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-langchain/llama_index/llms/langchain/utils.py | llama-index-integrations/llms/llama-index-llms-langchain/llama_index/llms/langchain/utils.py | from typing import List, Sequence
from llama_index.core.base.llms.types import ChatMessage, LLMMetadata, MessageRole
from llama_index.core.constants import AI21_J2_CONTEXT_WINDOW, COHERE_CONTEXT_WINDOW
class LC:
from llama_index.core.bridge.langchain import (
AI21,
AIMessage,
BaseChatMode... | python | MIT | 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-langchain/llama_index/llms/langchain/__init__.py | llama-index-integrations/llms/llama-index-llms-langchain/llama_index/llms/langchain/__init__.py | from llama_index.llms.langchain.base import LangChainLLM
__all__ = ["LangChainLLM"]
| python | MIT | 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-langchain/llama_index/llms/langchain/base.py | llama-index-integrations/llms/llama-index-llms-langchain/llama_index/llms/langchain/base.py | from typing import Any, Callable, Generator, Optional, Sequence
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
ChatResponseAsyncGen,
ChatResponseGen,
CompletionResponse,
CompletionResponseAsyncGen,
CompletionResponseGen,
LLMMetadata,
)
from llama_index.core.br... | python | MIT | 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-google-genai/tests/test_llms_google_genai.py | llama-index-integrations/llms/llama-index-llms-google-genai/tests/test_llms_google_genai.py | import os
from typing import List, Optional
from unittest.mock import MagicMock, patch
import pytest
from google.genai import types
from llama_index.core.base.llms.types import (
ChatMessage,
ImageBlock,
MessageRole,
TextBlock,
VideoBlock,
ThinkingBlock,
ToolCallBlock,
)
from llama_index.co... | 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-google-genai/tests/test_llms_google_genai_vertex.py | llama-index-integrations/llms/llama-index-llms-google-genai/tests/test_llms_google_genai_vertex.py | from datetime import datetime
from enum import Enum
import os
from typing import List, Optional, Union
from unittest.mock import MagicMock
import pytest
from llama_index.core.program.function_program import get_function_tool
from pydantic import BaseModel, Field
from google.genai import types
from llama_index.llms.go... | python | MIT | 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-google-genai/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-google-genai/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-google-genai/llama_index/llms/google_genai/utils.py | llama-index-integrations/llms/llama-index-llms-google-genai/llama_index/llms/google_genai/utils.py | import asyncio
import json
import logging
from collections.abc import Sequence
from io import IOBase
from typing import (
TYPE_CHECKING,
Any,
Dict,
Union,
Optional,
Type,
Tuple,
List,
Literal,
cast,
)
import typing
import google.genai.types as types
import google.genai
import 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/llms/llama-index-llms-google-genai/llama_index/llms/google_genai/__init__.py | llama-index-integrations/llms/llama-index-llms-google-genai/llama_index/llms/google_genai/__init__.py | from llama_index.llms.google_genai.base import GoogleGenAI
__all__ = ["GoogleGenAI"]
| python | MIT | 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-google-genai/llama_index/llms/google_genai/base.py | llama-index-integrations/llms/llama-index-llms-google-genai/llama_index/llms/google_genai/base.py | """Google's hosted Gemini API."""
import asyncio
import functools
import os
import typing
from typing import (
TYPE_CHECKING,
cast,
Any,
AsyncGenerator,
Dict,
Generator,
List,
Optional,
Sequence,
Type,
Union,
Callable,
Literal,
)
import llama_index.core.instrumenta... | python | MIT | 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-sarvam/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-sarvam/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-sarvam/tests/test_llms_servam.py | llama-index-integrations/llms/llama-index-llms-sarvam/tests/test_llms_servam.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.sarvam import Sarvam
def test_llm_class():
names_of_base_classes = [b.__name__ for b in Sarvam.__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-sarvam/llama_index/llms/sarvam/__init__.py | llama-index-integrations/llms/llama-index-llms-sarvam/llama_index/llms/sarvam/__init__.py | from llama_index.llms.sarvam.base import Sarvam
__all__ = ["Sarvam"]
| python | MIT | 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-sarvam/llama_index/llms/sarvam/base.py | llama-index-integrations/llms/llama-index-llms-sarvam/llama_index/llms/sarvam/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-nvidia-tensorrt/tests/test_llms_nvidia_tensorrt.py | llama-index-integrations/llms/llama-index-llms-nvidia-tensorrt/tests/test_llms_nvidia_tensorrt.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.nvidia_tensorrt import LocalTensorRTLLM
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in LocalTensorRTLLM.__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-tensorrt/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-nvidia-tensorrt/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-tensorrt/llama_index/llms/nvidia_tensorrt/utils.py | llama-index-integrations/llms/llama-index-llms-nvidia-tensorrt/llama_index/llms/nvidia_tensorrt/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-tensorrt/llama_index/llms/nvidia_tensorrt/__init__.py | llama-index-integrations/llms/llama-index-llms-nvidia-tensorrt/llama_index/llms/nvidia_tensorrt/__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-tensorrt/llama_index/llms/nvidia_tensorrt/base.py | llama-index-integrations/llms/llama-index-llms-nvidia-tensorrt/llama_index/llms/nvidia_tensorrt/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-opea/tests/test_llms_opea.py | llama-index-integrations/llms/llama-index-llms-opea/tests/test_llms_opea.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.opea import OPEA
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in OPEA.__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-opea/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-opea/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-opea/llama_index/llms/opea/__init__.py | llama-index-integrations/llms/llama-index-llms-opea/llama_index/llms/opea/__init__.py | from llama_index.llms.opea.base import OPEA
__all__ = ["OPEA"]
| python | MIT | 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-opea/llama_index/llms/opea/base.py | llama-index-integrations/llms/llama-index-llms-opea/llama_index/llms/opea/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.base import OpenAILike
class OPEA(OpenAILike):
"""
Adapter for a OPEA LLM.
Examples:
`pip install llama-index-llms-opea`
```python
... | python | MIT | 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-upstage/tests/test_upstage.py | llama-index-integrations/llms/llama-index-llms-upstage/tests/test_upstage.py | import os
from typing import Any, Generator, AsyncGenerator
from unittest.mock import MagicMock, patch, AsyncMock
import pytest
from llama_index.core.llms import ChatMessage
from openai.types.chat.chat_completion import ChatCompletion, Choice
from openai.types.chat.chat_completion_chunk import (
ChatCompletionChun... | python | MIT | 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-upstage/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-upstage/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-upstage/tests/test_llms_upstage.py | llama-index-integrations/llms/llama-index-llms-upstage/tests/test_llms_upstage.py | import pytest
from llama_index.core.base.llms.base import BaseLLM
from llama_index.core.base.llms.types import ChatMessage, MessageRole
from llama_index.llms.upstage import Upstage
def test_text_inference_llm_class():
names_of_base_classes = [b.__name__ for b in Upstage.__mro__]
assert BaseLLM.__name__ in nam... | python | MIT | 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-upstage/llama_index/llms/upstage/utils.py | llama-index-integrations/llms/llama-index-llms-upstage/llama_index/llms/upstage/utils.py | import logging
from typing import Any, Dict, Optional, Tuple
from llama_index.core.base.llms.generic_utils import get_from_param_or_env
DEFAULT_UPSTAGE_API_BASE = "https://api.upstage.ai/v1/solar"
DEFAULT_CONTEXT_WINDOW = 32768
CHAT_MODELS = {"solar-mini": 32768, "solar-pro2": 65536}
FUNCTION_CALLING_MODELS = ["sola... | python | MIT | 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-upstage/llama_index/llms/upstage/__init__.py | llama-index-integrations/llms/llama-index-llms-upstage/llama_index/llms/upstage/__init__.py | from llama_index.llms.upstage.base import Upstage
__all__ = ["Upstage"]
| python | MIT | 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-upstage/llama_index/llms/upstage/base.py | llama-index-integrations/llms/llama-index-llms-upstage/llama_index/llms/upstage/base.py | import os
from pathlib import Path
from typing import List, Optional, Dict, Any, Sequence, Callable, Union, Literal
import warnings
import httpx
from llama_index.readers.upstage import UpstageDocumentParseReader
from llama_index.llms.openai.utils import (
create_retry_decorator,
)
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-vercel-ai-gateway/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-vercel-ai-gateway/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-vercel-ai-gateway/tests/test_vercel_ai_gateway.py | llama-index-integrations/llms/llama-index-llms-vercel-ai-gateway/tests/test_vercel_ai_gateway.py | import inspect
import os
from collections.abc import AsyncGenerator, AsyncIterator
from unittest.mock import AsyncMock, patch
import pytest
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
CompletionResponse,
MessageRole,
)
from llama_index.llms.vercel_ai_gateway import Vercel... | python | MIT | 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-vercel-ai-gateway/llama_index/llms/vercel_ai_gateway/__init__.py | llama-index-integrations/llms/llama-index-llms-vercel-ai-gateway/llama_index/llms/vercel_ai_gateway/__init__.py | from llama_index.llms.vercel_ai_gateway.base import VercelAIGateway
__all__ = ["VercelAIGateway"]
| python | MIT | 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-vercel-ai-gateway/llama_index/llms/vercel_ai_gateway/base.py | llama-index-integrations/llms/llama-index-llms-vercel-ai-gateway/llama_index/llms/vercel_ai_gateway/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-bedrock/tests/test_llms_bedrock.py | llama-index-integrations/llms/llama-index-llms-bedrock/tests/test_llms_bedrock.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.bedrock import Bedrock
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in Bedrock.__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-bedrock/tests/test_utils.py | llama-index-integrations/llms/llama-index-llms-bedrock/tests/test_utils.py | import pytest
from llama_index.llms.bedrock.utils import (
get_provider,
MetaProvider,
MistralProvider,
AmazonProvider,
AnthropicProvider,
CohereProvider,
Ai21Provider,
)
@pytest.mark.parametrize(
("model", "provider_cls"),
[
("meta.llama3-3-70b-instruct-v1:0", MetaProvide... | python | MIT | 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-bedrock/tests/test_bedrock.py | llama-index-integrations/llms/llama-index-llms-bedrock/tests/test_bedrock.py | import json
from io import BytesIO
from typing import Any, Generator
import pytest
from botocore.response import StreamingBody
from botocore.stub import Stubber
from llama_index.core.base.llms.types import ChatMessage
from llama_index.llms.bedrock import Bedrock, ProviderType
from pytest import MonkeyPatch
class Moc... | python | MIT | 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-bedrock/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-bedrock/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-bedrock/llama_index/llms/bedrock/llama_utils.py | llama-index-integrations/llms/llama-index-llms-bedrock/llama_index/llms/bedrock/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-bedrock/llama_index/llms/bedrock/utils.py | llama-index-integrations/llms/llama-index-llms-bedrock/llama_index/llms/bedrock/utils.py | import logging
from enum import Enum
from abc import ABC, abstractmethod
from typing import Any, Callable, Dict, List, Optional, Sequence
from llama_index.core.base.llms.types import ChatMessage
from llama_index.core.base.llms.generic_utils import (
prompt_to_messages,
)
from llama_index.llms.anthropic.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-bedrock/llama_index/llms/bedrock/__init__.py | llama-index-integrations/llms/llama-index-llms-bedrock/llama_index/llms/bedrock/__init__.py | from llama_index.llms.bedrock.base import (
Bedrock,
completion_response_to_chat_response,
completion_with_retry,
)
from llama_index.llms.bedrock.utils import ProviderType
__all__ = [
"Bedrock",
"completion_with_retry",
"completion_response_to_chat_response",
"ProviderType",
]
| python | MIT | 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-bedrock/llama_index/llms/bedrock/base.py | llama-index-integrations/llms/llama-index-llms-bedrock/llama_index/llms/bedrock/base.py | import json
import deprecated
from typing import Any, Callable, Dict, Optional, Sequence
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
ChatResponseAsyncGen,
ChatResponseGen,
CompletionResponse,
CompletionResponseAsyncGen,
CompletionResponseGen,
LLMMetadata,
)... | python | MIT | 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-keywordsai/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-keywordsai/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-keywordsai/tests/test_llms_keywordsai.py | llama-index-integrations/llms/llama-index-llms-keywordsai/tests/test_llms_keywordsai.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.keywordsai import KeywordsAI
def test_text_inference_embedding_class():
names_of_base_classes = [b.__name__ for b in KeywordsAI.__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-keywordsai/llama_index/llms/keywordsai/utils.py | llama-index-integrations/llms/llama-index-llms-keywordsai/llama_index/llms/keywordsai/utils.py | import logging
import os
from typing import Any, Callable, Optional, Union, Tuple
from functools import lru_cache
from tenacity import (
before_sleep_log,
retry,
retry_if_exception_type,
stop_after_attempt,
stop_after_delay,
wait_exponential,
wait_random_exponential,
)
from tenacity.stop im... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-keywordsai/llama_index/llms/keywordsai/__init__.py | llama-index-integrations/llms/llama-index-llms-keywordsai/llama_index/llms/keywordsai/__init__.py | from llama_index.llms.keywordsai.base import KeywordsAI
__all__ = ["KeywordsAI"]
| python | MIT | 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-keywordsai/llama_index/llms/keywordsai/base.py | llama-index-integrations/llms/llama-index-llms-keywordsai/llama_index/llms/keywordsai/base.py | import functools
from typing import (
Any,
Callable,
Dict,
Optional,
Sequence,
)
import httpx
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
LLMMetadata,
MessageRole,
)
from llama_index.core.bridge.pydantic import Field, PrivateAttr
from llama_index.core.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-you/tests/test_llms_you.py | llama-index-integrations/llms/llama-index-llms-you/tests/test_llms_you.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.you import You
def test_llm_class():
names_of_base_classes = [b.__name__ for b in You.__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-you/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-you/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-you/llama_index/llms/you/__init__.py | llama-index-integrations/llms/llama-index-llms-you/llama_index/llms/you/__init__.py | from llama_index.llms.you.base import You
__all__ = ["You"]
| python | MIT | 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-you/llama_index/llms/you/base.py | llama-index-integrations/llms/llama-index-llms-you/llama_index/llms/you/base.py | import os
from typing import Any, Dict, Generator, Literal, Optional
import requests
import sseclient
from llama_index.core.llms import (
CompletionResponse,
CompletionResponseGen,
CustomLLM,
LLMMetadata,
)
from llama_index.core.llms.callbacks import llm_completion_callback
from llama_index.core.bridge... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-mymagic/llama_index/llms/mymagic/__init__.py | llama-index-integrations/llms/llama-index-llms-mymagic/llama_index/llms/mymagic/__init__.py | from llama_index.llms.mymagic.base import MyMagicAI
__all__ = ["MyMagicAI"]
| python | MIT | 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-mymagic/llama_index/llms/mymagic/base.py | llama-index-integrations/llms/llama-index-llms-mymagic/llama_index/llms/mymagic/base.py | import time
from typing import Any, Dict, List, Optional
import httpx
import asyncio
import requests
from llama_index.core.base.llms.types import (
CompletionResponse,
CompletionResponseGen,
ChatResponse,
ChatResponseGen,
ChatResponseAsyncGen,
CompletionResponseAsyncGen,
LLMMetadata,
)
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-api/tests/test_huggingface_api.py | llama-index-integrations/llms/llama-index-llms-huggingface-api/tests/test_huggingface_api.py | from unittest.mock import MagicMock, patch
import pytest
from llama_index.core.llms import ChatMessage, MessageRole
from llama_index.llms.huggingface_api import HuggingFaceInferenceAPI
from huggingface_hub.inference._generated.types import ChatCompletionOutput
STUB_MODEL_NAME = "Qwen/Qwen2.5-Coder-32B-Instruct"
@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-api/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-huggingface-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-huggingface-api/tests/test_llms_huggingface_api.py | llama-index-integrations/llms/llama-index-llms-huggingface-api/tests/test_llms_huggingface_api.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.core.tools import FunctionTool
from unittest.mock import patch
from llama_index.llms.huggingface_api import HuggingFaceInferenceAPI
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in HuggingFaceInferenceAPI.__mro__]
ass... | python | MIT | 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-api/llama_index/llms/huggingface_api/__init__.py | llama-index-integrations/llms/llama-index-llms-huggingface-api/llama_index/llms/huggingface_api/__init__.py | from llama_index.llms.huggingface_api.base import (
HuggingFaceInferenceAPI,
)
__all__ = ["HuggingFaceInferenceAPI"]
| python | MIT | 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-api/llama_index/llms/huggingface_api/base.py | llama-index-integrations/llms/llama-index-llms-huggingface-api/llama_index/llms/huggingface_api/base.py | import json
import logging
from huggingface_hub import AsyncInferenceClient, InferenceClient, model_info
from huggingface_hub.hf_api import ModelInfo
from huggingface_hub.inference._generated.types import (
ChatCompletionOutput,
ChatCompletionStreamOutput,
ChatCompletionOutputToolCall,
ChatCompletionOut... | python | MIT | 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-palm/tests/test_llms_palm.py | llama-index-integrations/llms/llama-index-llms-palm/tests/test_llms_palm.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.palm import PaLM
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in PaLM.__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-palm/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-palm/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-palm/llama_index/llms/palm/__init__.py | llama-index-integrations/llms/llama-index-llms-palm/llama_index/llms/palm/__init__.py | from llama_index.llms.palm.base import PaLM
__all__ = ["PaLM"]
| python | MIT | 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-palm/llama_index/llms/palm/base.py | llama-index-integrations/llms/llama-index-llms-palm/llama_index/llms/palm/base.py | """Palm API."""
import os
from typing import Any, Callable, Optional, Sequence
import google.generativeai as palm
from llama_index.core.base.llms.types import (
ChatMessage,
CompletionResponse,
CompletionResponseGen,
LLMMetadata,
)
from llama_index.core.bridge.pydantic import Field, PrivateAttr
from l... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-cleanlab/tests/test_llms_cleanlab.py | llama-index-integrations/llms/llama-index-llms-cleanlab/tests/test_llms_cleanlab.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.cleanlab import CleanlabTLM
from llama_index.llms.cleanlab.base import DEFAULT_MODEL, DEFAULT_MAX_TOKENS
def test_llms_cleanlab():
names_of_base_classes = [b.__name__ for b in CleanlabTLM.__mro__]
assert BaseLLM.__name__ in names_of_bas... | python | MIT | 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-cleanlab/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-cleanlab/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-cleanlab/llama_index/llms/cleanlab/__init__.py | llama-index-integrations/llms/llama-index-llms-cleanlab/llama_index/llms/cleanlab/__init__.py | from llama_index.llms.cleanlab.base import CleanlabTLM
__all__ = ["CleanlabTLM"]
| python | MIT | 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-cleanlab/llama_index/llms/cleanlab/base.py | llama-index-integrations/llms/llama-index-llms-cleanlab/llama_index/llms/cleanlab/base.py | from typing import Any, Dict, Optional
# Import LlamaIndex dependencies
from llama_index.core.base.llms.types import (
CompletionResponse,
CompletionResponseGen,
LLMMetadata,
)
from llama_index.core.base.llms.generic_utils import (
get_from_param_or_env,
)
from llama_index.core.llms.callbacks import ll... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-sagemaker-endpoint/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-sagemaker-endpoint/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-sagemaker-endpoint/tests/test_llms_sagemaker_endpoint.py | llama-index-integrations/llms/llama-index-llms-sagemaker-endpoint/tests/test_llms_sagemaker_endpoint.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.sagemaker_endpoint import SageMakerLLM
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in SageMakerLLM.__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-sagemaker-endpoint/llama_index/llms/sagemaker_endpoint/utils.py | llama-index-integrations/llms/llama-index-llms-sagemaker-endpoint/llama_index/llms/sagemaker_endpoint/utils.py | import abc
import codecs
import json
from typing import TYPE_CHECKING
if TYPE_CHECKING:
from botocore.response import StreamingBody
from llama_index.core.bridge.pydantic import BaseModel, Field
class BaseIOHandler(BaseModel, metaclass=abc.ABCMeta):
content_type: str = Field(
description="The MIME ty... | python | MIT | 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-sagemaker-endpoint/llama_index/llms/sagemaker_endpoint/__init__.py | llama-index-integrations/llms/llama-index-llms-sagemaker-endpoint/llama_index/llms/sagemaker_endpoint/__init__.py | from llama_index.llms.sagemaker_endpoint.base import SageMakerLLM
__all__ = ["SageMakerLLM"]
| python | MIT | 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-sagemaker-endpoint/llama_index/llms/sagemaker_endpoint/base.py | llama-index-integrations/llms/llama-index-llms-sagemaker-endpoint/llama_index/llms/sagemaker_endpoint/base.py | from typing import Any, Callable, Dict, Optional, Sequence
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
ChatResponseAsyncGen,
ChatResponseGen,
CompletionResponse,
CompletionResponseAsyncGen,
CompletionResponseGen,
LLMMetadata,
)
from llama_index.core.bridge.... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-reka/tests/conftest.py | llama-index-integrations/llms/llama-index-llms-reka/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-reka/tests/test_reka.py | llama-index-integrations/llms/llama-index-llms-reka/tests/test_reka.py | import pytest
import os
import inspect
from typing import AsyncIterator, Iterator
from unittest import mock
from llama_index.llms.reka import RekaLLM
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
CompletionResponse,
MessageRole,
)
@pytest.fixture()
def reka_llm():
api... | python | MIT | 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-reka/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-reka/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-reka/tests/test_llms_reka.py | llama-index-integrations/llms/llama-index-llms-reka/tests/test_llms_reka.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.reka import RekaLLM
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in RekaLLM.__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-reka/llama_index/llms/reka/__init__.py | llama-index-integrations/llms/llama-index-llms-reka/llama_index/llms/reka/__init__.py | from llama_index.llms.reka.base import RekaLLM
__all__ = ["RekaLLM"]
| python | MIT | 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-reka/llama_index/llms/reka/base.py | llama-index-integrations/llms/llama-index-llms-reka/llama_index/llms/reka/base.py | import os
from typing import Any, Dict, List, Optional, Sequence
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
ChatResponseAsyncGen,
ChatResponseGen,
CompletionResponse,
CompletionResponseAsyncGen,
CompletionResponseGen,
LLMMetadata,
MessageRole,
)
from l... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-cortex/tests/test_llms_cortex.py | llama-index-integrations/llms/llama-index-llms-cortex/tests/test_llms_cortex.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.cortex import Cortex
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in Cortex.__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-cortex/tests/test_utils.py | llama-index-integrations/llms/llama-index-llms-cortex/tests/test_utils.py | from unittest.mock import mock_open, patch
from cryptography.hazmat.primitives.asymmetric import rsa
from cryptography.hazmat.primitives import serialization
from llama_index.llms.cortex.utils import (
generate_sf_jwt,
is_spcs_environment,
get_spcs_base_url,
get_default_spcs_token,
SPCS_TOKEN_PATH... | python | MIT | 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-cortex/tests/conftest.py | llama-index-integrations/llms/llama-index-llms-cortex/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-cortex/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-cortex/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-cortex/tests/test_integration_cortex.py | llama-index-integrations/llms/llama-index-llms-cortex/tests/test_integration_cortex.py | import inspect
import os
from typing import AsyncIterator
from unittest import mock
from unittest.mock import AsyncMock, Mock, patch
import pytest
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
CompletionResponse,
MessageRole,
)
from llama_index.llms.cortex import Cortex
@p... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-cortex/llama_index/llms/cortex/utils.py | llama-index-integrations/llms/llama-index-llms-cortex/llama_index/llms/cortex/utils.py | import base64
import hashlib
from datetime import datetime, timedelta, timezone
import os
import os
import jwt
from cryptography.hazmat.backends import default_backend
from cryptography.hazmat.primitives.serialization import (
Encoding,
PublicFormat,
load_pem_private_key,
)
SPCS_TOKEN_PATH = "/snowflake/se... | python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
run-llama/llama_index | https://github.com/run-llama/llama_index/blob/dd5b31109cc8eb64411caf9fc1fa0f51e584c325/llama-index-integrations/llms/llama-index-llms-cortex/llama_index/llms/cortex/__init__.py | llama-index-integrations/llms/llama-index-llms-cortex/llama_index/llms/cortex/__init__.py | from llama_index.llms.cortex.base import Cortex
__all__ = ["Cortex"]
| python | MIT | 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-cortex/llama_index/llms/cortex/base.py | llama-index-integrations/llms/llama-index-llms-cortex/llama_index/llms/cortex/base.py | import json
import os
from typing import Any, Dict, Optional, Sequence
import warnings
import aiohttp
import requests
from llama_index.core.base.llms.types import MessageRole
from llama_index.core.bridge.pydantic import Field
from llama_index.core.llms import (
ChatMessage,
ChatResponse,
ChatResponseAsyncG... | python | MIT | 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-vertex/tests/test_llms_vertex.py | llama-index-integrations/llms/llama-index-llms-vertex/tests/test_llms_vertex.py | from llama_index.llms.vertex import Vertex
def test_vertex_metadata_function_calling():
"""Test that Vertex LLM metadata correctly identifies Gemini models as function calling models."""
# This test uses mocks to avoid actual API calls
from unittest.mock import patch, Mock
with patch(
"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/llms/llama-index-llms-vertex/tests/test_gemini_utils.py | llama-index-integrations/llms/llama-index-llms-vertex/tests/test_gemini_utils.py | import pytest
from google.cloud.aiplatform_v1beta1 import FunctionCall
from llama_index.core.base.llms.types import (
ChatMessage,
MessageRole,
TextBlock,
ImageBlock,
)
from llama_index.llms.vertex.gemini_utils import (
convert_chat_message_to_gemini_content,
is_gemini_model,
)
def test_is_gem... | python | MIT | 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-vertex/tests/test_tool_required.py | llama-index-integrations/llms/llama-index-llms-vertex/tests/test_tool_required.py | from unittest.mock import Mock, patch
from llama_index.core.tools import FunctionTool
from llama_index.llms.vertex import Vertex
from vertexai.generative_models import ToolConfig
def search(query: str) -> str:
"""Search for information about a query."""
return f"Results for {query}"
def calculate(a: int, b... | python | MIT | 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-vertex/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-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/llms/llama-index-llms-vertex/llama_index/llms/vertex/gemini_utils.py | llama-index-integrations/llms/llama-index-llms-vertex/llama_index/llms/vertex/gemini_utils.py | from typing import Any, Union, Optional
from vertexai.generative_models._generative_models import SafetySettingsType
from google.cloud.aiplatform_v1beta1.types import content as gapic_content_types
from llama_index.core.llms import ChatMessage, MessageRole, ImageBlock, TextBlock
def is_gemini_model(model: str) -> boo... | python | MIT | 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-vertex/llama_index/llms/vertex/utils.py | llama-index-integrations/llms/llama-index-llms-vertex/llama_index/llms/vertex/utils.py | # utils script
# generation with retry
import logging
from typing import Any, Callable, Optional
import google.api_core
import vertexai
from tenacity import (
before_sleep_log,
retry,
retry_if_exception_type,
stop_after_attempt,
wait_exponential,
)
from vertexai.language_models import ChatMessage ... | python | MIT | 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-vertex/llama_index/llms/vertex/__init__.py | llama-index-integrations/llms/llama-index-llms-vertex/llama_index/llms/vertex/__init__.py | from llama_index.llms.vertex.base import Vertex
__all__ = ["Vertex"]
| python | MIT | 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-vertex/llama_index/llms/vertex/base.py | llama-index-integrations/llms/llama-index-llms-vertex/llama_index/llms/vertex/base.py | import deprecated
from typing import (
TYPE_CHECKING,
Any,
Callable,
Dict,
List,
Tuple,
Optional,
Sequence,
Union,
)
from llama_index.core.base.llms.types import (
ChatMessage,
ChatResponse,
ChatResponseAsyncGen,
ChatResponseGen,
CompletionResponse,
Completion... | python | MIT | 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-databricks/tests/test_llms_databricks.py | llama-index-integrations/llms/llama-index-llms-databricks/tests/test_llms_databricks.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.databricks import Databricks
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in Databricks.__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-databricks/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-databricks/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-databricks/tests/test_integration_databricks.py | llama-index-integrations/llms/llama-index-llms-databricks/tests/test_integration_databricks.py | import os
import pytest
from llama_index.llms.databricks import Databricks
@pytest.mark.skipif(
"DATABRICKS_TOKEN" not in os.environ
or "DATABRICKS_SERVING_ENDPOINT" not in os.environ,
reason="DATABRICKS_TOKEN or DATABRICKS_SERVING_ENDPOINT not set in environment",
)
def test_completion():
databrick... | python | MIT | 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-databricks/llama_index/llms/databricks/__init__.py | llama-index-integrations/llms/llama-index-llms-databricks/llama_index/llms/databricks/__init__.py | from llama_index.llms.databricks.base import Databricks
__all__ = ["Databricks"]
| python | MIT | 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-databricks/llama_index/llms/databricks/base.py | llama-index-integrations/llms/llama-index-llms-databricks/llama_index/llms/databricks/base.py | import os
from typing import Any, Optional, Dict
from llama_index.llms.openai_like import OpenAILike
class Databricks(OpenAILike):
"""
Databricks LLM.
Examples:
`pip install llama-index-llms-databricks`
```python
from llama_index.llms.databricks import Databricks
# Set ... | python | MIT | 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-groq/tests/test_integration_groq.py | llama-index-integrations/llms/llama-index-llms-groq/tests/test_integration_groq.py | import os
import pytest
from llama_index.llms.groq import Groq
@pytest.mark.skipif("GROQ_API_KEY" not in os.environ, reason="No Groq API key")
def test_completion():
groq = Groq(model="llama3-70b-8192", temperature=0, max_tokens=2)
resp = groq.complete("hello")
assert resp.text == "Hello"
@pytest.mark... | python | MIT | 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-groq/tests/test_llms_groq.py | llama-index-integrations/llms/llama-index-llms-groq/tests/test_llms_groq.py | from llama_index.core.base.llms.base import BaseLLM
from llama_index.llms.groq import Groq
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in Groq.__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-groq/tests/__init__.py | llama-index-integrations/llms/llama-index-llms-groq/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-groq/llama_index/llms/groq/__init__.py | llama-index-integrations/llms/llama-index-llms-groq/llama_index/llms/groq/__init__.py | from llama_index.llms.groq.base import Groq
__all__ = ["Groq"]
| python | MIT | dd5b31109cc8eb64411caf9fc1fa0f51e584c325 | 2026-01-04T14:39:40.052063Z | false |
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