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/graph_stores/llama-index-graph-stores-memgraph/llama_index/graph_stores/memgraph/property_graph.py | llama-index-integrations/graph_stores/llama-index-graph-stores-memgraph/llama_index/graph_stores/memgraph/property_graph.py | from typing import Any, List, Dict, Optional, Tuple
import logging
import json
import ast
import neo4j
from llama_index.core.graph_stores.prompts import DEFAULT_CYPHER_TEMPALTE
from llama_index.core.graph_stores.types import (
PropertyGraphStore,
Triplet,
LabelledNode,
Relation,
EntityNode,
Chu... | 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/graph_stores/llama-index-graph-stores-memgraph/llama_index/graph_stores/memgraph/kg_base.py | llama-index-integrations/graph_stores/llama-index-graph-stores-memgraph/llama_index/graph_stores/memgraph/kg_base.py | """Memgraph graph store index."""
import logging
from typing import Any, Dict, List, Optional
from llama_index.core.graph_stores.types import GraphStore
logger = logging.getLogger(__name__)
node_properties_query = """
CALL schema.node_type_properties()
YIELD nodeType AS label, propertyName AS property, propertyType... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-memgraph/llama_index/graph_stores/memgraph/__init__.py | llama-index-integrations/graph_stores/llama-index-graph-stores-memgraph/llama_index/graph_stores/memgraph/__init__.py | from llama_index.graph_stores.memgraph.kg_base import MemgraphGraphStore
from llama_index.graph_stores.memgraph.property_graph import MemgraphPropertyGraphStore
__all__ = ["MemgraphGraphStore", "MemgraphPropertyGraphStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-neo4j/tests/test_pg_stores_neo4j.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neo4j/tests/test_pg_stores_neo4j.py | import os
import pytest
from llama_index.graph_stores.neo4j import Neo4jPropertyGraphStore
from llama_index.core.graph_stores.types import EntityNode, ChunkNode, Relation
from llama_index.core.vector_stores.types import VectorStoreQuery
neo4j_url = os.environ.get("NEO4J_URI")
neo4j_user = os.environ.get("NEO4J_USERN... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-neo4j/tests/test_graph_stores_neo4j.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neo4j/tests/test_graph_stores_neo4j.py | import pytest
import os
from llama_index.core.graph_stores.types import GraphStore
from llama_index.graph_stores.neo4j import Neo4jGraphStore
neo4j_url = os.environ.get("NEO4J_URI")
neo4j_user = os.environ.get("NEO4J_USERNAME")
neo4j_password = os.environ.get("NEO4J_PASSWORD")
if not neo4j_url or not neo4j_user or n... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-neo4j/tests/__init__.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neo4j/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-neo4j/llama_index/graph_stores/neo4j/neo4j_property_graph.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neo4j/llama_index/graph_stores/neo4j/neo4j_property_graph.py | from typing import Any, List, Dict, Optional, Tuple, Type
from types import TracebackType
from llama_index.core.graph_stores.prompts import DEFAULT_CYPHER_TEMPALTE
from llama_index.core.graph_stores.types import (
PropertyGraphStore,
Triplet,
LabelledNode,
Relation,
EntityNode,
ChunkNode,
)
fro... | 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/graph_stores/llama-index-graph-stores-neo4j/llama_index/graph_stores/neo4j/cypher_corrector.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neo4j/llama_index/graph_stores/neo4j/cypher_corrector.py | import re
from typing import Any, Dict, List, Optional, Tuple, NamedTuple
class Schema(NamedTuple):
left_node: str
relation: str
right_node: str
class CypherQueryCorrector:
"""
Used to correct relationship direction in generated Cypher statements.
This code is copied from the winner's submi... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-neo4j/llama_index/graph_stores/neo4j/__init__.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neo4j/llama_index/graph_stores/neo4j/__init__.py | from llama_index.graph_stores.neo4j.base import Neo4jGraphStore
from llama_index.graph_stores.neo4j.cypher_corrector import Schema, CypherQueryCorrector
from llama_index.graph_stores.neo4j.neo4j_property_graph import (
Neo4jPGStore,
Neo4jPropertyGraphStore,
)
__all__ = [
"Neo4jGraphStore",
"Neo4jPGSto... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-neo4j/llama_index/graph_stores/neo4j/base.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neo4j/llama_index/graph_stores/neo4j/base.py | """Neo4j graph store index."""
import logging
from typing import Any, Dict, List, Optional, Type
from types import TracebackType
from llama_index.core.graph_stores.types import GraphStore
import neo4j
logger = logging.getLogger(__name__)
node_properties_query = """
CALL apoc.meta.data()
YIELD label, other, element... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/tests/test_graph_stores_tidb.py | llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/tests/test_graph_stores_tidb.py | from llama_index.core.graph_stores.types import GraphStore
from llama_index.graph_stores.tidb import TiDBGraphStore
def test_tidb_graph_store():
names_of_bases = [b.__name__ for b in TiDBGraphStore.__bases__]
assert GraphStore.__name__ in names_of_bases
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/tests/__init__.py | llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/tests/test_property_graph_stores_tidb.py | llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/tests/test_property_graph_stores_tidb.py | import os
from unittest import TestCase, SkipTest
from llama_index.core.graph_stores.types import (
EntityNode,
Relation,
)
from llama_index.graph_stores.tidb import TiDBPropertyGraphStore
def get_store():
return TiDBPropertyGraphStore(
db_connection_string=os.environ.get("TIDB_TEST_CONNECTION_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/graph_stores/llama-index-graph-stores-tidb/llama_index/graph_stores/tidb/graph.py | llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/llama_index/graph_stores/tidb/graph.py | """TiDB graph store index."""
from typing import Tuple, Any, List, Optional, Dict
from collections import defaultdict
from sqlalchemy import (
create_engine,
Column,
Integer,
String,
DateTime,
ForeignKey,
Text,
sql,
delete,
)
from sqlalchemy.orm import (
Session,
declarative... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/llama_index/graph_stores/tidb/property_graph.py | llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/llama_index/graph_stores/tidb/property_graph.py | """TiDB property graph store index."""
import json
from typing import Tuple, Optional, List, Dict, Any
from sqlalchemy import (
create_engine,
Column,
Integer,
String,
DateTime,
JSON,
TEXT,
ForeignKey,
sql,
delete,
)
from sqlalchemy.orm import (
Session,
declarative_base... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/llama_index/graph_stores/tidb/utils.py | llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/llama_index/graph_stores/tidb/utils.py | from sqlalchemy.orm import Session
from sqlalchemy import Engine, exc, sql
def check_db_availability(engine: Engine, check_vector: bool = False) -> None:
try:
with engine.connect() as conn:
if check_vector:
conn.execute(sql.text("""SELECT Vec_Dims("[1]");"""))
else:... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/llama_index/graph_stores/tidb/__init__.py | llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/llama_index/graph_stores/tidb/__init__.py | from llama_index.graph_stores.tidb.graph import TiDBGraphStore
from llama_index.graph_stores.tidb.property_graph import TiDBPropertyGraphStore
__all__ = ["TiDBGraphStore", "TiDBPropertyGraphStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/tests/__init__.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/tests/__init__.py | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false | |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/tests/test_graph_stores_neptune.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/tests/test_graph_stores_neptune.py | from llama_index.core.graph_stores.types import GraphStore
from llama_index.graph_stores.neptune import (
NeptuneAnalyticsGraphStore,
NeptuneDatabaseGraphStore,
)
from llama_index.graph_stores.neptune.base import NeptuneBaseGraphStore
def test_neptune_analytics_graph_store():
names_of_bases = [b.__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/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/database_property_graph.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/database_property_graph.py | import json
import logging
from typing import Any, Dict, Tuple, List, Optional
from .neptune import NeptuneQueryException, create_neptune_database_client
from .base_property_graph import (
NeptuneBasePropertyGraph,
BASE_ENTITY_LABEL,
BASE_NODE_LABEL,
)
from llama_index.core.vector_stores.types import 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/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/neptune.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/neptune.py | from typing import Union, Dict, Any, List
import boto3
from botocore import UNSIGNED
from botocore.config import Config
from dateutil import parser
class NeptuneQueryException(Exception):
"""Exception for the Neptune queries."""
def __init__(self, exception: Union[str, Dict]):
if isinstance(exception... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/base_property_graph.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/base_property_graph.py | from abc import abstractmethod
import logging
from llama_index.core.prompts import PromptTemplate
from llama_index.core.graph_stores.prompts import DEFAULT_CYPHER_TEMPALTE
from typing import Any, Dict, List, Tuple, Optional
from llama_index.core.graph_stores.types import (
LabelledNode,
PropertyGraphStore,
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/analytics.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/analytics.py | """Amazon Neptune Analytics graph store index."""
import json
import logging
from .neptune import create_neptune_analytics_client
from typing import Any, Dict, Optional
from .base import NeptuneBaseGraphStore
from .neptune import NeptuneQueryException
logger = logging.getLogger(__name__)
class NeptuneAnalyticsGraph... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/database.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/database.py | """Amazon Neptune Database graph store index."""
import logging
from typing import Any, Dict, Optional
from .neptune import create_neptune_database_client
from .base import NeptuneBaseGraphStore
from .neptune import NeptuneQueryException
import json
logger = logging.getLogger(__name__)
class NeptuneDatabaseGraphSto... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/__init__.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/__init__.py | from llama_index.graph_stores.neptune.analytics import NeptuneAnalyticsGraphStore
from llama_index.graph_stores.neptune.database import NeptuneDatabaseGraphStore
from llama_index.graph_stores.neptune.analytics_property_graph import (
NeptuneAnalyticsPropertyGraphStore,
)
from llama_index.graph_stores.neptune.databa... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/base.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/base.py | from abc import abstractmethod
import logging
from typing import Any, Dict, List, Optional
from llama_index.core.graph_stores.types import GraphStore
from .neptune import refresh_schema
logger = logging.getLogger(__name__)
class NeptuneBaseGraphStore(GraphStore):
"""
This is an abstract base class that repre... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/analytics_property_graph.py | llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/llama_index/graph_stores/neptune/analytics_property_graph.py | import json
import logging
from typing import Any, Dict, Tuple, List, Optional
from .neptune import (
NeptuneQueryException,
remove_empty_values,
create_neptune_analytics_client,
)
from .base_property_graph import (
NeptuneBasePropertyGraph,
BASE_ENTITY_LABEL,
BASE_NODE_LABEL,
)
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/graph_stores/llama-index-graph-stores-ApertureDB/tests/test_pg_stores_ApertureDB.py | llama-index-integrations/graph_stores/llama-index-graph-stores-ApertureDB/tests/test_pg_stores_ApertureDB.py | import aperturedb.CommonLibrary
from llama_index.core.graph_stores.types import Relation, EntityNode
from llama_index.graph_stores.ApertureDB import ApertureDBGraphStore
import aperturedb
import json
import pytest
@pytest.fixture
def create_store(monkeypatch):
class MockConnector:
def __init__(self, ex... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-ApertureDB/llama_index/graph_stores/ApertureDB/property_graph.py | llama-index-integrations/graph_stores/llama-index-graph-stores-ApertureDB/llama_index/graph_stores/ApertureDB/property_graph.py | import logging
from typing import Any, Dict, List, Optional
from llama_index.core.graph_stores.types import (
LabelledNode,
PropertyGraphStore,
EntityNode,
Relation,
ChunkNode,
Triplet,
)
query_executor = None
query_builder = None
# Prefix for properties that are in the client metadata
PROPERTY... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/graph_stores/llama-index-graph-stores-ApertureDB/llama_index/graph_stores/ApertureDB/__init__.py | llama-index-integrations/graph_stores/llama-index-graph-stores-ApertureDB/llama_index/graph_stores/ApertureDB/__init__.py | from llama_index.graph_stores.ApertureDB.property_graph import ApertureDBGraphStore
__all__ = ["ApertureDBGraphStore"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/question_gen/llama-index-question-gen-guidance/tests/test_question_gen_guidance_generator.py | llama-index-integrations/question_gen/llama-index-question-gen-guidance/tests/test_question_gen_guidance_generator.py | from llama_index.core.question_gen.types import BaseQuestionGenerator
from llama_index.question_gen.guidance import GuidanceQuestionGenerator
def test_class():
names_of_base_classes = [b.__name__ for b in GuidanceQuestionGenerator.__mro__]
assert BaseQuestionGenerator.__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/question_gen/llama-index-question-gen-guidance/tests/__init__.py | llama-index-integrations/question_gen/llama-index-question-gen-guidance/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/question_gen/llama-index-question-gen-guidance/llama_index/question_gen/guidance/__init__.py | llama-index-integrations/question_gen/llama-index-question-gen-guidance/llama_index/question_gen/guidance/__init__.py | from llama_index.question_gen.guidance.base import GuidanceQuestionGenerator
__all__ = ["GuidanceQuestionGenerator"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/question_gen/llama-index-question-gen-guidance/llama_index/question_gen/guidance/base.py | llama-index-integrations/question_gen/llama-index-question-gen-guidance/llama_index/question_gen/guidance/base.py | from typing import TYPE_CHECKING, List, Optional, Sequence, cast
from llama_index.core.prompts.guidance_utils import convert_to_handlebars
from llama_index.core.prompts.mixin import PromptDictType
from llama_index.core.question_gen.prompts import (
DEFAULT_SUB_QUESTION_PROMPT_TMPL,
build_tools_text,
)
from lla... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/output_parsers/llama-index-output-parsers-guardrails/tests/test_output_parsers_guardrails.py | llama-index-integrations/output_parsers/llama-index-output-parsers-guardrails/tests/test_output_parsers_guardrails.py | from llama_index.core.output_parsers import BaseOutputParser
from llama_index.output_parsers.guardrails import GuardrailsOutputParser
def test_class():
names_of_base_classes = [b.__name__ for b in GuardrailsOutputParser.__mro__]
assert BaseOutputParser.__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/output_parsers/llama-index-output-parsers-guardrails/tests/__init__.py | llama-index-integrations/output_parsers/llama-index-output-parsers-guardrails/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/output_parsers/llama-index-output-parsers-guardrails/llama_index/output_parsers/guardrails/__init__.py | llama-index-integrations/output_parsers/llama-index-output-parsers-guardrails/llama_index/output_parsers/guardrails/__init__.py | from llama_index.output_parsers.guardrails.base import GuardrailsOutputParser
__all__ = ["GuardrailsOutputParser"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/output_parsers/llama-index-output-parsers-guardrails/llama_index/output_parsers/guardrails/base.py | llama-index-integrations/output_parsers/llama-index-output-parsers-guardrails/llama_index/output_parsers/guardrails/base.py | """
Guardrails output parser.
See https://github.com/ShreyaR/guardrails.
"""
from copy import deepcopy
from typing import Any, Optional
from deprecated import deprecated
from guardrails import Guard
from llama_index.core.output_parsers import BaseOutputParser
class GuardrailsOutputParser(BaseOutputParser):
"... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/output_parsers/llama-index-output-parsers-langchain/tests/test_output_parsers_langchain.py | llama-index-integrations/output_parsers/llama-index-output-parsers-langchain/tests/test_output_parsers_langchain.py | from llama_index.core.output_parsers import BaseOutputParser
from llama_index.output_parsers.langchain import LangchainOutputParser
def test_class():
names_of_base_classes = [b.__name__ for b in LangchainOutputParser.__mro__]
assert BaseOutputParser.__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/output_parsers/llama-index-output-parsers-langchain/tests/__init__.py | llama-index-integrations/output_parsers/llama-index-output-parsers-langchain/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/output_parsers/llama-index-output-parsers-langchain/llama_index/output_parsers/langchain/__init__.py | llama-index-integrations/output_parsers/llama-index-output-parsers-langchain/llama_index/output_parsers/langchain/__init__.py | from llama_index.output_parsers.langchain.base import LangchainOutputParser
__all__ = ["LangchainOutputParser"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/output_parsers/llama-index-output-parsers-langchain/llama_index/output_parsers/langchain/base.py | llama-index-integrations/output_parsers/llama-index-output-parsers-langchain/llama_index/output_parsers/langchain/base.py | """Base output parser class."""
from string import Formatter
from typing import TYPE_CHECKING, Any, Optional
from llama_index.core.output_parsers import BaseOutputParser
if TYPE_CHECKING:
from llama_index.core.bridge.langchain import BaseOutputParser as LCOutputParser
class LangchainOutputParser(BaseOutputPars... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/tests/test_evaluation_tonic_validate.py | llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/tests/test_evaluation_tonic_validate.py | from llama_index.core.evaluation.base import BaseEvaluator
from llama_index.evaluation.tonic_validate import (
AnswerConsistencyEvaluator,
AnswerConsistencyBinaryEvaluator,
AnswerSimilarityEvaluator,
AugmentationAccuracyEvaluator,
AugmentationPrecisionEvaluator,
RetrievalPrecisionEvaluator,
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/tests/__init__.py | llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/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/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/augmentation_accuracy.py | llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/augmentation_accuracy.py | from typing import Any, Optional, Sequence
from llama_index.core.evaluation.base import BaseEvaluator, EvaluationResult
from llama_index.core.prompts.mixin import PromptDictType, PromptMixinType
from tonic_validate.metrics.augmentation_accuracy_metric import (
AugmentationAccuracyMetric,
)
from tonic_validate.ser... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/answer_consistency_binary.py | llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/answer_consistency_binary.py | from typing import Any, Optional, Sequence
from llama_index.core.evaluation.base import BaseEvaluator, EvaluationResult
from llama_index.core.prompts.mixin import PromptDictType, PromptMixinType
from tonic_validate.metrics.answer_consistency_binary_metric import (
AnswerConsistencyBinaryMetric,
)
from tonic_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/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/retrieval_precision.py | llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/retrieval_precision.py | from typing import Any, Optional, Sequence
from llama_index.core.evaluation.base import BaseEvaluator, EvaluationResult
from llama_index.core.prompts.mixin import PromptDictType, PromptMixinType
from tonic_validate.metrics.retrieval_precision_metric import (
RetrievalPrecisionMetric,
)
from tonic_validate.service... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/answer_similarity.py | llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/answer_similarity.py | from typing import Any, Optional, Sequence
from llama_index.core.evaluation.base import BaseEvaluator, EvaluationResult
from llama_index.core.prompts.mixin import PromptDictType, PromptMixinType
from tonic_validate.metrics.answer_similarity_metric import (
AnswerSimilarityMetric,
)
from tonic_validate.services.op... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/__init__.py | llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/__init__.py | from llama_index.evaluation.tonic_validate.answer_consistency import (
AnswerConsistencyEvaluator,
)
from llama_index.evaluation.tonic_validate.answer_consistency_binary import (
AnswerConsistencyBinaryEvaluator,
)
from llama_index.evaluation.tonic_validate.answer_similarity import (
AnswerSimilarityEvaluat... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/answer_consistency.py | llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/answer_consistency.py | from typing import Any, Optional, Sequence
from llama_index.core.evaluation.base import BaseEvaluator, EvaluationResult
from llama_index.core.prompts.mixin import PromptDictType, PromptMixinType
from tonic_validate.metrics.answer_consistency_metric import (
AnswerConsistencyMetric,
)
from tonic_validate.services.... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/augmentation_precision.py | llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/augmentation_precision.py | from typing import Any, Optional, Sequence
from llama_index.core.evaluation.base import BaseEvaluator, EvaluationResult
from llama_index.core.prompts.mixin import PromptDictType, PromptMixinType
from tonic_validate.metrics.augmentation_precision_metric import (
AugmentationPrecisionMetric,
)
from tonic_validate.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/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/tonic_validate_evaluator.py | llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/tonic_validate_evaluator.py | import asyncio
from typing import Any, Dict, List, Optional, Sequence
from llama_index.core.bridge.pydantic import Field
from llama_index.core.evaluation.base import BaseEvaluator, EvaluationResult
from llama_index.core.prompts.mixin import PromptDictType, PromptMixinType
from tonic_validate.metrics.answer_consistenc... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-nvidia/tests/conftest.py | llama-index-integrations/embeddings/llama-index-embeddings-nvidia/tests/conftest.py | # pants requires this import to recognize the dep
import pytest_asyncio # noqa: F401
import pytest
import os
from llama_index.embeddings.nvidia import NVIDIAEmbedding as Interface
from llama_index.embeddings.nvidia.base import DEFAULT_MODEL
from typing import Generator
# this fixture is used to mask the NVIDIA_AP... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-nvidia/tests/test_api_key.py | llama-index-integrations/embeddings/llama-index-embeddings-nvidia/tests/test_api_key.py | import os
import pytest
from llama_index.embeddings.nvidia import NVIDIAEmbedding as Interface
from typing import Any
from pytest_httpx import HTTPXMock
@pytest.fixture()
def mock_local_models(httpx_mock: HTTPXMock):
mock_response = {
"data": [
{
"id": "model1",
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-nvidia/tests/test_embeddings_nvidia.py | llama-index-integrations/embeddings/llama-index-embeddings-nvidia/tests/test_embeddings_nvidia.py | import pytest
import inspect
from llama_index.core.callbacks import CallbackManager, LlamaDebugHandler, CBEventType
from llama_index.core.base.embeddings.base import BaseEmbedding
from llama_index.embeddings.nvidia import NVIDIAEmbedding
from openai import AuthenticationError
from pytest_httpx import HTTPXMock
@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/embeddings/llama-index-embeddings-nvidia/tests/test_base_url.py | llama-index-integrations/embeddings/llama-index-embeddings-nvidia/tests/test_base_url.py | import pytest
from llama_index.embeddings.nvidia import NVIDIAEmbedding as Interface
from pytest_httpx import HTTPXMock
from requests_mock import Mocker
from contextlib import contextmanager
import os
from typing import Generator, Any
@pytest.fixture()
def mock_local_models(httpx_mock: HTTPXMock, base_url: 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/embeddings/llama-index-embeddings-nvidia/tests/test_available_models.py | llama-index-integrations/embeddings/llama-index-embeddings-nvidia/tests/test_available_models.py | import pytest
from llama_index.embeddings.nvidia import NVIDIAEmbedding as Interface
@pytest.mark.integration
def test_available_models() -> None:
models = Interface().available_models
assert models
assert isinstance(models, list)
assert all(isinstance(model.id, str) for model in models)
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-nvidia/tests/test_truncate.py | llama-index-integrations/embeddings/llama-index-embeddings-nvidia/tests/test_truncate.py | import pytest
from unittest.mock import Mock, patch, AsyncMock
from llama_index.embeddings.nvidia import NVIDIAEmbedding
class MockEmbeddingResponse:
"""Mock response matching the structure expected by the code."""
def __init__(self):
self.data = [Mock(embedding=[1.0, 2.0, 3.0], index=0)]
@pytest.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/embeddings/llama-index-embeddings-nvidia/tests/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-nvidia/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/embeddings/llama-index-embeddings-nvidia/tests/test_integration.py | llama-index-integrations/embeddings/llama-index-embeddings-nvidia/tests/test_integration.py | import pytest
from llama_index.embeddings.nvidia import NVIDIAEmbedding
@pytest.mark.integration
def test_basic(model: str, mode: dict) -> None:
client = NVIDIAEmbedding(model=model, **mode)
response = client.get_query_embedding("Hello, world!")
assert isinstance(response, list)
assert len(response) ... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-nvidia/llama_index/embeddings/nvidia/utils.py | llama-index-integrations/embeddings/llama-index-embeddings-nvidia/llama_index/embeddings/nvidia/utils.py | from dataclasses import dataclass
from typing import Optional
import warnings
# integrate.api.nvidia.com is the default url for most models, any
# bespoke endpoints will need to be added to the MODEL_ENDPOINT_MAP
BASE_URL = "https://integrate.api.nvidia.com/v1"
DEFAULT_MODEL = "nvidia/nv-embedqa-e5-v5"
@dataclass
cl... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-nvidia/llama_index/embeddings/nvidia/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-nvidia/llama_index/embeddings/nvidia/__init__.py | from llama_index.embeddings.nvidia.base import NVIDIAEmbedding
__all__ = ["NVIDIAEmbedding"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-nvidia/llama_index/embeddings/nvidia/base.py | llama-index-integrations/embeddings/llama-index-embeddings-nvidia/llama_index/embeddings/nvidia/base.py | """NVIDIA embeddings file."""
from typing import Any, List, Literal, Optional
import warnings
import os
from llama_index.core.base.embeddings.base import (
DEFAULT_EMBED_BATCH_SIZE,
BaseEmbedding,
)
from llama_index.core.bridge.pydantic import Field, PrivateAttr
from llama_index.core.callbacks.base import Cal... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-gemini/tests/test_embeddings_gemini.py | llama-index-integrations/embeddings/llama-index-embeddings-gemini/tests/test_embeddings_gemini.py | from llama_index.core.base.embeddings.base import BaseEmbedding
from llama_index.embeddings.gemini import GeminiEmbedding
def test_embedding_class():
emb = GeminiEmbedding()
assert isinstance(emb, BaseEmbedding)
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-gemini/tests/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-gemini/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/embeddings/llama-index-embeddings-gemini/llama_index/embeddings/gemini/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-gemini/llama_index/embeddings/gemini/__init__.py | from llama_index.embeddings.gemini.base import GeminiEmbedding
__all__ = ["GeminiEmbedding"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-gemini/llama_index/embeddings/gemini/base.py | llama-index-integrations/embeddings/llama-index-embeddings-gemini/llama_index/embeddings/gemini/base.py | """Gemini embeddings file."""
import deprecated
import os
from typing import Any, Dict, List, Optional
import google.generativeai as gemini
from llama_index.core.base.embeddings.base import (
DEFAULT_EMBED_BATCH_SIZE,
BaseEmbedding,
)
from llama_index.core.bridge.pydantic import Field, 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/embeddings/llama-index-embeddings-fastembed/tests/test_embeddings_fastembed.py | llama-index-integrations/embeddings/llama-index-embeddings-fastembed/tests/test_embeddings_fastembed.py | from llama_index.core.base.embeddings.base import BaseEmbedding
from llama_index.embeddings.fastembed import FastEmbedEmbedding
from pathlib import Path
from unittest.mock import patch
def test_class():
names_of_base_classes = [b.__name__ for b in FastEmbedEmbedding.__mro__]
assert BaseEmbedding.__name__ in n... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-fastembed/tests/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-fastembed/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/embeddings/llama-index-embeddings-fastembed/llama_index/embeddings/fastembed/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-fastembed/llama_index/embeddings/fastembed/__init__.py | from llama_index.embeddings.fastembed.base import FastEmbedEmbedding
__all__ = ["FastEmbedEmbedding"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-fastembed/llama_index/embeddings/fastembed/base.py | llama-index-integrations/embeddings/llama-index-embeddings-fastembed/llama_index/embeddings/fastembed/base.py | import asyncio
import numpy as np
from typing import Any, List, Literal, Optional, TYPE_CHECKING
from llama_index.core.base.embeddings.base import BaseEmbedding
from llama_index.core.bridge.pydantic import Field, PrivateAttr, ConfigDict
if TYPE_CHECKING:
from fastembed import TextEmbedding
class FastEmbedEmbedd... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-gigachat/tests/test_embeddings_gigachat.py | llama-index-integrations/embeddings/llama-index-embeddings-gigachat/tests/test_embeddings_gigachat.py | from llama_index.core.base.embeddings.base import BaseEmbedding
from llama_index.embeddings.gigachat import GigaChatEmbedding
def test_embedding_function():
names_of_base_classes = [b.__name__ for b in GigaChatEmbedding.__mro__]
assert BaseEmbedding.__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/embeddings/llama-index-embeddings-gigachat/tests/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-gigachat/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/embeddings/llama-index-embeddings-gigachat/llama_index/embeddings/gigachat/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-gigachat/llama_index/embeddings/gigachat/__init__.py | from llama_index.embeddings.gigachat.base import GigaChatEmbedding
__all__ = ["GigaChatEmbedding"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-gigachat/llama_index/embeddings/gigachat/base.py | llama-index-integrations/embeddings/llama-index-embeddings-gigachat/llama_index/embeddings/gigachat/base.py | from typing import Any, List, Optional
from gigachat import GigaChat # Install GigaChat API library via 'pip install gigachat'
from llama_index.core.base.embeddings.base import (
DEFAULT_EMBED_BATCH_SIZE,
BaseEmbedding,
)
from llama_index.core.base.llms.generic_utils import get_from_param_or_env
from llama_in... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-deepinfra/tests/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-deepinfra/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/embeddings/llama-index-embeddings-deepinfra/tests/test_embeddings_deepinfra.py | llama-index-integrations/embeddings/llama-index-embeddings-deepinfra/tests/test_embeddings_deepinfra.py | from llama_index.core.base.embeddings.base import BaseEmbedding
from llama_index.embeddings.deepinfra import DeepInfraEmbeddingModel
def test_deepinfra_embedding_class():
model = DeepInfraEmbeddingModel()
assert isinstance(model, BaseEmbedding)
def test_deepinfra_query_prefix():
model = DeepInfraEmbeddi... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-deepinfra/llama_index/embeddings/deepinfra/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-deepinfra/llama_index/embeddings/deepinfra/__init__.py | from llama_index.embeddings.deepinfra.base import (
DeepInfraEmbeddingModel,
)
__all__ = [
"DeepInfraEmbeddingModel",
]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-deepinfra/llama_index/embeddings/deepinfra/base.py | llama-index-integrations/embeddings/llama-index-embeddings-deepinfra/llama_index/embeddings/deepinfra/base.py | import logging
import os
import aiohttp
import requests
from typing import List, Optional
from llama_index.core.base.embeddings.base import BaseEmbedding
from llama_index.core.bridge.pydantic import PrivateAttr
from llama_index.core.callbacks.base import CallbackManager
logger = logging.getLogger(__name__)
"""DeepI... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-mixedbreadai/tests/test_embeddings_mixedbreadai.py | llama-index-integrations/embeddings/llama-index-embeddings-mixedbreadai/tests/test_embeddings_mixedbreadai.py | import os
import pytest
from llama_index.core.base.embeddings.base import BaseEmbedding
from llama_index.embeddings.mixedbreadai import (
MixedbreadAIEmbedding,
)
def test_embedding_class():
emb = MixedbreadAIEmbedding(api_key="token")
assert isinstance(emb, BaseEmbedding)
@pytest.mark.skipif(
os.e... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-mixedbreadai/tests/conftest.py | llama-index-integrations/embeddings/llama-index-embeddings-mixedbreadai/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/embeddings/llama-index-embeddings-mixedbreadai/tests/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-mixedbreadai/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/embeddings/llama-index-embeddings-mixedbreadai/llama_index/embeddings/mixedbreadai/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-mixedbreadai/llama_index/embeddings/mixedbreadai/__init__.py | from llama_index.embeddings.mixedbreadai.base import (
MixedbreadAIEmbedding,
EncodingFormat,
)
__all__ = ["MixedbreadAIEmbedding", "EncodingFormat"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-mixedbreadai/llama_index/embeddings/mixedbreadai/base.py | llama-index-integrations/embeddings/llama-index-embeddings-mixedbreadai/llama_index/embeddings/mixedbreadai/base.py | import logging
import os
from typing import Any, List, Optional
import httpx
from llama_index.core.base.embeddings.base import BaseEmbedding
from llama_index.core.bridge.pydantic import Field, PrivateAttr
from llama_index.core.callbacks.base import CallbackManager
from mixedbread import DEFAULT_MAX_RETRIES, Mixedbread... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-together/tests/test_embeddings_together.py | llama-index-integrations/embeddings/llama-index-embeddings-together/tests/test_embeddings_together.py | from llama_index.core.base.embeddings.base import BaseEmbedding
from llama_index.embeddings.together import TogetherEmbedding
def test_embedding_class():
emb = TogetherEmbedding(model_name="fake_model_name", api_key="fake key")
assert isinstance(emb, BaseEmbedding)
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-together/tests/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-together/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/embeddings/llama-index-embeddings-together/llama_index/embeddings/together/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-together/llama_index/embeddings/together/__init__.py | from llama_index.embeddings.together.base import TogetherEmbedding
__all__ = ["TogetherEmbedding"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-together/llama_index/embeddings/together/base.py | llama-index-integrations/embeddings/llama-index-embeddings-together/llama_index/embeddings/together/base.py | import asyncio
import os
from typing import Any, List, Optional
import time
import httpx
import requests
from llama_index.core.base.embeddings.base import BaseEmbedding, Embedding
from llama_index.core.bridge.pydantic import Field
class TogetherEmbedding(BaseEmbedding):
api_base: str = Field(
default="ht... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-instructor/llama_index/embeddings/instructor/utils.py | llama-index-integrations/embeddings/llama-index-embeddings-instructor/llama_index/embeddings/instructor/utils.py | from typing import Optional
DEFAULT_HUGGINGFACE_EMBEDDING_MODEL = "BAAI/bge-small-en"
DEFAULT_INSTRUCT_MODEL = "hkunlp/instructor-base"
# Originally pulled from:
# https://github.com/langchain-ai/langchain/blob/v0.0.257/libs/langchain/langchain/embeddings/huggingface.py#L10
DEFAULT_EMBED_INSTRUCTION = "Represent the ... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-instructor/llama_index/embeddings/instructor/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-instructor/llama_index/embeddings/instructor/__init__.py | from llama_index.embeddings.instructor.base import InstructorEmbedding
__all__ = ["InstructorEmbedding"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-instructor/llama_index/embeddings/instructor/base.py | llama-index-integrations/embeddings/llama-index-embeddings-instructor/llama_index/embeddings/instructor/base.py | from typing import Any, List, Optional
from InstructorEmbedding import INSTRUCTOR
from llama_index.core.base.embeddings.base import (
DEFAULT_EMBED_BATCH_SIZE,
BaseEmbedding,
)
from llama_index.core.bridge.pydantic import Field, PrivateAttr
from llama_index.core.callbacks import CallbackManager
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/embeddings/llama-index-embeddings-vertex/tests/test_embeddings_vertex.py | llama-index-integrations/embeddings/llama-index-embeddings-vertex/tests/test_embeddings_vertex.py | import io
import unittest
from unittest.mock import patch, Mock, MagicMock, AsyncMock
from llama_index.core.base.embeddings.base import BaseEmbedding
from llama_index.core.embeddings import MultiModalEmbedding
from vertexai.language_models import TextEmbedding, TextEmbeddingInput
from vertexai.vision_models import Mul... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-vertex/tests/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-vertex/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/embeddings/llama-index-embeddings-vertex/llama_index/embeddings/vertex/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-vertex/llama_index/embeddings/vertex/__init__.py | from llama_index.embeddings.vertex.base import (
VertexTextEmbedding,
VertexMultiModalEmbedding,
VertexEmbeddingMode,
)
__all__ = ["VertexTextEmbedding", "VertexMultiModalEmbedding", "VertexEmbeddingMode"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-vertex/llama_index/embeddings/vertex/base.py | llama-index-integrations/embeddings/llama-index-embeddings-vertex/llama_index/embeddings/vertex/base.py | import deprecated
import vertexai
from enum import Enum
from typing import Optional, List, Any, Dict, Union
from google.oauth2 import service_account
from llama_index.core.base.embeddings.base import Embedding, BaseEmbedding
from llama_index.core.bridge.pydantic import PrivateAttr, Field
from llama_index.core.callback... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-openai-like/tests/test_embeddings_openai_like.py | llama-index-integrations/embeddings/llama-index-embeddings-openai-like/tests/test_embeddings_openai_like.py | import pytest
from llama_index.core.base.embeddings.base import BaseEmbedding
from llama_index.embeddings.openai_like import OpenAILikeEmbedding
def test_openai_embedding_class():
names_of_base_classes = [b.__name__ for b in OpenAILikeEmbedding.__mro__]
assert BaseEmbedding.__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/embeddings/llama-index-embeddings-openai-like/tests/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-openai-like/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/embeddings/llama-index-embeddings-openai-like/llama_index/embeddings/openai_like/__init__.py | llama-index-integrations/embeddings/llama-index-embeddings-openai-like/llama_index/embeddings/openai_like/__init__.py | from llama_index.embeddings.openai_like.base import (
OpenAILikeEmbedding,
)
__all__ = [
"OpenAILikeEmbedding",
]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-openai-like/llama_index/embeddings/openai_like/base.py | llama-index-integrations/embeddings/llama-index-embeddings-openai-like/llama_index/embeddings/openai_like/base.py | """OpenAI-Like embeddings."""
from typing import Any, Dict, Optional
import httpx
from llama_index.core.callbacks.base import CallbackManager
from llama_index.embeddings.openai import OpenAIEmbedding
class OpenAILikeEmbedding(OpenAIEmbedding):
"""
OpenAI-Like class for embeddings.
Args:
model_n... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/embeddings/llama-index-embeddings-fireworks/llama_index/embeddings/fireworks/utils.py | llama-index-integrations/embeddings/llama-index-embeddings-fireworks/llama_index/embeddings/fireworks/utils.py | from typing import Optional, Tuple
from llama_index.core.base.llms.generic_utils import get_from_param_or_env
DEFAULT_FIREWORKS_API_BASE = "https://api.endpoints.fireworks.com/v1"
DEFAULT_FIREWORKS_API_VERSION = ""
def resolve_fireworks_credentials(
api_key: Optional[str] = None,
api_base: Optional[str] = N... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
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