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-weaviate/tests/test_to_weaviate_filter.py | llama-index-integrations/vector_stores/llama-index-vector-stores-weaviate/tests/test_to_weaviate_filter.py | from llama_index.core.vector_stores.types import (
FilterCondition,
FilterOperator,
MetadataFilters,
MetadataFilter,
)
from llama_index.vector_stores.weaviate.base import _to_weaviate_filter
def test_to_weaviate_filter_with_various_operators():
filters = MetadataFilters(filters=[MetadataFilter(key... | 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-weaviate/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-weaviate/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-weaviate/llama_index/vector_stores/weaviate/_exceptions.py | llama-index-integrations/vector_stores/llama-index-vector-stores-weaviate/llama_index/vector_stores/weaviate/_exceptions.py | class SyncClientNotProvidedError(Exception):
"""Exception raised when no synchronous weaviate client was provided via the `weaviate_client` parameter."""
def __init__(
self,
message="Sync method called without a synchronous WeaviateClient provided. Either switch to using async methods together... | 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-weaviate/llama_index/vector_stores/weaviate/utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-weaviate/llama_index/vector_stores/weaviate/utils.py | """
Weaviate-specific serializers for LlamaIndex data structures.
Contain conversion to and from dataclasses that LlamaIndex uses.
"""
import logging
from typing import Any, Dict, List, cast
from llama_index.core.schema import BaseNode, MetadataMode, TextNode
from llama_index.core.vector_stores.utils 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-weaviate/llama_index/vector_stores/weaviate/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-weaviate/llama_index/vector_stores/weaviate/__init__.py | from llama_index.vector_stores.weaviate.base import WeaviateVectorStore
from llama_index.vector_stores.weaviate._exceptions import (
AsyncClientNotProvidedError,
SyncClientNotProvidedError,
)
__all__ = [
"WeaviateVectorStore",
"AsyncClientNotProvidedError",
"SyncClientNotProvidedError",
]
| 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-weaviate/llama_index/vector_stores/weaviate/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-weaviate/llama_index/vector_stores/weaviate/base.py | """
Weaviate Vector store index.
An index that is built on top of an existing vector store.
"""
import logging
from typing import Any, Dict, List, Optional, Union
from uuid import uuid4
from llama_index.core.bridge.pydantic import Field, PrivateAttr
from llama_index.core.schema import BaseNode
from llama_index.core... | 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-moorcheh/tests/test_vector_stores_moorcheh.py | llama-index-integrations/vector_stores/llama-index-vector-stores-moorcheh/tests/test_vector_stores_moorcheh.py | # Test.py
import os
import pytest
import time
import uuid
from typing import List
from llama_index.core import StorageContext, VectorStoreIndex
from llama_index.core.embeddings import MockEmbedding
from llama_index.core.schema import TextNode
from llama_index.core.vector_stores.types import (
BasePydanticVectorSt... | 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-moorcheh/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-moorcheh/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-moorcheh/llama_index/vector_stores/moorcheh/utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-moorcheh/llama_index/vector_stores/moorcheh/utils.py | from collections import Counter
from typing import Callable, List
from llama_index.core.bridge.pydantic import Field
from llama_index.core.base.embeddings.base_sparse import (
BaseSparseEmbedding,
SparseEmbedding,
)
def get_default_tokenizer() -> Callable:
try:
from transformers import BertTokeni... | 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-moorcheh/llama_index/vector_stores/moorcheh/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-moorcheh/llama_index/vector_stores/moorcheh/__init__.py | from llama_index.vector_stores.moorcheh.base import MoorchehVectorStore
__all__ = ["MoorchehVectorStore"]
| 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-moorcheh/llama_index/vector_stores/moorcheh/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-moorcheh/llama_index/vector_stores/moorcheh/base.py | # Importing required libraries and modules
import logging
from typing import Any, List, Optional, Callable, ClassVar, Literal
import uuid
import os
# LlamaIndex internals for schema and vector store support
from llama_index.core.schema import BaseNode, MetadataMode, TextNode
from llama_index.core.llms import LLM
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-alibabacloud-opensearch/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-alibabacloud-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-alibabacloud-opensearch/tests/test_vector_stores_alibabacloud_opensearch.py | llama-index-integrations/vector_stores/llama-index-vector-stores-alibabacloud-opensearch/tests/test_vector_stores_alibabacloud_opensearch.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.alibabacloud_opensearch import (
AlibabaCloudOpenSearchStore,
)
def test_class():
names_of_base_classes = [b.__name__ for b in AlibabaCloudOpenSearchStore.__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-alibabacloud-opensearch/llama_index/vector_stores/alibabacloud_opensearch/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-alibabacloud-opensearch/llama_index/vector_stores/alibabacloud_opensearch/__init__.py | from llama_index.vector_stores.alibabacloud_opensearch.base import (
AlibabaCloudOpenSearchConfig,
AlibabaCloudOpenSearchStore,
)
__all__ = ["AlibabaCloudOpenSearchConfig", "AlibabaCloudOpenSearchStore"]
| 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-alibabacloud-opensearch/llama_index/vector_stores/alibabacloud_opensearch/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-alibabacloud-opensearch/llama_index/vector_stores/alibabacloud_opensearch/base.py | """Alibaba Cloud OpenSearch Vector Store."""
import json
import logging
import asyncio
from typing import Any, List, Dict, Optional
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, TextNode
from llama_index.core.vector_stores.types import (
MetadataFilters,
... | 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-azurepostgresql/tests/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/tests/conftest.py | """pytest fixtures for PostgreSQL connections and connection pools.
This file contains pytest fixtures for setting up PostgreSQL connections
and connection pools, both synchronous and asynchronous. It supports
basic authentication and Azure AD authentication, allowing for flexible
testing configurations.
"""
import 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-azurepostgresql/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/tests/__init__.py | """Placeholder file to make this directory a(n) importable (test) package."""
| 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-azurepostgresql/tests/common/test_shared.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/tests/common/test_shared.py | """Unit tests for shared utilities related to credential parsing (get_username_password)."""
import base64
import hashlib
import hmac
import json
from contextlib import nullcontext
import pytest
from azure.core.credentials import AccessToken, TokenCredential
from llama_index.vector_stores.azure_postgres.common 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-azurepostgresql/tests/common/test_connection.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/tests/common/test_connection.py | """Synchronous connection handling tests for Azure Database for PostgreSQL."""
from collections.abc import Generator
from contextlib import contextmanager, nullcontext
from typing import Any
import pytest
from psycopg import Connection, sql
from pydantic import BaseModel, ConfigDict
from llama_index.vector_stores.az... | 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-azurepostgresql/tests/common/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/tests/common/__init__.py | """Placeholder file to make this directory a(n) importable (test) package."""
| 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-azurepostgresql/tests/llama_index/test_vectorstore.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/tests/llama_index/test_vectorstore.py | """VectorStore integration tests for Azure Database for PostgreSQL using LlamaIndex."""
import re
from contextlib import nullcontext
from typing import Any
import pytest
from psycopg import sql
from psycopg.rows import dict_row
from psycopg_pool import ConnectionPool
from pydantic import PositiveInt
from llama_index... | 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-azurepostgresql/tests/llama_index/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/tests/llama_index/conftest.py | """Pytest fixtures and Pydantic models used for Azure PostgreSQL vector store integration tests."""
from collections.abc import Generator
from typing import Any
import pytest
from psycopg import sql
from psycopg_pool import ConnectionPool
from pydantic import BaseModel, PositiveInt
from llama_index.core.schema 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-azurepostgresql/tests/llama_index/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/tests/llama_index/__init__.py | """Placeholder file to make this directory a(n) importable (test) package."""
| 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-azurepostgresql/llama_index/vector_stores/azure_postgres/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/llama_index/vector_stores/azure_postgres/__init__.py | """Common utilities and models for Azure Database for PostgreSQL operations."""
from .base import AzurePGVectorStore
__all__ = [
"AzurePGVectorStore",
]
| 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-azurepostgresql/llama_index/vector_stores/azure_postgres/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/llama_index/vector_stores/azure_postgres/base.py | """VectorStore integration for Azure Database for PostgreSQL using LlamaIndex."""
import sys
from typing import Any
import numpy as np
from pgvector.psycopg import register_vector # type: ignore[import-untyped]
from psycopg import sql
from psycopg.rows import dict_row
from psycopg.types.json import Jsonb
from llama... | 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-azurepostgresql/llama_index/vector_stores/azure_postgres/common/_connection.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/llama_index/vector_stores/azure_postgres/common/_connection.py | """Synchronous connection handling for Azure Database for PostgreSQL."""
import logging
import time
from collections.abc import Callable
from azure.core.credentials import TokenCredential
from azure.identity import DefaultAzureCredential
from psycopg import Connection, sql
from psycopg.rows import dict_row
from psyco... | 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-azurepostgresql/llama_index/vector_stores/azure_postgres/common/_base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/llama_index/vector_stores/azure_postgres/common/_base.py | """Base VectorStore integration for Azure Database for PostgreSQL."""
import logging
import re
import sys
from collections.abc import Sequence
from typing import Any
import numpy as np
from pgvector.psycopg import register_vector # type: ignore[import-untyped]
from psycopg import sql
from psycopg.rows import dict_ro... | 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-azurepostgresql/llama_index/vector_stores/azure_postgres/common/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/llama_index/vector_stores/azure_postgres/common/__init__.py | """Common utilities and models for Azure Database for PostgreSQL operations."""
from ._base import (
BaseAzurePGVectorStore,
)
from ._connection import (
AzurePGConnectionPool,
ConnectionInfo,
check_connection,
create_extensions,
)
from ._shared import (
HNSW,
Algorithm,
BasicAuth,
... | 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-azurepostgresql/llama_index/vector_stores/azure_postgres/common/_shared.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/llama_index/vector_stores/azure_postgres/common/_shared.py | """Shared utilities and models for asynchronous and synchronous operations."""
import asyncio
import base64
import json
import sys
import threading
from abc import abstractmethod
from collections.abc import Coroutine
from concurrent.futures import ThreadPoolExecutor
from enum import Enum
from typing import Annotated, ... | 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-azurepostgresql/llama_index/vector_stores/azure_postgres/common/aio/_connection.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/llama_index/vector_stores/azure_postgres/common/aio/_connection.py | """Asynchronous connection handling for Azure Database for PostgreSQL."""
import logging
import time
from collections.abc import Awaitable, Callable
from azure.core.credentials_async import AsyncTokenCredential
from azure.identity.aio import DefaultAzureCredential
from psycopg import AsyncConnection, sql
from psycopg... | 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-azurepostgresql/llama_index/vector_stores/azure_postgres/common/aio/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/llama_index/vector_stores/azure_postgres/common/aio/__init__.py | """Common utilities and models for asynchronous Azure Database for PostgreSQL operations."""
from ._connection import (
AsyncAzurePGConnectionPool,
AsyncConnectionInfo,
async_check_connection,
async_create_extensions,
)
__all__ = [
"AsyncAzurePGConnectionPool",
"AsyncConnectionInfo",
"asyn... | 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-vectorx/tests/test_vector_stores_vectorx.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vectorx/tests/test_vector_stores_vectorx.py | import unittest
import sys
import pytest
import time
import os
from pathlib import Path
from unittest.mock import MagicMock
# Add parent directory to Python path
sys.path.append(str(Path(__file__).parent.parent))
from vecx.vectorx import VectorX
from llama_index.vector_stores.vectorx import VectorXVectorStore
from ll... | 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-vectorx/llama_index/vector_stores/vectorx/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vectorx/llama_index/vector_stores/vectorx/__init__.py | from llama_index.vector_stores.vectorx.base import VectorXVectorStore
__all__ = ["VectorXVectorStore"]
| 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-vectorx/llama_index/vector_stores/vectorx/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vectorx/llama_index/vector_stores/vectorx/base.py | import logging
from collections import Counter
import json
from typing import Any, Callable, Dict, List, Optional, cast
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, TextNode
from llama_index.core.vector_stores.types import (
BasePydanticVectorStore,
Vec... | 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-ApertureDB/tests/test_vector_stores_ApertureDB.py | llama-index-integrations/vector_stores/llama-index-vector-stores-ApertureDB/tests/test_vector_stores_ApertureDB.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.ApertureDB import ApertureDBVectorStore
import aperturedb
class MockConnector:
def __init__(self, exists) -> None:
self.exists = exists
self.queries = []
def clone(self):
return 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-ApertureDB/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-ApertureDB/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-ApertureDB/llama_index/vector_stores/ApertureDB/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-ApertureDB/llama_index/vector_stores/ApertureDB/__init__.py | from llama_index.vector_stores.ApertureDB.base import ApertureDBVectorStore
__all__ = ["ApertureDBVectorStore"]
| 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-ApertureDB/llama_index/vector_stores/ApertureDB/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-ApertureDB/llama_index/vector_stores/ApertureDB/base.py | """
ApertureDB vector store index.
"""
from __future__ import annotations
import json
import logging
import numpy as np
from pydantic import PrivateAttr
from typing_extensions import override
from llama_index.core.schema import TextNode
from typing import Any, Dict, List, Optional
from llama_index.core.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-lantern/tests/test_lantern.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lantern/tests/test_lantern.py | import asyncio
from typing import Any, Dict, Generator, List, Union
import pytest
from llama_index.core.schema import (
BaseNode,
IndexNode,
TextNode,
)
from llama_index.core.vector_stores.types import (
VectorStoreQuery,
)
from llama_index.vector_stores.lantern import LanternVectorStore
# for testing... | 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-lantern/tests/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lantern/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-lantern/tests/test_vector_stores_lantern.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lantern/tests/test_vector_stores_lantern.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.lantern import LanternVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in LanternVectorStore.__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-lantern/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lantern/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-lantern/llama_index/vector_stores/lantern/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lantern/llama_index/vector_stores/lantern/__init__.py | from llama_index.vector_stores.lantern.base import LanternVectorStore
__all__ = ["LanternVectorStore"]
| 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-lantern/llama_index/vector_stores/lantern/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-lantern/llama_index/vector_stores/lantern/base.py | import logging
from typing import TYPE_CHECKING, Any, List, NamedTuple, Optional, Type
import asyncpg # noqa
import psycopg2 # noqa
import sqlalchemy
import sqlalchemy.ext.asyncio # noqa
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, MetadataMode, TextNode
fro... | 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-milvus/tests/test_vector_stores_milvus.py | llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/tests/test_vector_stores_milvus.py | from typing import List, Dict
from unittest.mock import patch, MagicMock
import pymilvus
import pytest
from llama_index.core.schema import TextNode, NodeRelationship, RelatedNodeInfo
from llama_index.core.vector_stores.types import (
BasePydanticVectorStore,
FilterCondition,
FilterOperator,
MetadataFi... | 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-milvus/tests/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/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-milvus/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/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-milvus/llama_index/vector_stores/milvus/utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/llama_index/vector_stores/milvus/utils.py | from abc import ABC, abstractmethod
from typing import List, Dict, Any, Optional, Union
import uuid
import sys
import logging
from enum import Enum
from llama_index.core.bridge.pydantic import (
BaseModel,
StrictFloat,
StrictInt,
StrictStr,
)
from typing import (
Dict,
List,
Optional,
Un... | 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-milvus/llama_index/vector_stores/milvus/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/llama_index/vector_stores/milvus/__init__.py | from llama_index.vector_stores.milvus.base import MilvusVectorStore, IndexManagement
__all__ = ["MilvusVectorStore", "IndexManagement"]
| 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-milvus/llama_index/vector_stores/milvus/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/llama_index/vector_stores/milvus/base.py | """
Milvus vector store index.
An index that is built within Milvus.
"""
import logging
from typing import Any, Dict, List, Optional, Union, Tuple
from copy import deepcopy
from enum import Enum
from llama_index.core.bridge.pydantic import Field, PrivateAttr
from llama_index.core.indices.query.embedding_utils impor... | 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-timescalevector/llama_index/vector_stores/timescalevector/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-timescalevector/llama_index/vector_stores/timescalevector/__init__.py | from llama_index.vector_stores.timescalevector.base import TimescaleVectorStore
__all__ = ["TimescaleVectorStore"]
| 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-timescalevector/llama_index/vector_stores/timescalevector/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-timescalevector/llama_index/vector_stores/timescalevector/base.py | import enum
import uuid
from datetime import timedelta
from typing import Any, Dict, List, Optional, ClassVar
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.constants import DEFAULT_EMBEDDING_DIM
from llama_index.core.schema import BaseNode, MetadataMode, TextNode
from llama_index.core.... | 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-vearch/tests/test_vector_stores_vearch.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vearch/tests/test_vector_stores_vearch.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.vearch import VearchVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in VearchVectorStore.__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-vearch/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vearch/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-vearch/llama_index/vector_stores/vearch/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vearch/llama_index/vector_stores/vearch/__init__.py | from llama_index.vector_stores.vearch.base import VearchVectorStore
__all__ = ["VearchVectorStore"]
| 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-vearch/llama_index/vector_stores/vearch/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vearch/llama_index/vector_stores/vearch/base.py | import logging
import typing
import uuid
from typing import Any, Iterable, List, Optional
import numpy as np
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,
... | 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-elasticsearch/tests/test_vector_stores_elasticsearch.py | llama-index-integrations/vector_stores/llama-index-vector-stores-elasticsearch/tests/test_vector_stores_elasticsearch.py | import aiohttp # noqa
import logging
import os
import re
import uuid
from typing import AsyncGenerator, List, Generator
from elasticsearch import AsyncElasticsearch, ConnectionError
import pandas as pd
import pytest
import pytest_asyncio
from llama_index.core.schema import 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-elasticsearch/tests/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-elasticsearch/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-elasticsearch/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-elasticsearch/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-elasticsearch/llama_index/vector_stores/elasticsearch/utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-elasticsearch/llama_index/vector_stores/elasticsearch/utils.py | from typing import Any, Dict, Optional
from elasticsearch import AsyncElasticsearch, Elasticsearch
from logging import getLogger
from llama_index.core.schema import BaseNode, TextNode
from llama_index.core.vector_stores.utils import metadata_dict_to_node
logger = getLogger(__name__)
def get_user_agent() -> str:
... | 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-elasticsearch/llama_index/vector_stores/elasticsearch/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-elasticsearch/llama_index/vector_stores/elasticsearch/__init__.py | from llama_index.vector_stores.elasticsearch.base import ElasticsearchStore
from elasticsearch.helpers.vectorstore import (
AsyncBM25Strategy,
AsyncSparseVectorStrategy,
AsyncDenseVectorStrategy,
AsyncRetrievalStrategy,
)
__all__ = [
"AsyncBM25Strategy",
"AsyncDenseVectorStrategy",
"AsyncR... | 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-elasticsearch/llama_index/vector_stores/elasticsearch/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-elasticsearch/llama_index/vector_stores/elasticsearch/base.py | """Elasticsearch vector store."""
import asyncio
from logging import getLogger
from typing import Any, Callable, Dict, List, Literal, Optional, Union
import nest_asyncio
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, MetadataMode
from llama_index.core.vector_sto... | 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-upstash/tests/test_vector_stores_upstash.py | llama-index-integrations/vector_stores/llama-index-vector-stores-upstash/tests/test_vector_stores_upstash.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.upstash import UpstashVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in UpstashVectorStore.__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-upstash/tests/test_upstash.py | llama-index-integrations/vector_stores/llama-index-vector-stores-upstash/tests/test_upstash.py | import os
from importlib.util import find_spec
from typing import List
import time
import pytest
from llama_index.core.schema import NodeRelationship, RelatedNodeInfo, TextNode
from llama_index.core.vector_stores.types import (
VectorStoreQuery,
MetadataFilter,
MetadataFilters,
FilterOperator,
Filte... | 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-upstash/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-upstash/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-upstash/llama_index/vector_stores/upstash/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-upstash/llama_index/vector_stores/upstash/__init__.py | from llama_index.vector_stores.upstash.base import UpstashVectorStore
__all__ = ["UpstashVectorStore"]
| 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-upstash/llama_index/vector_stores/upstash/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-upstash/llama_index/vector_stores/upstash/base.py | """
Upstash vector store index.
An index that is built with Upstash Vector.
https://upstash.com/docs/vector/overall/getstarted
"""
import logging
from typing import Any, List
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode
from llama_index.core.utils import iter... | 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-docarray/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-docarray/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-docarray/tests/test_vector_stores_docarray.py | llama-index-integrations/vector_stores/llama-index-vector-stores-docarray/tests/test_vector_stores_docarray.py | from llama_index.core.vector_stores.types import VectorStore
from llama_index.vector_stores.docarray import (
DocArrayHnswVectorStore,
DocArrayInMemoryVectorStore,
)
def test_class():
names_of_base_classes = [b.__name__ for b in DocArrayHnswVectorStore.__mro__]
assert VectorStore.__name__ in names_of_... | 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-docarray/llama_index/vector_stores/docarray/in_memory.py | llama-index-integrations/vector_stores/llama-index-vector-stores-docarray/llama_index/vector_stores/docarray/in_memory.py | from typing import Any, List, Literal, Optional
import fsspec
from llama_index.vector_stores.docarray.base import DocArrayVectorStore
class DocArrayInMemoryVectorStore(DocArrayVectorStore):
"""
Class representing a DocArray In-Memory vector store.
This class is a document index provided by Docarray that... | 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-docarray/llama_index/vector_stores/docarray/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-docarray/llama_index/vector_stores/docarray/__init__.py | from llama_index.vector_stores.docarray.hnsw import DocArrayHnswVectorStore
from llama_index.vector_stores.docarray.in_memory import DocArrayInMemoryVectorStore
__all__ = [
"DocArrayInMemoryVectorStore",
"DocArrayHnswVectorStore",
]
| 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-docarray/llama_index/vector_stores/docarray/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-docarray/llama_index/vector_stores/docarray/base.py | import logging
from abc import ABC, abstractmethod
from typing import Any, Dict, List, Optional, Type
import numpy as np
from llama_index.core.bridge.pydantic import Field
from llama_index.core.schema import BaseNode, MetadataMode, TextNode
from llama_index.core.vector_stores.types import (
VectorStore,
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-docarray/llama_index/vector_stores/docarray/hnsw.py | llama-index-integrations/vector_stores/llama-index-vector-stores-docarray/llama_index/vector_stores/docarray/hnsw.py | import json
import os
from typing import Any, List, Literal
from llama_index.vector_stores.docarray.base import DocArrayVectorStore
class DocArrayHnswVectorStore(DocArrayVectorStore):
"""
Class representing a DocArray HNSW vector store.
This class is a lightweight Document Index implementation provided ... | 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-db2/tests/test_vector_stores_db2.py | llama-index-integrations/vector_stores/llama-index-vector-stores-db2/tests/test_vector_stores_db2.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.db2 import (
DB2LlamaVS,
create_table,
table_exists,
drop_table,
DistanceStrategy,
)
from llama_index.core.schema import NodeRelationship, RelatedNodeInfo, TextNode
from llama_index.core.vector_s... | 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-db2/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-db2/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-db2/llama_index/vector_stores/db2/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-db2/llama_index/vector_stores/db2/__init__.py | from llama_index.vector_stores.db2.base import (
DB2LlamaVS,
create_table,
table_exists,
drop_table,
DistanceStrategy,
)
__all__ = [
"DB2LlamaVS",
"create_table",
"table_exists",
"drop_table",
"DistanceStrategy",
]
| 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-db2/llama_index/vector_stores/db2/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-db2/llama_index/vector_stores/db2/base.py | # OopCompanion:suppressRename
from __future__ import annotations
import functools
import json
import logging
import math
import os
from enum import Enum
from typing import (
TYPE_CHECKING,
Any,
Callable,
Dict,
List,
Optional,
Type,
TypeVar,
cast,
)
from llama_index.core.schema 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-hnswlib/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-hnswlib/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-hnswlib/tests/test_vector_stores_hnswlib.py | llama-index-integrations/vector_stores/llama-index-vector-stores-hnswlib/tests/test_vector_stores_hnswlib.py | from typing import List
import pytest
from llama_index.core.schema import TextNode
from llama_index.core.vector_stores.types import (
BasePydanticVectorStore,
VectorStoreQuery,
)
from llama_index.vector_stores.hnswlib import HnswlibVectorStore
import os
@pytest.fixture(scope="session")
def node_embeddings()... | 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-hnswlib/llama_index/vector_stores/hnswlib/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-hnswlib/llama_index/vector_stores/hnswlib/__init__.py | from llama_index.vector_stores.hnswlib.base import HnswlibVectorStore
__all__ = ["HnswlibVectorStore"]
| 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-hnswlib/llama_index/vector_stores/hnswlib/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-hnswlib/llama_index/vector_stores/hnswlib/base.py | """
Hnswlib Vector store index.
An index that is built on top of an existing vector store.
"""
import json
import logging
import os
from pathlib import Path
from typing import Any, List, Optional, cast, Literal
import fsspec
import numpy as np
from fsspec.implementations.local import LocalFileSystem
from llama_ind... | 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-oceanbase/tests/test_vector_stores_oceanbase.py | llama-index-integrations/vector_stores/llama-index-vector-stores-oceanbase/tests/test_vector_stores_oceanbase.py | import logging
import os
from typing import List
import pytest
from llama_index.vector_stores.oceanbase import OceanBaseVectorStore
try:
from pyobvector import ObVecClient
OB_URI = os.getenv("OB_URI", "127.0.0.1:2881")
OB_USER = os.getenv("OB_USER", "root@test")
OB_PWD = os.getenv("OB_PWD", "")
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-oceanbase/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-oceanbase/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-oceanbase/llama_index/vector_stores/oceanbase/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-oceanbase/llama_index/vector_stores/oceanbase/__init__.py | from llama_index.vector_stores.oceanbase.base import OceanBaseVectorStore
__all__ = ["OceanBaseVectorStore"]
| 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-oceanbase/llama_index/vector_stores/oceanbase/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-oceanbase/llama_index/vector_stores/oceanbase/base.py | """OceanBase Vector Store."""
import math
import logging
import json
from typing import Any, Optional, List
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.utils import iter_batch
from llama_index.core.schema import BaseNode, MetadataMode
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-singlestoredb/tests/test_vector_stores_singlestoredb.py | llama-index-integrations/vector_stores/llama-index-vector-stores-singlestoredb/tests/test_vector_stores_singlestoredb.py | from unittest.mock import MagicMock, patch
import pytest
import json
from llama_index.core.vector_stores.types import (
BasePydanticVectorStore,
VectorStoreQuery,
)
from llama_index.vector_stores.singlestoredb import SingleStoreVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in Sin... | 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-singlestoredb/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-singlestoredb/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-singlestoredb/llama_index/vector_stores/singlestoredb/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-singlestoredb/llama_index/vector_stores/singlestoredb/__init__.py | from llama_index.vector_stores.singlestoredb.base import SingleStoreVectorStore
__all__ = ["SingleStoreVectorStore"]
| 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-singlestoredb/llama_index/vector_stores/singlestoredb/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-singlestoredb/llama_index/vector_stores/singlestoredb/base.py | import json
import logging
import re
from typing import Any, List, Optional, Sequence
from llama_index.core.schema import BaseNode, MetadataMode
from llama_index.core.vector_stores.types import (
BasePydanticVectorStore,
VectorStoreQuery,
VectorStoreQueryResult,
)
from llama_index.core.vector_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/vector_stores/llama-index-vector-stores-s3/tests/test_s3_vector_store.py | llama-index-integrations/vector_stores/llama-index-vector-stores-s3/tests/test_s3_vector_store.py | import boto3
import os
from llama_index.core.vector_stores.types import VectorStoreQuery
import pytest
import uuid
from typing import List
from llama_index.core.schema import TextNode
from llama_index.core.vector_stores.types import MetadataFilters, MetadataFilter
from llama_index.vector_stores.s3 import S3VectorStore... | 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-s3/llama_index/vector_stores/s3/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-s3/llama_index/vector_stores/s3/__init__.py | from llama_index.vector_stores.s3.base import S3VectorStore
__all__ = ["S3VectorStore"]
| 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-s3/llama_index/vector_stores/s3/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-s3/llama_index/vector_stores/s3/base.py | """
S3 vector store index.
An index that is built on top of an existing S3Vectors collection.
"""
import asyncio
import boto3
import logging
import time
from typing import Any, List, Optional, Tuple
from llama_index.core.bridge.pydantic import Field, PrivateAttr
from llama_index.core.schema import BaseNode, 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-vertexaivectorsearch/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vertexaivectorsearch/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-vertexaivectorsearch/tests/test_vector_stores_vertexaivectorsearch.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vertexaivectorsearch/tests/test_vector_stores_vertexaivectorsearch.py | """Test Vertex AI Vector Store Vector Search functionality."""
import os
import uuid
import hashlib
from typing import List
from unittest.mock import patch, MagicMock
import pytest
from llama_index.core.schema import MetadataMode, TextNode, Document
from llama_index.core.vector_stores.types import BasePydanticVecto... | 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-vertexaivectorsearch/llama_index/vector_stores/vertexaivectorsearch/_sdk_manager.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vertexaivectorsearch/llama_index/vector_stores/vertexaivectorsearch/_sdk_manager.py | from typing import Union
from google.oauth2.service_account import Credentials # type: ignore
from google.cloud import aiplatform, storage
from google.cloud.aiplatform import telemetry
from google.cloud.aiplatform.matching_engine import (
MatchingEngineIndex,
MatchingEngineIndexEndpoint,
)
from llama_index.v... | 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-vertexaivectorsearch/llama_index/vector_stores/vertexaivectorsearch/utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vertexaivectorsearch/llama_index/vector_stores/vertexaivectorsearch/utils.py | """
Vertex AI Vector Search specific serializers for LlamaIndex data structures.
Contain conversion to and from dataclasses that LlamaIndex uses.
"""
import json
import logging
import warnings
from importlib import metadata
from typing import Any, Dict, List, Optional, Union, Tuple
import uuid
from llama_index.co... | 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-vertexaivectorsearch/llama_index/vector_stores/vertexaivectorsearch/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vertexaivectorsearch/llama_index/vector_stores/vertexaivectorsearch/__init__.py | from llama_index.vector_stores.vertexaivectorsearch.base import VertexAIVectorStore
__all__ = ["VertexAIVectorStore"]
| 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-vertexaivectorsearch/llama_index/vector_stores/vertexaivectorsearch/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vertexaivectorsearch/llama_index/vector_stores/vertexaivectorsearch/base.py | """
Vertex AI 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, Literal, cast
from llama_index.core.bridge.pydantic import Field, PrivateAttr
from llama_index.core.schema import BaseNode
from llama_index.core.vector_st... | 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-vertexaivectorsearch/llama_index/vector_stores/vertexaivectorsearch/_v2_operations.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vertexaivectorsearch/llama_index/vector_stores/vertexaivectorsearch/_v2_operations.py | """
V2 operations for Vertex AI Vector Search.
This module contains all v2-specific operations and is imported lazily
only when api_version="v2" is used.
"""
import logging
import time
from functools import wraps
from typing import Any, Callable, List, Optional, TypeVar
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-tablestore/tests/test_vector_stores_tablestore.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tablestore/tests/test_vector_stores_tablestore.py | import os
import pytest
import tablestore
from llama_index.core import MockEmbedding
from llama_index.core.schema import TextNode
from llama_index.core.vector_stores.types import (
BasePydanticVectorStore,
VectorStoreQuery,
MetadataFilters,
MetadataFilter,
FilterOperator,
FilterCondition,
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
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