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-mongodb/llama_index/vector_stores/mongodb/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-mongodb/llama_index/vector_stores/mongodb/__init__.py | from llama_index.vector_stores.mongodb.base import MongoDBAtlasVectorSearch
__all__ = ["MongoDBAtlasVectorSearch"]
| 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-mongodb/llama_index/vector_stores/mongodb/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-mongodb/llama_index/vector_stores/mongodb/base.py | """
MongoDB Vector store index.
An index that is built on top of an existing vector store.
"""
import logging
import os
from importlib.metadata import version
from typing import Any, Dict, List, Optional, Tuple, cast
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNo... | 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-mongodb/llama_index/vector_stores/mongodb/index.py | llama-index-integrations/vector_stores/llama-index-vector-stores-mongodb/llama_index/vector_stores/mongodb/index.py | """utility functions for working with Search Index commands."""
import asyncio
import logging
from time import monotonic, sleep
from typing import Any, Awaitable, Callable, Dict, List, Optional
from pymongo.collection import Collection
from pymongo.asynchronous.collection import AsyncCollection
from pymongo.errors im... | 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-mariadb/tests/test_vector_stores_mariadb.py | llama-index-integrations/vector_stores/llama-index-vector-stores-mariadb/tests/test_vector_stores_mariadb.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.mariadb import MariaDBVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in MariaDBVectorStore.__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-mariadb/tests/test_mariadb.py | llama-index-integrations/vector_stores/llama-index-vector-stores-mariadb/tests/test_mariadb.py | """Integration tests for llama-index-vector-stores-mariadb."""
from typing import Generator, List
import pytest
import sqlalchemy
from llama_index.core.schema import NodeRelationship, RelatedNodeInfo, TextNode
from llama_index.core.vector_stores.types import (
FilterCondition,
FilterOperator,
MetadataFilt... | 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-mariadb/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-mariadb/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-mariadb/llama_index/vector_stores/mariadb/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-mariadb/llama_index/vector_stores/mariadb/__init__.py | from llama_index.vector_stores.mariadb.base import MariaDBVectorStore
__all__ = ["MariaDBVectorStore"]
| 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-mariadb/llama_index/vector_stores/mariadb/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-mariadb/llama_index/vector_stores/mariadb/base.py | """MariaDB Vector Store."""
import json
import logging
from typing import Any, Dict, List, NamedTuple, Optional, Union
from urllib.parse import quote_plus
import sqlalchemy
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, MetadataMode
from llama_index.core.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/vector_stores/llama-index-vector-stores-wordlift/tests/test_wordlift.py | llama-index-integrations/vector_stores/llama-index-vector-stores-wordlift/tests/test_wordlift.py | import os
import random
from typing import List
import pytest
import requests
from docker.models.containers import Container
from llama_index.core.schema import NodeRelationship, RelatedNodeInfo, TextNode
from llama_index.core.vector_stores import (
VectorStoreQuery,
MetadataFilters,
MetadataFilter,
Fi... | 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-wordlift/tests/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-wordlift/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-wordlift/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-wordlift/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-wordlift/llama_index/vector_stores/wordlift/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-wordlift/llama_index/vector_stores/wordlift/__init__.py | from llama_index.vector_stores.wordlift.base import WordliftVectorStore
__all__ = ["WordliftVectorStore"]
| 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-wordlift/llama_index/vector_stores/wordlift/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-wordlift/llama_index/vector_stores/wordlift/base.py | import asyncio
import json
from logging import getLogger
from typing import Any, List, Dict, Optional
import nest_asyncio
import wordlift_client
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, MetadataMode, TextNode
from llama_index.core.vector_stores 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-wordlift/llama_index/vector_stores/wordlift/metadata_filters_to_filters.py | llama-index-integrations/vector_stores/llama-index-vector-stores-wordlift/llama_index/vector_stores/wordlift/metadata_filters_to_filters.py | from llama_index.core.vector_stores import (
MetadataFilters,
FilterOperator,
FilterCondition,
)
from wordlift_client import Filter, FilterValue
class MetadataFiltersToFilters:
@staticmethod
def metadata_filters_to_filters(metadata_filters: MetadataFilters):
# Return an empty list if there... | 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-opensearch/tests/test_opensearch_client.py | llama-index-integrations/vector_stores/llama-index-vector-stores-opensearch/tests/test_opensearch_client.py | import asyncio
import logging
import pytest
import time
import uuid
from datetime import datetime
from typing import List, Generator, Set
from unittest import mock
from llama_index.core.schema import NodeRelationship, RelatedNodeInfo, TextNode
from llama_index.vector_stores.opensearch import (
OpensearchVectorClie... | 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-opensearch/tests/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-opensearch/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-opensearch/tests/test_vector_stores_opensearch.py | llama-index-integrations/vector_stores/llama-index-vector-stores-opensearch/tests/test_vector_stores_opensearch.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.opensearch import (
OpensearchVectorStore,
OpensearchVectorClient,
)
from llama_index.core.vector_stores.types import MetadataFilter, MetadataFilters
from typing import Optional
import pytest
from unittest.m... | 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-opensearch/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-opensearch/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-opensearch/llama_index/vector_stores/opensearch/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-opensearch/llama_index/vector_stores/opensearch/__init__.py | from llama_index.vector_stores.opensearch.base import (
OpensearchVectorStore,
OpensearchVectorClient,
)
__all__ = ["OpensearchVectorStore", "OpensearchVectorClient"]
| 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-opensearch/llama_index/vector_stores/opensearch/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-opensearch/llama_index/vector_stores/opensearch/base.py | """Elasticsearch/Opensearch vector store."""
import uuid
from datetime import datetime
from typing import Any, Dict, Iterable, List, Optional, Union, cast
from llama_index.core.async_utils import asyncio_run
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, Metadat... | 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-lindorm/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lindorm/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-lindorm/tests/test_vector_stores_lindorm.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lindorm/tests/test_vector_stores_lindorm.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.lindorm import LindormVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in LindormVectorStore.__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-lindorm/tests/test_lindorm_client.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lindorm/tests/test_lindorm_client.py | import pytest
import random
import string
import logging
from llama_index.core.schema import (
TextNode,
RelatedNodeInfo,
NodeRelationship,
)
from llama_index.vector_stores.lindorm import (
LindormVectorStore,
LindormVectorClient,
)
from llama_index.core.vector_stores.types import (
VectorStoreQ... | 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-lindorm/llama_index/vector_stores/lindorm/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lindorm/llama_index/vector_stores/lindorm/__init__.py | from llama_index.vector_stores.lindorm.base import (
LindormVectorStore,
LindormVectorClient,
)
__all__ = ["LindormVectorStore", "LindormVectorClient"]
| 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-lindorm/llama_index/vector_stores/lindorm/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lindorm/llama_index/vector_stores/lindorm/base.py | """Lindorm Vector Store."""
import asyncio
import uuid
from typing import Any, Dict, Iterable, List, Optional, Union, cast
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 (
MetadataFilte... | 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-bagel/tests/test_vector_stores_bagel.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bagel/tests/test_vector_stores_bagel.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.bagel import BagelVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in BagelVectorStore.__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-bagel/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bagel/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-bagel/llama_index/vector_stores/bagel/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bagel/llama_index/vector_stores/bagel/__init__.py | from llama_index.vector_stores.bagel.base import BagelVectorStore
__all__ = ["BagelVectorStore"]
| 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-bagel/llama_index/vector_stores/bagel/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-bagel/llama_index/vector_stores/bagel/base.py | import logging
import math
from typing import Any, List
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 (
MetadataFilters,
BasePydanticVectorStore,
VectorStoreQuery,
VectorStor... | 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-txtai/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-txtai/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-txtai/tests/test_vector_stores_txtai.py | llama-index-integrations/vector_stores/llama-index-vector-stores-txtai/tests/test_vector_stores_txtai.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.txtai import TxtaiVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in TxtaiVectorStore.__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-txtai/llama_index/vector_stores/txtai/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-txtai/llama_index/vector_stores/txtai/__init__.py | from llama_index.vector_stores.txtai.base import TxtaiVectorStore
__all__ = ["TxtaiVectorStore"]
| 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-txtai/llama_index/vector_stores/txtai/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-txtai/llama_index/vector_stores/txtai/base.py | """
txtai Vector store index.
An index that is built on top of an existing vector store.
"""
import json
import logging
import os
import pickle
from pathlib import Path
from typing import Any, List, Optional, cast
import fsspec
import numpy as np
from fsspec.implementations.local import LocalFileSystem
from llama_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/vector_stores/llama-index-vector-stores-dashvector/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-dashvector/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-dashvector/tests/test_vector_stores_dashvector.py | llama-index-integrations/vector_stores/llama-index-vector-stores-dashvector/tests/test_vector_stores_dashvector.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.dashvector import DashVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in DashVectorStore.__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-dashvector/llama_index/vector_stores/dashvector/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-dashvector/llama_index/vector_stores/dashvector/__init__.py | from llama_index.vector_stores.dashvector.base import DashVectorStore
__all__ = ["DashVectorStore"]
| 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-dashvector/llama_index/vector_stores/dashvector/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-dashvector/llama_index/vector_stores/dashvector/base.py | """DashVector Vector Store."""
import logging
from typing import Any, List, Optional, cast
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 (
MetadataFilters,
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-azurecosmosnosql/tests/test_vector_stores_azurecosmosnosql.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosnosql/tests/test_vector_stores_azurecosmosnosql.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.azurecosmosnosql import AzureCosmosDBNoSqlVectorSearch
def test_class():
names_of_base_classes = [b.__name__ for b in AzureCosmosDBNoSqlVectorSearch.__mro__]
assert BasePydanticVectorStore.__name__ in names... | 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-azurecosmosnosql/tests/test_azurecosmosnosql.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosnosql/tests/test_azurecosmosnosql.py | """Test Azure CosmosDB NoSql Vector Search functionality."""
from __future__ import annotations
from time import sleep
from typing import List
import pytest
try:
from azure.cosmos import CosmosClient, PartitionKey
URL = "AZURE_COSMOSDB_URI"
KEY = "AZURE_COSMOSDB_KEY"
database_name = "test_database"... | 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-azurecosmosnosql/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosnosql/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-azurecosmosnosql/llama_index/vector_stores/azurecosmosnosql/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosnosql/llama_index/vector_stores/azurecosmosnosql/__init__.py | from llama_index.vector_stores.azurecosmosnosql.base import (
AzureCosmosDBNoSqlVectorSearch,
)
__all__ = ["AzureCosmosDBNoSqlVectorSearch"]
| 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-azurecosmosnosql/llama_index/vector_stores/azurecosmosnosql/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosnosql/llama_index/vector_stores/azurecosmosnosql/base.py | """
Azure CosmosDB NoSQL vCore Vector store index.
An index that is built on top of an existing vector store.
"""
import logging
from typing import Any, Optional, Dict, cast, List
from azure.identity import ClientSecretCredential
from azure.cosmos import CosmosClient
from llama_index.core.bridge.pydantic import Pri... | 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-qdrant/tests/test_vector_stores_qdrant.py | llama-index-integrations/vector_stores/llama-index-vector-stores-qdrant/tests/test_vector_stores_qdrant.py | import pytest
import os
import requests
import httpx
from qdrant_client import QdrantClient
from qdrant_client.http.models import (
PointsList,
PointStruct,
Filter,
)
from unittest.mock import MagicMock
from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores... | 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-qdrant/tests/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-qdrant/tests/conftest.py | import os
from typing import AsyncGenerator
from llama_index.core.schema import NodeRelationship, RelatedNodeInfo, TextNode
from llama_index.vector_stores.qdrant import QdrantVectorStore
import qdrant_client
import pytest_asyncio
from qdrant_client.http import models
@pytest_asyncio.fixture
async def vector_store() ... | 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-qdrant/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-qdrant/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-qdrant/llama_index/vector_stores/qdrant/utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-qdrant/llama_index/vector_stores/qdrant/utils.py | from typing import Any, Callable, List, Optional, Protocol, Tuple, runtime_checkable
from llama_index.core.vector_stores.types import VectorStoreQueryResult
BatchSparseEncoding = Tuple[List[List[int]], List[List[float]]]
SparseEncoderCallable = Callable[[List[str]], BatchSparseEncoding]
@runtime_checkable
class Hyb... | 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-qdrant/llama_index/vector_stores/qdrant/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-qdrant/llama_index/vector_stores/qdrant/__init__.py | from llama_index.vector_stores.qdrant.base import QdrantVectorStore
__all__ = ["QdrantVectorStore"]
| 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-qdrant/llama_index/vector_stores/qdrant/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-qdrant/llama_index/vector_stores/qdrant/base.py | """
Qdrant vector store index.
An index that is built on top of an existing Qdrant collection.
"""
import logging
from typing import Any, Callable, List, Optional, Tuple, Union, cast
import qdrant_client
from qdrant_client import QdrantClient, AsyncQdrantClient
from grpc import RpcError
from llama_index.core.bridge... | 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-nile/tests/test_vector_stores_nile.py | llama-index-integrations/vector_stores/llama-index-vector-stores-nile/tests/test_vector_stores_nile.py | import unittest
import pytest
from unittest import mock
import numpy as np
from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.core.schema import TextNode
from llama_index.core.vector_stores.types import (
VectorStoreQuery,
VectorStoreQueryResult,
)
from llama_index.vecto... | 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-nile/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-nile/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-nile/examples/multitenant.py | llama-index-integrations/vector_stores/llama-index-vector-stores-nile/examples/multitenant.py | # Example usage of the NileVectorStore
# We'll use some example data to test the store, you can get it here:
# wget --user-agent "Mozilla" "https://raw.githubusercontent.com/niledatabase/niledatabase/main/examples/ai/sales_insight/data/transcripts/nexiv-solutions__0_transcript.txt" -O "nexiv-solutions__0_transcript.txt... | 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-nile/llama_index/vector_stores/nile/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-nile/llama_index/vector_stores/nile/__init__.py | from llama_index.vector_stores.nile.base import NileVectorStore, IndexType
__all__ = ["NileVectorStore", "IndexType"]
| 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-nile/llama_index/vector_stores/nile/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-nile/llama_index/vector_stores/nile/base.py | # Standard library imports
import enum
import json
import logging
import uuid
from typing import Any, List, Tuple
# Third-party imports
import psycopg
# Local application/library specific imports
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.constants import DEFAULT_EMBEDDING_DIM
from... | 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-faiss/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-faiss/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-faiss/tests/test_vector_stores_faiss.py | llama-index-integrations/vector_stores/llama-index-vector-stores-faiss/tests/test_vector_stores_faiss.py | from typing import Any, List
import pytest
from llama_index.core.schema import TextNode
from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.faiss import FaissVectorStore, FaissMapVectorStore
from llama_index.core.vector_stores.types import (
MetadataFilter,
... | 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-faiss/llama_index/vector_stores/faiss/map_store.py | llama-index-integrations/vector_stores/llama-index-vector-stores-faiss/llama_index/vector_stores/faiss/map_store.py | """
Faiss Map Vector Store index.
An index that is built on top of an existing vector store.
"""
import os
from typing import Any, List, Optional, cast
import numpy as np
import fsspec
from fsspec.implementations.local import LocalFileSystem
from llama_index.core.schema import BaseNode
from llama_index.core.bridge.... | 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-faiss/llama_index/vector_stores/faiss/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-faiss/llama_index/vector_stores/faiss/__init__.py | from llama_index.vector_stores.faiss.base import FaissVectorStore
from llama_index.vector_stores.faiss.map_store import FaissMapVectorStore
__all__ = ["FaissVectorStore", "FaissMapVectorStore"]
| 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-faiss/llama_index/vector_stores/faiss/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-faiss/llama_index/vector_stores/faiss/base.py | """
Faiss Vector store index.
An index that is built on top of an existing vector store.
"""
import logging
import os
from typing import Any, List, Optional, cast
import fsspec
import numpy as np
from fsspec.implementations.local import LocalFileSystem
from llama_index.core.bridge.pydantic import PrivateAttr
from 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/vector_stores/llama-index-vector-stores-firestore/tests/test_utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-firestore/tests/test_utils.py | from typing import Any
from unittest import TestCase
from unittest.mock import patch
from google.cloud.firestore import Client
import pytest
from llama_index.vector_stores.firestore.utils import USER_AGENT
@pytest.fixture(autouse=True, name="test_case")
def init_test_case() -> TestCase:
"""Returns a TestCase in... | 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-firestore/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-firestore/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-firestore/tests/test_vector_store_firestore.py | llama-index-integrations/vector_stores/llama-index-vector-stores-firestore/tests/test_vector_store_firestore.py | from unittest.mock import patch
from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.firestore import FirestoreVectorStore
@patch("importlib.metadata.version", return_value="0.1.0", autospec=True)
def test_class(_version: str) -> None:
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-firestore/tests/test_firestore.py | llama-index-integrations/vector_stores/llama-index-vector-stores-firestore/tests/test_firestore.py | import json
import logging
from typing import Any, List
from unittest import TestCase
from unittest.mock import Mock, patch
import pytest
from google.cloud.firestore import DocumentReference, DocumentSnapshot, FieldFilter
from google.cloud.firestore_v1.base_vector_query import DistanceMeasure
from google.cloud.firest... | 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-firestore/llama_index/vector_stores/firestore/utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-firestore/llama_index/vector_stores/firestore/utils.py | from importlib.metadata import version
from typing import Optional
from google.cloud import firestore
from google.cloud.firestore_v1.services.firestore.transports.base import (
DEFAULT_CLIENT_INFO,
)
try:
__version__ = version("llama-index-vector-store-firestore")
except Exception:
__version__ = "unknown"... | 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-firestore/llama_index/vector_stores/firestore/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-firestore/llama_index/vector_stores/firestore/__init__.py | from llama_index.vector_stores.firestore.base import FirestoreVectorStore
__all__ = ["FirestoreVectorStore"]
| 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-firestore/llama_index/vector_stores/firestore/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-firestore/llama_index/vector_stores/firestore/base.py | """
Firestore vector store index.
An index that is built on top of an existing vector store.
"""
import logging
from typing import Any, List, Optional, Union
import more_itertools
from google.cloud.firestore import And, Client, DocumentSnapshot, FieldFilter, Or
from google.cloud.firestore_v1.base_query import BaseC... | 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-analyticdb/tests/test_analyticdb.py | llama-index-integrations/vector_stores/llama-index-vector-stores-analyticdb/tests/test_analyticdb.py | from typing import List
from unittest.mock import MagicMock
import pytest
from llama_index.core.schema import NodeRelationship, RelatedNodeInfo, TextNode
from llama_index.vector_stores.analyticdb import AnalyticDBVectorStore
try:
from alibabacloud_gpdb20160503.client import Client
analyticdb_installed = True... | 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-analyticdb/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-analyticdb/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-analyticdb/tests/test_vector_stores_analyticdb.py | llama-index-integrations/vector_stores/llama-index-vector-stores-analyticdb/tests/test_vector_stores_analyticdb.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.analyticdb import AnalyticDBVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in AnalyticDBVectorStore.__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-analyticdb/llama_index/vector_stores/analyticdb/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-analyticdb/llama_index/vector_stores/analyticdb/__init__.py | from llama_index.vector_stores.analyticdb.base import AnalyticDBVectorStore
__all__ = ["AnalyticDBVectorStore"]
| 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-analyticdb/llama_index/vector_stores/analyticdb/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-analyticdb/llama_index/vector_stores/analyticdb/base.py | """AnalyticDB vector store."""
import logging
import json
from typing import Any, List, 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,
FilterOperator,
Meta... | 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-redis/tests/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-redis/tests/conftest.py | import time
import pytest
from typing import List
from llama_index.core.schema import Document, TextNode
from llama_index.core.node_parser import SentenceSplitter
from redis import Redis
from redis.asyncio import Redis as RedisAsync
import docker
docker_client = docker.from_env()
docker_client.ping()
container = dock... | 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-redis/tests/test_vector_stores_redis.py | llama-index-integrations/vector_stores/llama-index-vector-stores-redis/tests/test_vector_stores_redis.py | import pytest
from llama_index.core import MockEmbedding, StorageContext, VectorStoreIndex
from llama_index.core.llms import MockLLM
from llama_index.core.vector_stores.types import (
BasePydanticVectorStore,
MetadataFilter,
MetadataFilters,
VectorStoreQuery,
)
from llama_index.vector_stores.redis 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-redis/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-redis/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-redis/llama_index/vector_stores/redis/schema.py | llama-index-integrations/vector_stores/llama-index-vector-stores-redis/llama_index/vector_stores/redis/schema.py | from typing import Any, Dict, List
from redisvl.schema import IndexSchema, IndexInfo, StorageType
# required llama index fields
NODE_ID_FIELD_NAME: str = "id"
DOC_ID_FIELD_NAME: str = "doc_id"
TEXT_FIELD_NAME: str = "text"
NODE_CONTENT_FIELD_NAME: str = "_node_content"
VECTOR_FIELD_NAME: str = "vector"
class RedisIn... | 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-redis/llama_index/vector_stores/redis/utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-redis/llama_index/vector_stores/redis/utils.py | from redisvl.query.filter import Tag, Num, Text
# Global constant defining field specifications
REDIS_LLAMA_FIELD_SPEC = {
"tag": {
"class": Tag,
"operators": {
"==": lambda f, v: f == v,
"!=": lambda f, v: f != v,
"in": lambda f, v: f == v,
"nin": 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/vector_stores/llama-index-vector-stores-redis/llama_index/vector_stores/redis/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-redis/llama_index/vector_stores/redis/__init__.py | from llama_index.vector_stores.redis.base import RedisVectorStore, TokenEscaper
__all__ = ["RedisVectorStore", "TokenEscaper"]
| 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-redis/llama_index/vector_stores/redis/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-redis/llama_index/vector_stores/redis/base.py | """
Redis Vector store index.
An index that is built on top of an existing vector store.
"""
import logging
from typing import Any, Dict, List, Optional, Pattern
import fsspec
import re
from redis import Redis
import redis.asyncio as redis_async
from redis.asyncio import Redis as RedisAsync
from redis.exceptions imp... | 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-couchbase/tests/test_couchbase_query_vector_store.py | llama-index-integrations/vector_stores/llama-index-vector-stores-couchbase/tests/test_couchbase_query_vector_store.py | """Test Couchbase Query Vector Store functionality using GSI."""
from __future__ import annotations
import os
import json
from typing import Any, List
from datetime import timedelta
import pytest
import time
from llama_index.core.schema import MetadataMode, TextNode, Document
from llama_index.embeddings.openai impor... | 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-couchbase/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-couchbase/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-couchbase/tests/test_couchbase_search_vector_stores.py | llama-index-integrations/vector_stores/llama-index-vector-stores-couchbase/tests/test_couchbase_search_vector_stores.py | """Test Couchbase Vector Search functionality."""
from __future__ import annotations
import os
from typing import Any, List
import pytest
import time
import json
from llama_index.core.schema import MetadataMode, TextNode, Document
from llama_index.embeddings.openai import OpenAIEmbedding
from llama_index.core.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/vector_stores/llama-index-vector-stores-couchbase/llama_index/vector_stores/couchbase/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-couchbase/llama_index/vector_stores/couchbase/__init__.py | """Couchbase vector stores."""
from llama_index.vector_stores.couchbase.base import (
CouchbaseVectorStore, # Deprecated
CouchbaseSearchVectorStore, # FTS-based
CouchbaseQueryVectorStore, # GSI-based with BHIVE support
CouchbaseVectorStoreBase, # Base class
QueryVectorSearchType, # Enum for se... | 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-couchbase/llama_index/vector_stores/couchbase/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-couchbase/llama_index/vector_stores/couchbase/base.py | """
Couchbase Vector store interface.
"""
import logging
import warnings
from datetime import timedelta
from enum import Enum
from typing import Any, Dict, List, Optional, Union
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, MetadataMode, TextNode
from llama_ind... | 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-baiduvectordb/tests/test_vector_stores_baiduvectordb.py | llama-index-integrations/vector_stores/llama-index-vector-stores-baiduvectordb/tests/test_vector_stores_baiduvectordb.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.baiduvectordb import BaiduVectorDB
def test_class():
names_of_base_classes = [b.__name__ for b in BaiduVectorDB.__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-baiduvectordb/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-baiduvectordb/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-baiduvectordb/llama_index/vector_stores/baiduvectordb/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-baiduvectordb/llama_index/vector_stores/baiduvectordb/__init__.py | from llama_index.vector_stores.baiduvectordb.base import (
BaiduVectorDB,
TableParams,
TableField,
)
__all__ = ["BaiduVectorDB", "TableParams", "TableField"]
| 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-baiduvectordb/llama_index/vector_stores/baiduvectordb/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-baiduvectordb/llama_index/vector_stores/baiduvectordb/base.py | """A store that is built with Baidu VectorDB."""
import json
import time
import asyncio
import logging
from typing import Any, Dict, List, Optional
from llama_index.core.bridge.pydantic import Field, PrivateAttr
from llama_index.core.schema import (
BaseNode,
NodeRelationship,
RelatedNodeInfo,
TextNod... | 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-google/tests/test_vector_stores_google.py | llama-index-integrations/vector_stores/llama-index-vector-stores-google/tests/test_vector_stores_google.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.google import GoogleVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in GoogleVectorStore.__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-google/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-google/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-google/llama_index/vector_stores/google/genai_extension.py | llama-index-integrations/vector_stores/llama-index-vector-stores-google/llama_index/vector_stores/google/genai_extension.py | """
Temporary high-level library of the Google GenerativeAI API.
The content of this file should eventually go into the Python package
google.generativeai.
"""
import datetime
import logging
import re
from dataclasses import dataclass
from typing import Any, Dict, Iterator, List, MutableSequence, Optional
import goo... | 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-google/llama_index/vector_stores/google/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-google/llama_index/vector_stores/google/__init__.py | from llama_index.vector_stores.google.base import (
GoogleVectorStore,
set_google_config,
)
__all__ = [
"set_google_config",
"GoogleVectorStore",
]
| 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-google/llama_index/vector_stores/google/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-google/llama_index/vector_stores/google/base.py | """
Google Generative AI Vector Store.
The GenAI Semantic Retriever API is a managed end-to-end service that allows
developers to create a corpus of documents to perform semantic search on
related passages given a user query. For more information visit:
https://developers.generativeai.google/guide
"""
import logging
... | 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-astra-db/tests/test_vector_stores_astra_db.py | llama-index-integrations/vector_stores/llama-index-vector-stores-astra-db/tests/test_vector_stores_astra_db.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.astra_db.base import AstraDBVectorStore
def test_class() -> None:
names_of_base_classes = [b.__name__ for b in AstraDBVectorStore.__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-astra-db/tests/test_astra_db.py | llama-index-integrations/vector_stores/llama-index-vector-stores-astra-db/tests/test_astra_db.py | import os
import pytest
from typing import Iterable
from unittest.mock import Mock, patch
from llama_index.core.schema import NodeRelationship, RelatedNodeInfo, TextNode
from llama_index.core.vector_stores.types import (
VectorStoreQuery,
MetadataFilters,
MetadataFilter,
FilterOperator,
)
from llama_in... | 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-astra-db/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-astra-db/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-astra-db/llama_index/vector_stores/astra_db/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-astra-db/llama_index/vector_stores/astra_db/__init__.py | from llama_index.vector_stores.astra_db.base import AstraDBVectorStore
__all__ = ["AstraDBVectorStore"]
| 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-astra-db/llama_index/vector_stores/astra_db/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-astra-db/llama_index/vector_stores/astra_db/base.py | """
Astra DB Vector Store index.
An index based on a DB collection with vector search capabilities,
powered by the AstraPy library
"""
import json
import logging
from typing import Any, Dict, List, Optional, cast
from concurrent.futures import ThreadPoolExecutor
from warnings import warn
from astrapy import DataAPI... | 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-epsilla/tests/test_vector_stores_epsilla.py | llama-index-integrations/vector_stores/llama-index-vector-stores-epsilla/tests/test_vector_stores_epsilla.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.epsilla import EpsillaVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in EpsillaVectorStore.__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-epsilla/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-epsilla/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-epsilla/llama_index/vector_stores/epsilla/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-epsilla/llama_index/vector_stores/epsilla/__init__.py | from llama_index.vector_stores.epsilla.base import EpsillaVectorStore
__all__ = ["EpsillaVectorStore"]
| 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-epsilla/llama_index/vector_stores/epsilla/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-epsilla/llama_index/vector_stores/epsilla/base.py | """Epsilla vector store."""
import logging
from typing import Any, 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 (
DEFAULT_PERSIST_DIR,
BasePydanticVectorStore,
V... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
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