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/llms/llama-index-llms-baseten/llama_index/llms/baseten/utils.py | llama-index-integrations/llms/llama-index-llms-baseten/llama_index/llms/baseten/utils.py | from typing import List
import warnings
from llama_index.core.bridge.pydantic import BaseModel
# https://docs.baseten.co/development/model-apis/overview#supported-models
# Below is the current list of models supported by Baseten model APIs.
# Other dedicated models are also supported, but not listed here.
SUPPORTED_MO... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-baseten/llama_index/llms/baseten/__init__.py | llama-index-integrations/llms/llama-index-llms-baseten/llama_index/llms/baseten/__init__.py | from llama_index.llms.baseten.base import Baseten
__all__ = ["Baseten"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-baseten/llama_index/llms/baseten/base.py | llama-index-integrations/llms/llama-index-llms-baseten/llama_index/llms/baseten/base.py | from typing import Any, Callable, Dict, List, Optional, Sequence
import aiohttp
from llama_index.core.base.llms.types import (
ChatMessage,
CompletionResponse,
LLMMetadata,
)
from llama_index.core.callbacks import CallbackManager
from llama_index.core.constants import DEFAULT_NUM_OUTPUTS, DEFAULT_TEMPERATUR... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-llama-cpp/tests/test_llms_llama_cpp.py | llama-index-integrations/llms/llama-index-llms-llama-cpp/tests/test_llms_llama_cpp.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.llama_cpp import LlamaCPP
from llama_index.core.base.llms.types import ChatMessage, MessageRole
from llama_index.llms.llama_cpp.llama_utils import (
messages_to_prompt_v3_instruct,
completion_to_prompt_v3_instruct,
)
def test_embedding_... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-llama-cpp/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-llama-cpp/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/llms/llama-index-llms-llama-cpp/llama_index/llms/llama_cpp/llama_utils.py | llama-index-integrations/llms/llama-index-llms-llama-cpp/llama_index/llms/llama_cpp/llama_utils.py | from typing import List, Optional, Sequence
from llama_index.core.base.llms.types import ChatMessage, MessageRole
BOS, EOS = "<s>", "</s>"
B_INST, E_INST = "[INST]", "[/INST]"
B_SYS, E_SYS = "<<SYS>>\n", "\n<</SYS>>\n\n"
DEFAULT_SYSTEM_PROMPT = """\
You are a helpful, respectful and honest assistant. \
Always answer ... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-llama-cpp/llama_index/llms/llama_cpp/__init__.py | llama-index-integrations/llms/llama-index-llms-llama-cpp/llama_index/llms/llama_cpp/__init__.py | from llama_index.llms.llama_cpp.base import LlamaCPP
__all__ = ["LlamaCPP"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-llama-cpp/llama_index/llms/llama_cpp/base.py | llama-index-integrations/llms/llama-index-llms-llama-cpp/llama_index/llms/llama_cpp/base.py | import os
from typing import Any, Callable, Dict, Optional, Sequence
import requests
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
ChatResponseGen,
CompletionResponse,
CompletionResponseGen,
LLMMetadata,
)
from llama_index.core.bridge.pydantic import Field, PrivateAt... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-rungpt/tests/test_llms_rungpt.py | llama-index-integrations/llms/llama-index-llms-rungpt/tests/test_llms_rungpt.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.rungpt import RunGptLLM
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in RunGptLLM.__mro__]
assert BaseLLM.__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/llms/llama-index-llms-rungpt/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-rungpt/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/llms/llama-index-llms-rungpt/llama_index/llms/rungpt/__init__.py | llama-index-integrations/llms/llama-index-llms-rungpt/llama_index/llms/rungpt/__init__.py | from llama_index.llms.rungpt.base import RunGptLLM
__all__ = ["RunGptLLM"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-rungpt/llama_index/llms/rungpt/base.py | llama-index-integrations/llms/llama-index-llms-rungpt/llama_index/llms/rungpt/base.py | from typing import Any, Callable, Dict, List, Optional, Sequence, Tuple, Union
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
ChatResponseAsyncGen,
ChatResponseGen,
CompletionResponse,
CompletionResponseAsyncGen,
CompletionResponseGen,
LLMMetadata,
Message... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-cometapi/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-cometapi/tests/__init__.py | # Empty init file for tests
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-cometapi/tests/test_llms_cometapi.py | llama-index-integrations/llms/llama-index-llms-cometapi/tests/test_llms_cometapi.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.cometapi import CometAPI
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in CometAPI.__mro__]
assert BaseLLM.__name__ in names_of_base_classes
def test_cometapi_initialization():
llm = CometAPI(model="gpt-4o-... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-cometapi/llama_index/llms/cometapi/__init__.py | llama-index-integrations/llms/llama-index-llms-cometapi/llama_index/llms/cometapi/__init__.py | from llama_index.llms.cometapi.base import CometAPI
__all__ = ["CometAPI"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-cometapi/llama_index/llms/cometapi/base.py | llama-index-integrations/llms/llama-index-llms-cometapi/llama_index/llms/cometapi/base.py | from typing import Any, Dict, Optional
from llama_index.core.base.llms.types import LLMMetadata
from llama_index.core.bridge.pydantic import Field
from llama_index.core.constants import (
DEFAULT_CONTEXT_WINDOW,
DEFAULT_NUM_OUTPUTS,
DEFAULT_TEMPERATURE,
)
from llama_index.core.base.llms.generic_utils impor... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-oci-data-science/tests/test_llms_oci_data_science.py | llama-index-integrations/llms/llama-index-llms-oci-data-science/tests/test_llms_oci_data_science.py | from unittest.mock import AsyncMock, Mock
import pytest
from llama_index.core.base.llms.types import ChatMessage, ChatResponse, MessageRole
from llama_index.core.callbacks import CallbackManager
from llama_index.core.llms.function_calling import FunctionCallingLLM
from llama_index.core.tools.types import BaseTool
from... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-oci-data-science/tests/conftest.py | llama-index-integrations/llms/llama-index-llms-oci-data-science/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/llms/llama-index-llms-oci-data-science/tests/test_oci_data_science_utils.py | llama-index-integrations/llms/llama-index-llms-oci-data-science/tests/test_oci_data_science_utils.py | import pytest
from llama_index.core.base.llms.types import ChatMessage, LogProb, MessageRole
from llama_index.llms.oci_data_science.utils import (
UnsupportedOracleAdsVersionError,
_from_completion_logprobs_dict,
_from_message_dict,
_from_token_logprob_dicts,
_get_response_token_counts,
_resolve... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-oci-data-science/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-oci-data-science/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/llms/llama-index-llms-oci-data-science/tests/test_oci_data_science_client.py | llama-index-integrations/llms/llama-index-llms-oci-data-science/tests/test_oci_data_science_client.py | import json
from contextlib import asynccontextmanager
from unittest.mock import AsyncMock, MagicMock, Mock, patch
import httpx
import pytest
from llama_index.llms.oci_data_science.client import (
AsyncClient,
BaseClient,
Client,
ExtendedRequestException,
OCIAuth,
_create_retry_decorator,
_... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-oci-data-science/llama_index/llms/oci_data_science/client.py | llama-index-integrations/llms/llama-index-llms-oci-data-science/llama_index/llms/oci_data_science/client.py | import asyncio
import functools
import json
import logging
import time
from abc import ABC
from types import TracebackType
from typing import (
Any,
AsyncIterator,
Callable,
Dict,
Iterator,
List,
Mapping,
Optional,
Tuple,
TypeVar,
Union,
)
import httpx
import oci
import requ... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-oci-data-science/llama_index/llms/oci_data_science/utils.py | llama-index-integrations/llms/llama-index-llms-oci-data-science/llama_index/llms/oci_data_science/utils.py | import logging
from functools import wraps
from typing import Any, Callable, Dict, List, Optional, Sequence, Union
from llama_index.core.base.llms.types import ChatMessage, LogProb
from packaging import version
MIN_ADS_VERSION = "2.12.6"
SUPPORTED_TOOL_CHOICES = ["none", "auto", "required"]
DEFAULT_TOOL_CHOICE = "aut... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-oci-data-science/llama_index/llms/oci_data_science/__init__.py | llama-index-integrations/llms/llama-index-llms-oci-data-science/llama_index/llms/oci_data_science/__init__.py | from llama_index.llms.oci_data_science.base import OCIDataScience
__all__ = ["OCIDataScience"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-oci-data-science/llama_index/llms/oci_data_science/base.py | llama-index-integrations/llms/llama-index-llms-oci-data-science/llama_index/llms/oci_data_science/base.py | import logging
from typing import Any, Callable, Dict, List, Optional, Sequence, Union, TYPE_CHECKING
import llama_index.core.instrumentation as instrument
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
ChatResponseAsyncGen,
ChatResponseGen,
CompletionResponse,
Comple... | 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/llms/llama-index-llms-lmstudio/tests/test_llms_lmstudio.py | llama-index-integrations/llms/llama-index-llms-lmstudio/tests/test_llms_lmstudio.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.lmstudio import LMStudio
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in LMStudio.__mro__]
assert BaseLLM.__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/llms/llama-index-llms-lmstudio/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-lmstudio/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/llms/llama-index-llms-lmstudio/llama_index/llms/lmstudio/__init__.py | llama-index-integrations/llms/llama-index-llms-lmstudio/llama_index/llms/lmstudio/__init__.py | from llama_index.llms.lmstudio.base import LMStudio
__all__ = ["LMStudio"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-lmstudio/llama_index/llms/lmstudio/base.py | llama-index-integrations/llms/llama-index-llms-lmstudio/llama_index/llms/lmstudio/base.py | import logging
import json
import httpx
from httpx import Timeout
from typing import Any, Dict, Sequence, Tuple
from llama_index.core.bridge.pydantic import Field
from llama_index.core.llms.callbacks import llm_chat_callback, llm_completion_callback
from llama_index.core.llms.custom import CustomLLM
from llama_index.c... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-llama-api/tests/test_llms_llama_api.py | llama-index-integrations/llms/llama-index-llms-llama-api/tests/test_llms_llama_api.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.llama_api import LlamaAPI
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in LlamaAPI.__mro__]
assert BaseLLM.__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/llms/llama-index-llms-llama-api/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-llama-api/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/llms/llama-index-llms-llama-api/llama_index/llms/llama_api/__init__.py | llama-index-integrations/llms/llama-index-llms-llama-api/llama_index/llms/llama_api/__init__.py | from llama_index.llms.llama_api.base import LlamaAPI
__all__ = ["LlamaAPI"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-llama-api/llama_index/llms/llama_api/base.py | llama-index-integrations/llms/llama-index-llms-llama-api/llama_index/llms/llama_api/base.py | from llama_index.core.base.llms.types import (
LLMMetadata,
)
from llama_index.core.bridge.pydantic import Field
from llama_index.llms.openai_like import OpenAILike
class LlamaAPI(OpenAILike):
"""
LlamaAPI LLM.
Examples:
`pip install llama-index-llms-llama-api`
```python
from... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-alephalpha/tests/test_llms_alephalpha.py | llama-index-integrations/llms/llama-index-llms-alephalpha/tests/test_llms_alephalpha.py | from unittest.mock import MagicMock, patch
from llama_index.llms.alephalpha.base import AlephAlpha
from llama_index.llms.alephalpha.utils import extract_additional_info_from_response
def test_alephalpha_instantiation():
model = "luminous-base"
token = "test_token"
aleph_alpha_instance = AlephAlpha(model=... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-alephalpha/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-alephalpha/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/llms/llama-index-llms-alephalpha/llama_index/llms/alephalpha/utils.py | llama-index-integrations/llms/llama-index-llms-alephalpha/llama_index/llms/alephalpha/utils.py | from typing import Dict, Any
from llama_index.core.base.llms.types import LogProb, CompletionResponse
HUMAN_PREFIX = "\n\nHuman:"
ASSISTANT_PREFIX = "\n\nAssistant:"
LUMINOUS_MODELS: Dict[str, int] = {
"luminous-base": 2048,
"luminous-extended": 2048,
"luminous-supreme": 2048,
"luminous-base-control"... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-alephalpha/llama_index/llms/alephalpha/__init__.py | llama-index-integrations/llms/llama-index-llms-alephalpha/llama_index/llms/alephalpha/__init__.py | from llama_index.llms.alephalpha.base import AlephAlpha
__all__ = ["AlephAlpha"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-alephalpha/llama_index/llms/alephalpha/base.py | llama-index-integrations/llms/llama-index-llms-alephalpha/llama_index/llms/alephalpha/base.py | from typing import Any, Dict, Optional, Sequence, List
from aleph_alpha_client import Prompt, CompletionRequest, Client, AsyncClient
from llama_index.core.base.llms.generic_utils import get_from_param_or_env
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
CompletionResponse,
C... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-asi/tests/test_integration_asi.py | llama-index-integrations/llms/llama-index-llms-asi/tests/test_integration_asi.py | import os
import pytest
from llama_index.llms.asi import ASI
@pytest.mark.skipif("ASI_API_KEY" not in os.environ, reason="No ASI API key")
def test_completion():
# Test basic completion
asi = ASI(model="asi1-mini", temperature=0, max_tokens=10)
resp = asi.complete("hello")
assert resp.text.strip() !=... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-asi/tests/conftest.py | llama-index-integrations/llms/llama-index-llms-asi/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/llms/llama-index-llms-asi/tests/test_llms_asi.py | llama-index-integrations/llms/llama-index-llms-asi/tests/test_llms_asi.py | import os
from unittest.mock import MagicMock, patch
import pytest
from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.openai.base import ChatMessage, MessageRole
from llama_index.llms.asi import ASI
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in ASI.__mro__]
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-asi/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-asi/tests/__init__.py | # Tests package
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-asi/llama_index/llms/asi/__init__.py | llama-index-integrations/llms/llama-index-llms-asi/llama_index/llms/asi/__init__.py | """ASI LLM package."""
from llama_index.llms.asi.base import ASI
__all__ = ["ASI"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-asi/llama_index/llms/asi/base.py | llama-index-integrations/llms/llama-index-llms-asi/llama_index/llms/asi/base.py | """ASI LLM implementation."""
import os
from typing import Any, Optional, Sequence
from llama_index.llms.openai_like import OpenAILike
from llama_index.llms.openai.base import (
ChatMessage,
ChatResponseGen,
ChatResponseAsyncGen,
ChatResponse,
MessageRole,
)
DEFAULT_MODEL = "asi1-mini"
class AS... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-mistral-rs/tests/test_llms_mistral-rs.py | llama-index-integrations/llms/llama-index-llms-mistral-rs/tests/test_llms_mistral-rs.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.mistral_rs import MistralRS
def test_llm_class():
names_of_base_classes = [b.__name__ for b in MistralRS.__mro__]
assert BaseLLM.__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/llms/llama-index-llms-mistral-rs/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-mistral-rs/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/llms/llama-index-llms-mistral-rs/llama_index/llms/mistral_rs/__init__.py | llama-index-integrations/llms/llama-index-llms-mistral-rs/llama_index/llms/mistral_rs/__init__.py | from llama_index.llms.mistral_rs.base import MistralRS
__all__ = ["MistralRS"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-mistral-rs/llama_index/llms/mistral_rs/base.py | llama-index-integrations/llms/llama-index-llms-mistral-rs/llama_index/llms/mistral_rs/base.py | from typing import Any, Callable, Dict, Optional, Sequence, List, TYPE_CHECKING
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
ChatResponseGen,
CompletionResponse,
CompletionResponseGen,
LLMMetadata,
MessageRole,
LogProb,
)
from llama_index.core.bridge.pydanti... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-contextual/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-contextual/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/llms/llama-index-llms-contextual/tests/test_empty.py | llama-index-integrations/llms/llama-index-llms-contextual/tests/test_empty.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.contextual import Contextual
def test_llm_class():
names_of_base_classes = [b.__name__ for b in Contextual.__mro__]
assert BaseLLM.__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/llms/llama-index-llms-contextual/llama_index/llms/contextual/__init__.py | llama-index-integrations/llms/llama-index-llms-contextual/llama_index/llms/contextual/__init__.py | from llama_index.llms.contextual.base import Contextual
__all__ = ["Contextual"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-contextual/llama_index/llms/contextual/base.py | llama-index-integrations/llms/llama-index-llms-contextual/llama_index/llms/contextual/base.py | from typing import Any, Optional
from llama_index.llms.openai_like import OpenAILike
from pydantic import Field
from typing import List, Sequence
from llama_index.core.llms.callbacks import (
llm_chat_callback,
llm_completion_callback,
)
from llama_index.core.base.llms.types import (
CompletionResponse,
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-xinference/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-xinference/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/llms/llama-index-llms-xinference/tests/test_llms_xinference.py | llama-index-integrations/llms/llama-index-llms-xinference/tests/test_llms_xinference.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.xinference import Xinference
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in Xinference.__mro__]
assert BaseLLM.__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/llms/llama-index-llms-xinference/llama_index/llms/xinference/utils.py | llama-index-integrations/llms/llama-index-llms-xinference/llama_index/llms/xinference/utils.py | from typing import Optional
from llama_index.core.base.llms.types import ChatMessage
from typing_extensions import NotRequired, TypedDict
XINFERENCE_MODEL_SIZES = {
"baichuan": 2048,
"baichuan-chat": 2048,
"wizardlm-v1.0": 2048,
"vicuna-v1.3": 2048,
"orca": 2048,
"chatglm": 2048,
"chatglm2... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-xinference/llama_index/llms/xinference/__init__.py | llama-index-integrations/llms/llama-index-llms-xinference/llama_index/llms/xinference/__init__.py | from llama_index.llms.xinference.base import Xinference
__all__ = ["Xinference"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-xinference/llama_index/llms/xinference/base.py | llama-index-integrations/llms/llama-index-llms-xinference/llama_index/llms/xinference/base.py | import warnings
from typing import Any, Callable, Dict, Optional, Sequence, Tuple
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
ChatResponseGen,
CompletionResponse,
CompletionResponseGen,
LLMMetadata,
MessageRole,
)
from llama_index.core.bridge.pydantic import Fi... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-gaudi/examples/basic.py | llama-index-integrations/llms/llama-index-llms-gaudi/examples/basic.py | import os, logging
import argparse
from llama_index.llms.gaudi import GaudiLLM
from llama_index.core.prompts import PromptTemplate
logging.basicConfig(
format="%(asctime)s - %(levelname)s - %(name)s - %(message)s",
datefmt="%m/%d/%Y %H:%M:%S",
level=logging.INFO,
)
logger = logging.getLogger(__name__)
de... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-gaudi/llama_index/llms/gaudi/utils.py | llama-index-integrations/llms/llama-index-llms-gaudi/llama_index/llms/gaudi/utils.py | # Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-gaudi/llama_index/llms/gaudi/__init__.py | llama-index-integrations/llms/llama-index-llms-gaudi/llama_index/llms/gaudi/__init__.py | from llama_index.llms.gaudi.base import GaudiLLM
__all__ = ["GaudiLLM"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-gaudi/llama_index/llms/gaudi/base.py | llama-index-integrations/llms/llama-index-llms-gaudi/llama_index/llms/gaudi/base.py | import logging
from typing import Any, Callable, List, Optional, Sequence, Union
from llama_index.core.base.llms.types import ChatMessage
from llama_index.core.bridge.pydantic import Field
from llama_index.llms.huggingface.base import HuggingFaceLLM
from llama_index.core.callbacks import CallbackManager
from llama_ind... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-neutrino/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-neutrino/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/llms/llama-index-llms-neutrino/tests/test_llms_neutrino.py | llama-index-integrations/llms/llama-index-llms-neutrino/tests/test_llms_neutrino.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.neutrino import Neutrino
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in Neutrino.__mro__]
assert BaseLLM.__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/llms/llama-index-llms-neutrino/llama_index/llms/neutrino/__init__.py | llama-index-integrations/llms/llama-index-llms-neutrino/llama_index/llms/neutrino/__init__.py | from llama_index.llms.neutrino.base import Neutrino
__all__ = ["Neutrino"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-neutrino/llama_index/llms/neutrino/base.py | llama-index-integrations/llms/llama-index-llms-neutrino/llama_index/llms/neutrino/base.py | from typing import Any, Dict, Optional
from llama_index.core.base.llms.types import LLMMetadata
from llama_index.core.bridge.pydantic import Field
from llama_index.core.constants import (
DEFAULT_NUM_OUTPUTS,
DEFAULT_TEMPERATURE,
)
from llama_index.core.base.llms.generic_utils import get_from_param_or_env
from... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-huggingface/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-huggingface/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/llms/llama-index-llms-huggingface/tests/test_llms_huggingface.py | llama-index-integrations/llms/llama-index-llms-huggingface/tests/test_llms_huggingface.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.huggingface import HuggingFaceLLM
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in HuggingFaceLLM.__mro__]
assert BaseLLM.__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/llms/llama-index-llms-huggingface/llama_index/llms/huggingface/utils.py | llama-index-integrations/llms/llama-index-llms-huggingface/llama_index/llms/huggingface/utils.py | import requests
from packaging import version
from typing import Union, List, Optional
from llama_index.core.base.llms.types import (
ChatResponse,
)
def get_max_input_tokens(url: str) -> Union[int, None]:
url = f"{url}/info"
model_info = dict(requests.get(url).json())
tgi_version = model_info.get("ve... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-huggingface/llama_index/llms/huggingface/__init__.py | llama-index-integrations/llms/llama-index-llms-huggingface/llama_index/llms/huggingface/__init__.py | from llama_index.llms.huggingface.base import (
HuggingFaceLLM,
)
__all__ = ["HuggingFaceLLM"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-huggingface/llama_index/llms/huggingface/base.py | llama-index-integrations/llms/llama-index-llms-huggingface/llama_index/llms/huggingface/base.py | import logging
from typing import Any, Callable, List, Optional, Sequence, Union
import torch
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
ChatResponseGen,
CompletionResponse,
CompletionResponseGen,
LLMMetadata,
)
from llama_index.core.bridge.pydantic import Field, ... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-gemini/tests/test_llms_gemini.py | llama-index-integrations/llms/llama-index-llms-gemini/tests/test_llms_gemini.py | import os
import pytest
from google.ai.generativelanguage_v1beta.types import (
FunctionCallingConfig,
ToolConfig,
)
from google.generativeai.types.content_types import FunctionCallingMode
import google.generativeai as genai
from llama_index.core.base.llms.base import BaseLLM
from llama_index.core.base.llms.t... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-gemini/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-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/llms/llama-index-llms-gemini/llama_index/llms/gemini/utils.py | llama-index-integrations/llms/llama-index-llms-gemini/llama_index/llms/gemini/utils.py | from typing import Union, Dict, Any
import google.ai.generativelanguage as glm
import google.generativeai as genai
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
CompletionResponse,
ImageBlock,
TextBlock,
)
from llama_index.core.multi_modal_llms.base import ChatMessage
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/llms/llama-index-llms-gemini/llama_index/llms/gemini/__init__.py | llama-index-integrations/llms/llama-index-llms-gemini/llama_index/llms/gemini/__init__.py | from llama_index.llms.gemini.base import Gemini
__all__ = ["Gemini"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-gemini/llama_index/llms/gemini/base.py | llama-index-integrations/llms/llama-index-llms-gemini/llama_index/llms/gemini/base.py | """Google's hosted Gemini API."""
import deprecated
import os
import uuid
import warnings
from typing import (
TYPE_CHECKING,
Any,
AsyncGenerator,
Dict,
Generator,
List,
Optional,
Sequence,
Type,
Union,
cast,
)
import google.generativeai as genai
from google.generativeai.typ... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-mlx/llama_index/llms/mlx/tokenizer_utils.py | llama-index-integrations/llms/llama-index-llms-mlx/llama_index/llms/mlx/tokenizer_utils.py | import json
from functools import partial
from transformers import AutoTokenizer
REPLACEMENT_CHAR = "\ufffd"
def _remove_space(x):
if x and x[0] == " ":
return x[1:]
return x
class StreamingDetokenizer:
"""
The streaming detokenizer interface so that we can detokenize one token at a time.
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-mlx/llama_index/llms/mlx/utils.py | llama-index-integrations/llms/llama-index-llms-mlx/llama_index/llms/mlx/utils.py | from datetime import time
from typing import Dict, Optional, Tuple, Generator, Union, Callable, Any
import mlx.core as mx
import mlx.nn as nn
from .tokenizer_utils import TokenizerWrapper
from transformers import PreTrainedTokenizer
def apply_repetition_penalty(logits: mx.array, generated_tokens: Any, penalty: float... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-mlx/llama_index/llms/mlx/__init__.py | llama-index-integrations/llms/llama-index-llms-mlx/llama_index/llms/mlx/__init__.py | from llama_index.llms.mlx.base import MLXLLM
__all__ = ["MLXLLM"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-mlx/llama_index/llms/mlx/base.py | llama-index-integrations/llms/llama-index-llms-mlx/llama_index/llms/mlx/base.py | from .utils import gen_stream
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
ChatResponseGen,
CompletionResponse,
CompletionResponseGen,
LLMMetadata,
)
from llama_index.core.bridge.pydantic import Field, PrivateAttr
from llama_index.core.callbacks import CallbackManag... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-azure-inference/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-azure-inference/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/llms/llama-index-llms-azure-inference/tests/test_llms_azure_inference.py | llama-index-integrations/llms/llama-index-llms-azure-inference/tests/test_llms_azure_inference.py | import asyncio
import json
import logging
import os
from unittest import mock
# import aiohttp to force Pants to include it in the required dependencies
import aiohttp # noqa
import pytest
from azure.ai.inference.models import (
ChatChoice,
ChatCompletions,
ChatCompletionsToolChoicePreset,
ChatRespons... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-azure-inference/llama_index/llms/azure_inference/__init__.py | llama-index-integrations/llms/llama-index-llms-azure-inference/llama_index/llms/azure_inference/__init__.py | from llama_index.llms.azure_inference.base import AzureAICompletionsModel
__all__ = ["AzureAICompletionsModel"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-azure-inference/llama_index/llms/azure_inference/base.py | llama-index-integrations/llms/llama-index-llms-azure-inference/llama_index/llms/azure_inference/base.py | """Azure AI model inference chat completions client."""
import json
import logging
from typing import (
Any,
Callable,
Dict,
List,
Optional,
Sequence,
Type,
Union,
TYPE_CHECKING,
)
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
ChatResponseAsy... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-anthropic/tests/test_llms_anthropic.py | llama-index-integrations/llms/llama-index-llms-anthropic/tests/test_llms_anthropic.py | import os
import httpx
from unittest.mock import MagicMock
from typing import List
import pytest
from pathlib import Path
from pydantic import BaseModel, ValidationError
from anthropic.types.beta.parsed_beta_message import ParsedBetaMessage
from anthropic.types.beta import BetaUsage
from llama_index.core.prompts impor... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | true |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-anthropic/tests/test_anthropic_utils.py | llama-index-integrations/llms/llama-index-llms-anthropic/tests/test_anthropic_utils.py | import pytest
from llama_index.llms.anthropic.utils import (
is_anthropic_prompt_caching_supported_model,
ANTHROPIC_PROMPT_CACHING_SUPPORTED_MODELS,
update_tool_calls,
is_anthropic_structured_output_supported,
STRUCTURED_OUTPUT_SUPPORT,
messages_to_anthropic_beta_messages,
)
from llama_index.co... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-anthropic/tests/conftest.py | llama-index-integrations/llms/llama-index-llms-anthropic/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/llms/llama-index-llms-anthropic/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-anthropic/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/llms/llama-index-llms-anthropic/llama_index/llms/anthropic/utils.py | llama-index-integrations/llms/llama-index-llms-anthropic/llama_index/llms/anthropic/utils.py | """
Utility functions for the Anthropic SDK LLM integration.
"""
from typing import Any, Dict, List, Sequence, Tuple, Optional, Literal, cast, Union
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
ImageBlock,
MessageRole,
TextBlock,
DocumentBlock,
CachePoint,
... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-anthropic/llama_index/llms/anthropic/__init__.py | llama-index-integrations/llms/llama-index-llms-anthropic/llama_index/llms/anthropic/__init__.py | from llama_index.llms.anthropic.base import Anthropic
__all__ = ["Anthropic"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-anthropic/llama_index/llms/anthropic/base.py | llama-index-integrations/llms/llama-index-llms-anthropic/llama_index/llms/anthropic/base.py | import json
import logging
import llama_index.core.instrumentation as instrument
from typing import (
TYPE_CHECKING,
Any,
Type,
AsyncGenerator,
Callable,
Dict,
Generator,
List,
Optional,
Sequence,
Set,
Tuple,
Union,
cast,
)
from llama_index.core.llms.utils import ... | 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/llms/llama-index-llms-nvidia-triton/tests/test_llms_nvidia_triton.py | llama-index-integrations/llms/llama-index-llms-nvidia-triton/tests/test_llms_nvidia_triton.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.nvidia_triton import NvidiaTriton
def test_text_inference_embedding_class():
names_of_base_classes = [b.__name__ for b in NvidiaTriton.__mro__]
assert BaseLLM.__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/llms/llama-index-llms-nvidia-triton/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-nvidia-triton/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/llms/llama-index-llms-nvidia-triton/llama_index/llms/nvidia_triton/utils.py | llama-index-integrations/llms/llama-index-llms-nvidia-triton/llama_index/llms/nvidia_triton/utils.py | # Copyright 2023-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
# * Redistributions of source code must retain the above copyright
# notice, this list o... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-nvidia-triton/llama_index/llms/nvidia_triton/__init__.py | llama-index-integrations/llms/llama-index-llms-nvidia-triton/llama_index/llms/nvidia_triton/__init__.py | # Copyright 2023-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
# * Redistributions of source code must retain the above copyright
# notice, this list o... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-nvidia-triton/llama_index/llms/nvidia_triton/base.py | llama-index-integrations/llms/llama-index-llms-nvidia-triton/llama_index/llms/nvidia_triton/base.py | # Copyright 2023-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
# * Redistributions of source code must retain the above copyright
# notice, this list o... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-ollama/tests/test_utils.py | llama-index-integrations/llms/llama-index-llms-ollama/tests/test_utils.py | from llama_index.llms.ollama.base import get_additional_kwargs
def test_get_additional_kwargs():
response = {"key1": "value1", "key2": "value2", "exclude_me": "value3"}
exclude = ("exclude_me", "exclude_me_too")
expected = {"key1": "value1", "key2": "value2"}
actual = get_additional_kwargs(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/llms/llama-index-llms-ollama/tests/conftest.py | llama-index-integrations/llms/llama-index-llms-ollama/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/llms/llama-index-llms-ollama/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-ollama/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/llms/llama-index-llms-ollama/tests/test_llms_ollama.py | llama-index-integrations/llms/llama-index-llms-ollama/tests/test_llms_ollama.py | import os
import pytest
from ollama import Client
from typing import Annotated
from llama_index.core.base.llms.types import ThinkingBlock, TextBlock, ToolCallBlock
from llama_index.core.base.llms.base import BaseLLM
from llama_index.core.bridge.pydantic import BaseModel, Field
from llama_index.core.llms import ChatMe... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-ollama/llama_index/llms/ollama/__init__.py | llama-index-integrations/llms/llama-index-llms-ollama/llama_index/llms/ollama/__init__.py | from llama_index.llms.ollama.base import Ollama
__all__ = ["Ollama"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
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