.__bases__]
assert GraphStore.__name__ in names_of_bases
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
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