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-vespa/tests/test_vespavectorstore.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vespa/tests/test_vespavectorstore.py | import asyncio
import pytest
from llama_index.core.schema import TextNode
from llama_index.core.vector_stores.types import (
VectorStoreQuery,
VectorStoreQueryMode,
)
from vespa.application import ApplicationPackage
from llama_index.vector_stores.vespa import VespaVectorStore, hybrid_template
try:
# Shoul... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-vespa/tests/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vespa/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-vespa/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vespa/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-vespa/llama_index/vector_stores/vespa/templates.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vespa/llama_index/vector_stores/vespa/templates.py | try:
from vespa.package import (
ApplicationPackage,
Field,
Schema,
Document,
HNSW,
RankProfile,
Component,
Parameter,
FieldSet,
GlobalPhaseRanking,
Function,
)
except ImportError:
raise ModuleNotFoundError(
"pyv... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-vespa/llama_index/vector_stores/vespa/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vespa/llama_index/vector_stores/vespa/__init__.py | from llama_index.vector_stores.vespa.base import (
VespaVectorStore,
)
from llama_index.vector_stores.vespa.templates import hybrid_template
__all__ = ["VespaVectorStore", "hybrid_template"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-vespa/llama_index/vector_stores/vespa/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-vespa/llama_index/vector_stores/vespa/base.py | """Vespa vector store."""
from typing import Any, List, Optional, Callable
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, MetadataMode
from llama_index.core.vector_stores.types import (
BasePydanticVectorStore,
VectorStoreQuery,
VectorStoreQueryMode,... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-openGauss/tests/test_opengauss.py | llama-index-integrations/vector_stores/llama-index-vector-stores-openGauss/tests/test_opengauss.py | import pytest
from typing import Any, Dict, Generator, List, Union
import asyncio
from llama_index.core.schema import TextNode, NodeRelationship, RelatedNodeInfo
from llama_index.core.vector_stores.types import (
VectorStoreQuery,
VectorStoreQueryMode,
)
from llama_index.vector_stores.openGauss import OpenGauss... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-openGauss/tests/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-openGauss/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-openGauss/tests/test_vector_stores_opengauss.py | llama-index-integrations/vector_stores/llama-index-vector-stores-openGauss/tests/test_vector_stores_opengauss.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.openGauss import OpenGaussStore
def test_class():
names_of_base_classes = [b.__name__ for b in OpenGaussStore.__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-openGauss/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-openGauss/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-openGauss/llama_index/vector_stores/openGauss/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-openGauss/llama_index/vector_stores/openGauss/__init__.py | from llama_index.vector_stores.openGauss.base import OpenGaussStore
__all__ = ["OpenGaussStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-openGauss/llama_index/vector_stores/openGauss/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-openGauss/llama_index/vector_stores/openGauss/base.py | import logging
from llama_index.vector_stores.postgres.base import PGVectorStore
from typing import (
Any,
NamedTuple,
Type,
Optional,
Union,
Set,
Dict,
List,
Tuple,
Literal,
)
from llama_index.core.vector_stores.types import (
MetadataFilters,
)
import sqlalchemy
_logger = ... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-oracledb/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-oracledb/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-oracledb/tests/test_vector_stores_orallamavs.py | llama-index-integrations/vector_stores/llama-index-vector-stores-oracledb/tests/test_vector_stores_orallamavs.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.oracledb import OraLlamaVS
def test_class():
names_of_base_classes = [b.__name__ for b in OraLlamaVS.__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-oracledb/llama_index/vector_stores/oracledb/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-oracledb/llama_index/vector_stores/oracledb/__init__.py | from llama_index.vector_stores.oracledb.base import OraLlamaVS, DistanceStrategy
__all__ = ["OraLlamaVS", "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-oracledb/llama_index/vector_stores/oracledb/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-oracledb/llama_index/vector_stores/oracledb/base.py | # OopCompanion:suppressRename
from __future__ import annotations
import array
import functools
import json
import logging
import math
import os
import re
import uuid
from enum import Enum
from typing import (
TYPE_CHECKING,
Any,
Callable,
ClassVar,
Dict,
List,
Optional,
Tuple,
Type,... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-solr/tests/test_solr_vector_store.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/tests/test_solr_vector_store.py | """Test OSS Apache Solr vector store."""
from typing import Any, Optional
from unittest.mock import AsyncMock, MagicMock
import pytest
from llama_index.core.schema import BaseNode, TextNode
from llama_index.core.vector_stores.types import (
FilterCondition,
FilterOperator,
MetadataFilter,
MetadataFil... | 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-solr/tests/test_types.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/tests/test_types.py | import pytest
from llama_index.vector_stores.solr.types import BoostedTextField, SolrQueryDict
@pytest.mark.parametrize(
("field", "boost", "expected"),
[
("title", 1.0, "title"),
("body", 2.5, "body^2.5"),
("summary", 0.8, "summary^0.8"),
("content", 0.0, "content^0.0"),
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-solr/tests/test_async_client.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/tests/test_async_client.py | import asyncio
import sys
from typing import Any, Optional
from unittest import mock
from unittest.mock import MagicMock, patch
import aiohttp
import aiosolr
import pytest
from pydantic import ValidationError
from llama_index.vector_stores.solr.client import (
AsyncSolrClient,
SolrSelectResponse,
SolrUpda... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-solr/tests/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/tests/conftest.py | from collections.abc import Iterator
from datetime import date, datetime, timezone
try:
from datetime import UTC
except ImportError:
UTC = timezone.utc
from typing import Any, Optional, Union
from uuid import uuid4
from zoneinfo import ZoneInfo
import aiosolr
import numpy as np
import pysolr
import pytest
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-solr/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/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-solr/tests/test_client_utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/tests/test_client_utils.py | from datetime import date, datetime, timezone
try:
from datetime import UTC
except ImportError:
UTC = timezone.utc
from typing import Any, Union
from zoneinfo import ZoneInfo
import pytest
from llama_index.vector_stores.solr.client.utils import (
format_datetime_for_solr,
prepare_document_for_solr,
)... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-solr/tests/test_sync_client.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/tests/test_sync_client.py | import time
from typing import Any, Optional
from unittest import mock
from unittest.mock import MagicMock, patch
import pysolr
import pytest
import requests
from pydantic import ValidationError
from llama_index.vector_stores.solr.client import (
SolrSelectResponse,
SolrUpdateResponse,
SyncSolrClient,
)
f... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-solr/tests/test_solr_vector_store_query_utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/tests/test_solr_vector_store_query_utils.py | """Testing solr vector store utils."""
from typing import Union
import pytest
from llama_index.core.vector_stores.types import (
FilterCondition,
FilterOperator,
MetadataFilter,
MetadataFilters,
)
from llama_index.vector_stores.solr.query_utils import (
recursively_unpack_filters,
)
@pytest.mar... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-solr/tests/integration/test_solr_vector_store.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/tests/integration/test_solr_vector_store.py | """
end-to-end integration tests for ApacheSolrVectorStore.
Functionality Covered:
1. Index (add / async_add) a handful of nodes with metadata + embeddings.
2. Retrieve via:
- Match all (*:*) raw query (implicit through vector store query without embedding)
- Dense KNN query (VectorStoreQueryMode.DEFAULT)
- 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-solr/llama_index/vector_stores/solr/constants.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/constants.py | """
Constants for Solr vector store.
This module contains configuration constants, escape rules, and field definitions
used throughout the Solr vector store implementation. These constants ensure
consistent behavior across different components and provide centralized
configuration for Solr-specific operations.
The cons... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/query_utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/query_utils.py | """
Utilities for use with the Apache Solr Vector Store integration.
This module provides utility functions for working with Solr in the context of
LlamaIndex vector stores. It includes functions for:
- Query escaping and preprocessing
- Node relationship serialization/deserialization
- Metadata filter conversion to So... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/__init__.py | from llama_index.vector_stores.solr.base import ApacheSolrVectorStore
from llama_index.vector_stores.solr.client import AsyncSolrClient, SyncSolrClient
from llama_index.vector_stores.solr.types import BoostedTextField
__all__ = [
"ApacheSolrVectorStore",
"AsyncSolrClient",
"BoostedTextField",
"SyncSolr... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/types.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/types.py | """Shared type declarations for the Apache Solr vector store integration."""
from typing import TypedDict
from pydantic import BaseModel
from typing_extensions import NotRequired
class BoostedTextField(BaseModel):
"""
A text field with an optional boost value for Solr queries.
This model represents a 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-solr/llama_index/vector_stores/solr/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/base.py | """Apache Solr vector store."""
import asyncio
import logging
import time
from collections.abc import Sequence
from typing import Annotated, Any, ClassVar, Optional, Union
from annotated_types import MinLen
from pydantic import (
ConfigDict,
Field,
SkipValidation,
field_validator,
)
from llama_index.... | 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-solr/llama_index/vector_stores/solr/client/_base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/client/_base.py | """Sync/async clients for interacting with Apache Solr."""
from typing import Any, Optional
from llama_index.vector_stores.solr.constants import SolrConstants
class _BaseSolrClient:
"""Base Solr client for shared functionality."""
def __init__(
self,
base_url: str,
request_timeout_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-solr/llama_index/vector_stores/solr/client/async_.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/client/async_.py | """An asynchronous Solr client implementation using ``aiosolr`` under the hood."""
import asyncio
import logging
import sys
import time
from asyncio import Task
from collections.abc import Mapping, Sequence
from typing import Any, Union, cast
from urllib.parse import urlparse
import aiosolr
from pydantic import Valid... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/client/sync.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/client/sync.py | """A synchronous Solr client implementation using ``pysolr`` under the hood."""
import logging
import time
from collections.abc import Mapping, Sequence
from typing import Any, Optional
from xml.etree.ElementTree import ParseError
import pysolr
from pydantic import ValidationError
from llama_index.vector_stores.solr... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/client/utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/client/utils.py | """Utilities for use with Solr clients, particularly for preparing data for ingestion."""
from datetime import date, datetime, timezone
try:
from datetime import UTC
except ImportError:
UTC = timezone.utc
from collections.abc import Mapping
from typing import Any, Union, cast
import numpy as np
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-solr/llama_index/vector_stores/solr/client/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/client/__init__.py | from llama_index.vector_stores.solr.client.async_ import AsyncSolrClient
from llama_index.vector_stores.solr.client.responses import (
SolrResponseHeader,
SolrSelectResponse,
SolrUpdateResponse,
)
from llama_index.vector_stores.solr.client.sync import SyncSolrClient
__all__ = [
"AsyncSolrClient",
"... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/client/responses.py | llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/client/responses.py | """
Pydantic models for Solr responses.
This includes utilities for bridging between responses from ``pysolr`` and ``aiosolr``.
"""
from typing import Any, ClassVar, Optional, Union
from xml.etree import ElementTree as ET
import aiosolr
import pysolr
from pydantic import BaseModel, ConfigDict, Field, alias_generator... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-pinecone/tests/test_vector_stores_pinecone.py | llama-index-integrations/vector_stores/llama-index-vector-stores-pinecone/tests/test_vector_stores_pinecone.py | import os
import pytest
import time
import uuid
import pinecone.db_data
from pinecone import Pinecone, ServerlessSpec
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_inde... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-pinecone/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-pinecone/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-pinecone/llama_index/vector_stores/pinecone/utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-pinecone/llama_index/vector_stores/pinecone/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:
"""
Get default tokenizer.
NOTE: taken ... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-pinecone/llama_index/vector_stores/pinecone/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-pinecone/llama_index/vector_stores/pinecone/__init__.py | from llama_index.vector_stores.pinecone.base import PineconeVectorStore
__all__ = ["PineconeVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-pinecone/llama_index/vector_stores/pinecone/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-pinecone/llama_index/vector_stores/pinecone/base.py | """
Pinecone Vector store index.
An index that is built on top of an existing vector store.
"""
import logging
from typing import Any, Callable, Dict, List, Optional, cast
from llama_index.core.base.embeddings.base_sparse import BaseSparseEmbedding
from llama_index.core.bridge.pydantic import PrivateAttr
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-zep/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-zep/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-zep/tests/test_vector_stores_zep.py | llama-index-integrations/vector_stores/llama-index-vector-stores-zep/tests/test_vector_stores_zep.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.zep import ZepVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in ZepVectorStore.__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-zep/llama_index/vector_stores/zep/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-zep/llama_index/vector_stores/zep/__init__.py | from llama_index.vector_stores.zep.base import ZepVectorStore
__all__ = ["ZepVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-zep/llama_index/vector_stores/zep/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-zep/llama_index/vector_stores/zep/base.py | import logging
from typing import Any, Dict, List, Optional, Tuple, Union
import zep_python
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-hologres/tests/test_hologres.py | llama-index-integrations/vector_stores/llama-index-vector-stores-hologres/tests/test_hologres.py | from llama_index.vector_stores.hologres import HologresVectorStore
from llama_index.core.schema import TextNode
from llama_index.core.vector_stores.types import VectorStoreQuery
import logging
logger = logging.getLogger(__name__)
def _get_hologres_vector_store():
test_hologres_config = {
"host": "<host>"... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-hologres/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-hologres/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-hologres/tests/test_vector_stores_hologres.py | llama-index-integrations/vector_stores/llama-index-vector-stores-hologres/tests/test_vector_stores_hologres.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.hologres import HologresVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in HologresVectorStore.__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-hologres/llama_index/vector_stores/hologres/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-hologres/llama_index/vector_stores/hologres/__init__.py | from llama_index.vector_stores.hologres.base import HologresVectorStore
__all__ = ["HologresVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-hologres/llama_index/vector_stores/hologres/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-hologres/llama_index/vector_stores/hologres/base.py | """
Hologres Vector store index.
Vector store using hologres back end.
"""
import logging
import math
from typing import Any, List, cast, Dict
from hologres_vector import HologresVector
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, TextNode, MetadataMode
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-gel/tests/test_vector_stores_gel.py | llama-index-integrations/vector_stores/llama-index-vector-stores-gel/tests/test_vector_stores_gel.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.gel import GelVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in GelVectorStore.__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-gel/tests/test_gel.py | llama-index-integrations/vector_stores/llama-index-vector-stores-gel/tests/test_gel.py | import subprocess
import pytest
import pytest_asyncio
from llama_index.core.schema import TextNode
from llama_index.core.vector_stores.types import (
VectorStoreQuery,
FilterOperator,
FilterCondition,
MetadataFilters,
MetadataFilter,
)
from llama_index.vector_stores.gel import GelVectorStore, get_f... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-gel/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-gel/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-gel/llama_index/vector_stores/gel/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-gel/llama_index/vector_stores/gel/__init__.py | from llama_index.vector_stores.gel.base import GelVectorStore, get_filter_clause
__all__ = ["GelVectorStore", "get_filter_clause"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-gel/llama_index/vector_stores/gel/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-gel/llama_index/vector_stores/gel/base.py | import logging
from typing import (
Any,
List,
Optional,
Sequence,
)
from llama_index.core.schema import BaseNode, TextNode
from llama_index.core.vector_stores.types import (
BasePydanticVectorStore,
FilterOperator,
FilterCondition,
MetadataFilters,
MetadataFilter,
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-tencentvectordb/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tencentvectordb/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-tencentvectordb/tests/test_vector_stores_tencentvectordb.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tencentvectordb/tests/test_vector_stores_tencentvectordb.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.tencentvectordb import (
TencentVectorDB,
CollectionParams,
FilterField,
)
def test_class():
names_of_base_classes = [b.__name__ for b in TencentVectorDB.__mro__]
assert BasePydanticVectorStore.... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-tencentvectordb/llama_index/vector_stores/tencentvectordb/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tencentvectordb/llama_index/vector_stores/tencentvectordb/__init__.py | from llama_index.vector_stores.tencentvectordb.base import (
TencentVectorDB,
CollectionParams,
FilterField,
)
__all__ = ["TencentVectorDB", "CollectionParams", "FilterField"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-tencentvectordb/llama_index/vector_stores/tencentvectordb/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-tencentvectordb/llama_index/vector_stores/tencentvectordb/base.py | """
Tencent Vector store index.
An index that is built with Tencent Vector Database.
"""
import json
from typing import Any, Dict, List, Optional
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import (
BaseNode,
NodeRelationship,
RelatedNodeInfo,
TextNode,
)
fr... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/tests/test_mmr.py | llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/tests/test_mmr.py | import pytest
import chromadb
from llama_index.vector_stores.chroma import ChromaVectorStore
from llama_index.core.vector_stores.types import VectorStoreQuery, VectorStoreQueryMode
import uuid
def _build_simple_collection():
client = chromadb.EphemeralClient()
name = f"chroma_mmr_test_{uuid.uuid4().hex[:8]}"... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/tests/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/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-chroma/tests/test_chromadb.py | llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/tests/test_chromadb.py | import os
from typing import Dict, List, Generator
import pytest
from llama_index.core.schema import NodeRelationship, RelatedNodeInfo, TextNode
from llama_index.vector_stores.chroma import ChromaVectorStore
from llama_index.core.vector_stores.types import (
VectorStoreQuery,
MetadataFilter,
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-chroma/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/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-chroma/tests/test_vector_stores_chroma.py | llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/tests/test_vector_stores_chroma.py | from dataclasses import dataclass
from typing import Any, Dict, Optional
from llama_index.core.schema import ImageNode
from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.core.vector_stores.utils import node_to_metadata_dict
from llama_index.vector_stores.chroma import ChromaVecto... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/llama_index/vector_stores/chroma/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/llama_index/vector_stores/chroma/__init__.py | from llama_index.vector_stores.chroma.base import ChromaVectorStore
__all__ = ["ChromaVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/llama_index/vector_stores/chroma/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/llama_index/vector_stores/chroma/base.py | """Chroma vector store."""
import logging
import math
from typing import Any, Dict, Generator, List, Optional, Union, cast
import chromadb
from chromadb.api.models.Collection import Collection
from llama_index.core.bridge.pydantic import Field, PrivateAttr
from llama_index.core.indices.query.embedding_utils import ge... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-clickhouse/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-clickhouse/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-clickhouse/tests/test_clickhouse.py | llama-index-integrations/vector_stores/llama-index-vector-stores-clickhouse/tests/test_clickhouse.py | import logging
import uuid
from typing import Any, Generator, List
import clickhouse_connect
import pytest
from llama_index.core.schema import (
NodeRelationship,
RelatedNodeInfo,
TextNode,
)
from llama_index.core.vector_stores.types import (
ExactMatchFilter,
MetadataFilters,
VectorStoreQuery,
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-clickhouse/llama_index/vector_stores/clickhouse/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-clickhouse/llama_index/vector_stores/clickhouse/__init__.py | from llama_index.vector_stores.clickhouse.base import ClickHouseVectorStore
__all__ = ["ClickHouseVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-clickhouse/llama_index/vector_stores/clickhouse/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-clickhouse/llama_index/vector_stores/clickhouse/base.py | """
ClickHouse vector store.
An index that is built on top of an existing ClickHouse cluster.
For current documentation, refer to : https://clickhouse.com/docs/engines/table-engines/mergetree-family/annindexes
"""
import importlib
import json
import logging
import re
from typing import Any, Dict, List, Optional, cast... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-databricks/llama_index/vector_stores/databricks/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-databricks/llama_index/vector_stores/databricks/__init__.py | from llama_index.vector_stores.databricks.base import (
DatabricksVectorSearch,
)
__all__ = ["DatabricksVectorSearch"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-databricks/llama_index/vector_stores/databricks/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-databricks/llama_index/vector_stores/databricks/base.py | """
Databricks Vector Search index.
Supports Delta Sync indexes and Direct Access indexes in Databricks Vector Search.
"""
import json
import logging
from typing import Any, List, Dict, Optional, cast
from enum import Enum
from databricks.vector_search.client import VectorSearchIndex
from llama_index.core.bridge.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-kdbai/llama_index/vector_stores/kdbai/utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-kdbai/llama_index/vector_stores/kdbai/utils.py | from typing import Dict
import logging
logger = logging.getLogger(__name__)
def default_sparse_encoder(text: str) -> Dict[int, int]:
try:
from transformers import BertTokenizer
from collections import Counter
except ImportError:
raise ImportError(
"Could not import transfo... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-kdbai/llama_index/vector_stores/kdbai/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-kdbai/llama_index/vector_stores/kdbai/__init__.py | from llama_index.vector_stores.kdbai.base import KDBAIVectorStore
__all__ = ["KDBAIVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-kdbai/llama_index/vector_stores/kdbai/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-kdbai/llama_index/vector_stores/kdbai/base.py | """
KDB.AI vector store index.
An index that is built within KDB.AI.
"""
import logging
from typing import Any, List, Callable, Optional
import pandas as pd
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, TextNode
from llama_index.core.vector_stores.types impo... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-relyt/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-relyt/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-relyt/tests/test_vector_stores_relyt.py | llama-index-integrations/vector_stores/llama-index-vector-stores-relyt/tests/test_vector_stores_relyt.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.relyt import RelytVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in RelytVectorStore.__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-relyt/llama_index/vector_stores/relyt/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-relyt/llama_index/vector_stores/relyt/__init__.py | from llama_index.vector_stores.relyt.base import RelytVectorStore
__all__ = ["RelytVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-relyt/llama_index/vector_stores/relyt/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-relyt/llama_index/vector_stores/relyt/base.py | import logging
from typing import Any, List
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, MetadataMode
from llama_index.core.vector_stores.types import (
BasePydanticVectorStore,
VectorStoreQuery,
VectorStoreQueryResult,
)
from llama_index.core.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-dynamodb/tests/test_vector_stores_dynamodb.py | llama-index-integrations/vector_stores/llama-index-vector-stores-dynamodb/tests/test_vector_stores_dynamodb.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.dynamodb import DynamoDBVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in DynamoDBVectorStore.__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-dynamodb/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-dynamodb/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-dynamodb/llama_index/vector_stores/dynamodb/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-dynamodb/llama_index/vector_stores/dynamodb/__init__.py | from llama_index.vector_stores.dynamodb.base import DynamoDBVectorStore
__all__ = ["DynamoDBVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-dynamodb/llama_index/vector_stores/dynamodb/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-dynamodb/llama_index/vector_stores/dynamodb/base.py | """DynamoDB vector store index."""
from __future__ import annotations
from logging import getLogger
from typing import Any, Dict, List, cast
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.indices.query.embedding_utils import (
get_top_k_embeddings,
get_top_k_embeddings_learner... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-typesense/tests/test_vector_stores_typesense.py | llama-index-integrations/vector_stores/llama-index-vector-stores-typesense/tests/test_vector_stores_typesense.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.typesense import TypesenseVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in TypesenseVectorStore.__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-typesense/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-typesense/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-typesense/llama_index/vector_stores/typesense/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-typesense/llama_index/vector_stores/typesense/__init__.py | from llama_index.vector_stores.typesense.base import TypesenseVectorStore
__all__ = ["TypesenseVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-typesense/llama_index/vector_stores/typesense/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-typesense/llama_index/vector_stores/typesense/base.py | """
Typesense Vector store index.
An index that is built on top of an existing vector store.
"""
import logging
from typing import Any, Callable, List, Optional, cast
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.schema import BaseNode, MetadataMode, TextNode
from llama_index.core.u... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-cassandra/tests/test_cassandra.py | llama-index-integrations/vector_stores/llama-index-vector-stores-cassandra/tests/test_cassandra.py | import sys
import unittest
from unittest.mock import MagicMock
import pytest
from llama_index.core.schema import NodeRelationship, RelatedNodeInfo, TextNode
from llama_index.core.vector_stores.types import VectorStoreQuery, VectorStoreQueryMode
from llama_index.vector_stores.cassandra import CassandraVectorStore
try:... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-cassandra/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-cassandra/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-cassandra/tests/test_vector_stores_cassandra.py | llama-index-integrations/vector_stores/llama-index-vector-stores-cassandra/tests/test_vector_stores_cassandra.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.cassandra import CassandraVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in CassandraVectorStore.__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-cassandra/llama_index/vector_stores/cassandra/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-cassandra/llama_index/vector_stores/cassandra/__init__.py | from llama_index.vector_stores.cassandra.base import CassandraVectorStore
__all__ = ["CassandraVectorStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-cassandra/llama_index/vector_stores/cassandra/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-cassandra/llama_index/vector_stores/cassandra/base.py | """
Cassandra / Astra DB Vector store index.
An index based on a DB table with vector search capabilities,
powered by the cassIO library
"""
import logging
from typing import Any, Dict, Iterable, List, Optional, TypeVar, cast
from cassio.table import ClusteredMetadataVectorCassandraTable
from llama_index.core.bridg... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-azureaisearch/tests/test_vector_stores_cogsearch.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azureaisearch/tests/test_vector_stores_cogsearch.py | from llama_index.core.vector_stores.types import BasePydanticVectorStore
from llama_index.vector_stores.azureaisearch import AzureAISearchVectorStore
def test_class():
names_of_base_classes = [b.__name__ for b in AzureAISearchVectorStore.__mro__]
assert BasePydanticVectorStore.__name__ in names_of_base_classe... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-azureaisearch/tests/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azureaisearch/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-azureaisearch/tests/test_azureaisearch.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azureaisearch/tests/test_azureaisearch.py | import json
from typing import Any, List, Optional
from unittest.mock import MagicMock, patch
import pytest
from llama_index.core.schema import NodeRelationship, RelatedNodeInfo, TextNode
from llama_index.core.vector_stores.types import VectorStoreQuery, VectorStoreQueryMode
from llama_index.vector_stores.azureaisear... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-azureaisearch/llama_index/vector_stores/azureaisearch/__init__.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azureaisearch/llama_index/vector_stores/azureaisearch/__init__.py | from llama_index.vector_stores.azureaisearch.base import (
AzureAISearchVectorStore,
CognitiveSearchVectorStore,
IndexManagement,
MetadataIndexFieldType,
)
__all__ = [
"AzureAISearchVectorStore",
"CognitiveSearchVectorStore",
"IndexManagement",
"MetadataIndexFieldType",
]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/vector_stores/llama-index-vector-stores-azureaisearch/llama_index/vector_stores/azureaisearch/base.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azureaisearch/llama_index/vector_stores/azureaisearch/base.py | """Azure AI Search vector store."""
import asyncio
import enum
import json
import logging
from enum import auto
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
from azure.search.documents import SearchClient
from azure.search.documents.aio import SearchClient as AsyncSearchClient
from azure.searc... | 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-azureaisearch/llama_index/vector_stores/azureaisearch/azureaisearch_utils.py | llama-index-integrations/vector_stores/llama-index-vector-stores-azureaisearch/llama_index/vector_stores/azureaisearch/azureaisearch_utils.py | from typing import Any, Dict, List, Optional, Tuple
from llama_index.core.schema import BaseNode, TextNode
from llama_index.core.vector_stores.utils import (
metadata_dict_to_node,
legacy_metadata_dict_to_node,
)
import json
import logging
logger = logging.getLogger(__name__)
def create_node_from_result(
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | 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/test_vector_stores_weaviate.py | llama-index-integrations/vector_stores/llama-index-vector-stores-weaviate/tests/test_vector_stores_weaviate.py | from llama_index.core.schema import (
TextNode,
NodeRelationship,
RelatedNodeInfo,
)
from llama_index.core.schema import TextNode
from llama_index.vector_stores.weaviate import (
WeaviateVectorStore,
SyncClientNotProvidedError,
AsyncClientNotProvidedError,
)
import asyncio
import pytest
import p... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | 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/conftest.py | llama-index-integrations/vector_stores/llama-index-vector-stores-weaviate/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 |
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