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from llama_index.storage.kvstore.s3.base import S3DBKVStore __all__ = ["S3DBKVStore"]
llama_index/llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-s3/llama_index/storage/kvstore/s3/__init__.py/0
{ "file_path": "llama_index/llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-s3/llama_index/storage/kvstore/s3/__init__.py", "repo_id": "llama_index", "token_count": 38 }
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<jupyter_start><jupyter_text>Interacting with LLM deployed in Amazon SageMaker Endpoint with LlamaIndexAn Amazon SageMaker endpoint is a fully managed resource that enables the deployment of machine learning models, specifically LLM (Large Language Models), for making predictions on new data.This notebook demonstrates ...
llama_index/docs/examples/llm/sagemaker_endpoint_llm.ipynb/0
{ "file_path": "llama_index/docs/examples/llm/sagemaker_endpoint_llm.ipynb", "repo_id": "llama_index", "token_count": 1760 }
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# Copyright 2023-present the HuggingFace Inc. team. # # 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 applicable law or...
peft/src/peft/tuners/adalora/bnb.py/0
{ "file_path": "peft/src/peft/tuners/adalora/bnb.py", "repo_id": "peft", "token_count": 2713 }
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--- hide_table_of_contents: true --- import CodeBlock from "@theme/CodeBlock"; # Cloudflare D1-Backed Chat Memory :::info This integration is only supported in Cloudflare Workers. ::: For longer-term persistence across chat sessions, you can swap out the default in-memory `chatHistory` that backs chat memory classe...
langchainjs/docs/core_docs/docs/integrations/chat_memory/cloudflare_d1.mdx/0
{ "file_path": "langchainjs/docs/core_docs/docs/integrations/chat_memory/cloudflare_d1.mdx", "repo_id": "langchainjs", "token_count": 491 }
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# Copyright 2024 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...
diffusers/src/diffusers/pipelines/deprecated/versatile_diffusion/pipeline_versatile_diffusion_text_to_image.py/0
{ "file_path": "diffusers/src/diffusers/pipelines/deprecated/versatile_diffusion/pipeline_versatile_diffusion_text_to_image.py", "repo_id": "diffusers", "token_count": 9810 }
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# An Introduction to Unreal Learning Agents [Learning Agents](https://dev.epicgames.com/community/learning/tutorials/8OWY/unreal-engine-learning-agents-introduction) is an Unreal Engine (UE) plugin that allows you **to train AI characters using machine learning (ML) in Unreal**. It's an exciting new plugin where you ...
deep-rl-class/units/en/unitbonus3/learning-agents.mdx/0
{ "file_path": "deep-rl-class/units/en/unitbonus3/learning-agents.mdx", "repo_id": "deep-rl-class", "token_count": 804 }
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// import all entrypoints to test, do not do this in your own app import "./entrypoints.js"; import "./style.css"; import typescriptLogo from "./typescript.svg"; import viteLogo from "/vite.svg"; import { setupChain } from "./chain"; document.querySelector<HTMLDivElement>("#app")!.innerHTML = ` <div> <a href="h...
langchainjs/environment_tests/test-exports-vite/src/main.ts/0
{ "file_path": "langchainjs/environment_tests/test-exports-vite/src/main.ts", "repo_id": "langchainjs", "token_count": 345 }
754
{ "details": { "best_of_sequences": null, "finish_reason": "stop_sequence", "generated_tokens": 6, "prefill": [ { "id": 14402, "logprob": null, "text": "Test" }, { "id": 2581, "logprob": -11.6171875, "text": " request" } ], ...
text-generation-inference/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi_all_params.json/0
{ "file_path": "text-generation-inference/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi_all_params.json", "repo_id": "text-generation-inference", "token_count": 690 }
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from __module_name__.vectorstores import __ModuleName__VectorStore def test_initialization() -> None: """Test integration vectorstore initialization.""" __ModuleName__VectorStore()
langchain/libs/cli/langchain_cli/integration_template/tests/unit_tests/test_vectorstores.py/0
{ "file_path": "langchain/libs/cli/langchain_cli/integration_template/tests/unit_tests/test_vectorstores.py", "repo_id": "langchain", "token_count": 51 }
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The milvus_benchmark is a non-functional testing tool or service which allows users to run tests on k8s cluster or at local, the primary use case is performance/load/stability testing, the objective is to expose problems in milvus project. ## Quick start ### Description - Test cases in `milvus_benchmark` can be orga...
milvus/tests/benchmark/README.md/0
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"""Managed index. A managed Index - where the index is accessible via some API that interfaces a managed service. """ import os import time from typing import Any, List, Optional, Sequence, Type from llama_index_client import PipelineType, ProjectCreate, StatusEnum from llama_index.core.base.base_query_engine impor...
llama_index/llama-index-integrations/indices/llama-index-indices-managed-llama-cloud/llama_index/indices/managed/llama_cloud/base.py/0
{ "file_path": "llama_index/llama-index-integrations/indices/llama-index-indices-managed-llama-cloud/llama_index/indices/managed/llama_cloud/base.py", "repo_id": "llama_index", "token_count": 3719 }
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python_sources()
llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-pgvecto-rs/llama_index/vector_stores/pgvecto_rs/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-pgvecto-rs/llama_index/vector_stores/pgvecto_rs/BUILD", "repo_id": "llama_index", "token_count": 6 }
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import logging from typing import Any, Dict, List, Optional from llama_index.core.callbacks.base_handler import BaseCallbackHandler from llama_index.core.callbacks.schema import CBEventType, EventPayload from aim import Run, Text # type: ignore[attr-defined] logger = logging.getLogger(__name__) logger.setLevel(logg...
llama_index/llama-index-integrations/callbacks/llama-index-callbacks-aim/llama_index/callbacks/aim/base.py/0
{ "file_path": "llama_index/llama-index-integrations/callbacks/llama-index-callbacks-aim/llama_index/callbacks/aim/base.py", "repo_id": "llama_index", "token_count": 3285 }
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python_sources()
llama_index/llama-index-integrations/embeddings/llama-index-embeddings-anyscale/llama_index/embeddings/anyscale/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/embeddings/llama-index-embeddings-anyscale/llama_index/embeddings/anyscale/BUILD", "repo_id": "llama_index", "token_count": 6 }
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// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you under the Apache License, Version 2.0 (the // "License"); you may not use th...
milvus/tests/integration/hellomilvus/hello_milvus_test.go/0
{ "file_path": "milvus/tests/integration/hellomilvus/hello_milvus_test.go", "repo_id": "milvus", "token_count": 2032 }
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from llama_index.core.readers.base import BaseReader from llama_index.readers.elasticsearch import ElasticsearchReader def test_class(): names_of_base_classes = [b.__name__ for b in ElasticsearchReader.__mro__] assert BaseReader.__name__ in names_of_base_classes
llama_index/llama-index-integrations/readers/llama-index-readers-elasticsearch/tests/test_readers_elasticsearch.py/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-elasticsearch/tests/test_readers_elasticsearch.py", "repo_id": "llama_index", "token_count": 89 }
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from __future__ import annotations import asyncio import inspect from asyncio import InvalidStateError, Task from enum import Enum from typing import TYPE_CHECKING, Awaitable, Optional, Union if TYPE_CHECKING: from astrapy.db import ( AstraDB, AsyncAstraDB, ) class SetupMode(Enum): SYNC ...
langchain/libs/community/langchain_community/utilities/astradb.py/0
{ "file_path": "langchain/libs/community/langchain_community/utilities/astradb.py", "repo_id": "langchain", "token_count": 3109 }
325
<jupyter_start><jupyter_text>NVIDIA AI Foundation Endpoints > [NVIDIA AI Foundation Endpoints](https://www.nvidia.com/en-us/ai-data-science/foundation-models/) give users easy access to NVIDIA hosted API endpoints for NVIDIA AI Foundation Models like Mixtral 8x7B, Llama 2, Stable Diffusion, etc. These models, hosted on...
langchain/docs/docs/integrations/text_embedding/nvidia_ai_endpoints.ipynb/0
{ "file_path": "langchain/docs/docs/integrations/text_embedding/nvidia_ai_endpoints.ipynb", "repo_id": "langchain", "token_count": 3936 }
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__version__ = "0.3.0.dev0" from .configs import DataArguments, DPOConfig, H4ArgumentParser, ModelArguments, SFTConfig from .data import apply_chat_template, get_datasets from .model_utils import ( get_checkpoint, get_kbit_device_map, get_peft_config, get_quantization_config, get_tokenizer, is_a...
alignment-handbook/src/alignment/__init__.py/0
{ "file_path": "alignment-handbook/src/alignment/__init__.py", "repo_id": "alignment-handbook", "token_count": 133 }
25
# coding=utf-8 # Copyright 2018 Google AI, Google Brain and the HuggingFace Inc. team. # # 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 # # U...
transformers/src/transformers/models/rembert/tokenization_rembert_fast.py/0
{ "file_path": "transformers/src/transformers/models/rembert/tokenization_rembert_fast.py", "repo_id": "transformers", "token_count": 4311 }
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"""Module implements an agent that uses OpenAI's APIs function enabled API.""" from typing import Any, List, Optional, Sequence, Tuple, Type, Union from langchain_core._api import deprecated from langchain_core.agents import AgentAction, AgentFinish from langchain_core.callbacks import BaseCallbackManager, Callbacks f...
langchain/libs/langchain/langchain/agents/openai_functions_agent/base.py/0
{ "file_path": "langchain/libs/langchain/langchain/agents/openai_functions_agent/base.py", "repo_id": "langchain", "token_count": 4940 }
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# Copyright 2024 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...
diffusers/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_controlnet.py/0
{ "file_path": "diffusers/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_controlnet.py", "repo_id": "diffusers", "token_count": 6129 }
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// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you under the Apache License, Version 2.0 (the // "License"); you may not use th...
milvus/internal/rootcoord/drop_partition_task_test.go/0
{ "file_path": "milvus/internal/rootcoord/drop_partition_task_test.go", "repo_id": "milvus", "token_count": 2714 }
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--- hide_table_of_contents: true --- # SearchApi Loader This guide shows how to use SearchApi with LangChain to load web search results. ## Overview [SearchApi](https://www.searchapi.io/) is a real-time API that grants developers access to results from a variety of search engines, including engines like [Google Sea...
langchainjs/docs/core_docs/docs/integrations/document_loaders/web_loaders/searchapi.mdx/0
{ "file_path": "langchainjs/docs/core_docs/docs/integrations/document_loaders/web_loaders/searchapi.mdx", "repo_id": "langchainjs", "token_count": 499 }
729
from llama_index.llms.dashscope.base import DashScope, DashScopeGenerationModels __all__ = ["DashScope", "DashScopeGenerationModels"]
llama_index/llama-index-integrations/llms/llama-index-llms-dashscope/llama_index/llms/dashscope/__init__.py/0
{ "file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-dashscope/llama_index/llms/dashscope/__init__.py", "repo_id": "llama_index", "token_count": 42 }
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python_sources()
llama_index/llama-index-integrations/readers/llama-index-readers-dashvector/llama_index/readers/dashvector/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-dashvector/llama_index/readers/dashvector/BUILD", "repo_id": "llama_index", "token_count": 6 }
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/** * Type alias for a record where the keys are strings and the values can * be any type. This is used to represent the input values for a Chain. */ // eslint-disable-next-line @typescript-eslint/no-explicit-any export type InputValues = Record<string, any>; /** * Type alias for a record where the keys are string...
langchainjs/langchain-core/src/memory.ts/0
{ "file_path": "langchainjs/langchain-core/src/memory.ts", "repo_id": "langchainjs", "token_count": 1198 }
875
# Copyright 2020 HuggingFace Inc. # # 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 applicable law or agreed to in writ...
datasets/tests/test_metric_common.py/0
{ "file_path": "datasets/tests/test_metric_common.py", "repo_id": "datasets", "token_count": 3144 }
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use candle::{DType, IndexOp, Result, Tensor, D}; use candle_nn::VarBuilder; #[derive(Debug)] struct PositionEmbeddingRandom { positional_encoding_gaussian_matrix: Tensor, } impl PositionEmbeddingRandom { fn new(num_pos_feats: usize, vb: VarBuilder) -> Result<Self> { let positional_encoding_gaussian_ma...
candle/candle-transformers/src/models/segment_anything/prompt_encoder.rs/0
{ "file_path": "candle/candle-transformers/src/models/segment_anything/prompt_encoder.rs", "repo_id": "candle", "token_count": 4719 }
70
# Copyright 2021 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...
accelerate/tests/test_grad_sync.py/0
{ "file_path": "accelerate/tests/test_grad_sync.py", "repo_id": "accelerate", "token_count": 632 }
20
from llama_index.core.question_gen.types import BaseQuestionGenerator from llama_index.question_gen.openai import OpenAIQuestionGenerator def test_class(): names_of_base_classes = [b.__name__ for b in OpenAIQuestionGenerator.__mro__] assert BaseQuestionGenerator.__name__ in names_of_base_classes
llama_index/llama-index-integrations/question_gen/llama-index-question-gen-openai/tests/test_question_gen_openai_generator.py/0
{ "file_path": "llama_index/llama-index-integrations/question_gen/llama-index-question-gen-openai/tests/test_question_gen_openai_generator.py", "repo_id": "llama_index", "token_count": 98 }
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import { test } from "@jest/globals"; import { OpenAI } from "@langchain/openai"; import { Document } from "@langchain/core/documents"; import { loadSummarizationChain } from "../load.js"; test("Test loadSummzationChain stuff", async () => { const model = new OpenAI({ modelName: "gpt-3.5-turbo-instruct" }); const ...
langchainjs/langchain/src/chains/summarization/tests/load.int.test.ts/0
{ "file_path": "langchainjs/langchain/src/chains/summarization/tests/load.int.test.ts", "repo_id": "langchainjs", "token_count": 526 }
885
import { OllamaFunctions } from "langchain/experimental/chat_models/ollama_functions"; import { HumanMessage } from "@langchain/core/messages"; // Custom system prompt to format tools. You must encourage the model // to wrap output in a JSON object with "tool" and "tool_input" properties. const toolSystemPromptTemplat...
langchainjs/examples/src/models/chat/ollama_functions/custom_prompt.ts/0
{ "file_path": "langchainjs/examples/src/models/chat/ollama_functions/custom_prompt.ts", "repo_id": "langchainjs", "token_count": 597 }
804
def test_import() -> None: from langchain.chains import NeptuneOpenCypherQAChain # noqa: F401
langchain/libs/langchain/tests/unit_tests/chains/test_neptune_cypher_qa.py/0
{ "file_path": "langchain/libs/langchain/tests/unit_tests/chains/test_neptune_cypher_qa.py", "repo_id": "langchain", "token_count": 34 }
597
poetry_requirements( name="poetry", )
llama_index/llama-index-integrations/embeddings/llama-index-embeddings-sagemaker-endpoint/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/embeddings/llama-index-embeddings-sagemaker-endpoint/BUILD", "repo_id": "llama_index", "token_count": 18 }
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// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you under the Apache License, Version 2.0 (the // "License"); you may not use th...
milvus/internal/core/src/query/ExprImpl.h/0
{ "file_path": "milvus/internal/core/src/query/ExprImpl.h", "repo_id": "milvus", "token_count": 1610 }
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# Copyright (C) 2019-2022 Zilliz. 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 applicable law or ag...
milvus/build/docker/builder/cpu/ubuntu20.04/Dockerfile/0
{ "file_path": "milvus/build/docker/builder/cpu/ubuntu20.04/Dockerfile", "repo_id": "milvus", "token_count": 999 }
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// Copyright (C) 2019-2020 Zilliz. 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 applicable l...
milvus/internal/core/unittest/test_float16.cpp/0
{ "file_path": "milvus/internal/core/unittest/test_float16.cpp", "repo_id": "milvus", "token_count": 11859 }
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from typing import Iterator, List, Optional from uuid import uuid4 import pytest from langchain_community.chat_models import ChatOpenAI from langchain_community.llms.openai import OpenAI from langchain_core.messages import BaseMessage, HumanMessage from langchain_core.prompts.chat import ChatPromptTemplate from langsm...
langchain/libs/langchain/tests/integration_tests/smith/evaluation/test_runner_utils.py/0
{ "file_path": "langchain/libs/langchain/tests/integration_tests/smith/evaluation/test_runner_utils.py", "repo_id": "langchain", "token_count": 7289 }
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<jupyter_start><jupyter_text>Google Docs ReaderDemonstrates our Google Docs data connector If you're opening this Notebook on colab, you will probably need to install LlamaIndex 🦙.<jupyter_code>%pip install llama-index-readers-google !pip install llama-index import logging import sys logging.basicConfig(stream=sys.st...
llama_index/docs/examples/data_connectors/GoogleDocsDemo.ipynb/0
{ "file_path": "llama_index/docs/examples/data_connectors/GoogleDocsDemo.ipynb", "repo_id": "llama_index", "token_count": 299 }
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// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you under the Apache License, Version 2.0 (the // "License"); you may not use th...
milvus/pkg/util/typeutil/type.go/0
{ "file_path": "milvus/pkg/util/typeutil/type.go", "repo_id": "milvus", "token_count": 644 }
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[build-system] build-backend = "poetry.core.masonry.api" requires = ["poetry-core"] [tool.codespell] check-filenames = true check-hidden = true skip = "*.csv,*.html,*.json,*.jsonl,*.pdf,*.txt,*.ipynb" [tool.llamahub] classes = ["VoyageEmbedding"] contains_example = false import_path = "llama_index.embeddings.voyageai...
llama_index/llama-index-integrations/embeddings/llama-index-embeddings-voyageai/pyproject.toml/0
{ "file_path": "llama_index/llama-index-integrations/embeddings/llama-index-embeddings-voyageai/pyproject.toml", "repo_id": "llama_index", "token_count": 654 }
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import { useMemo } from "react"; import { DropzoneState } from "react-dropzone"; import { XCircleIcon } from "@heroicons/react/24/outline"; const baseStyle = { flex: 1, display: "flex", flexDirection: "column", alignItems: "center", padding: "20px", borderWidth: 2, borderRadius: 2, borderColor: "#eeeee...
opengpts/frontend/src/components/FileUpload.tsx/0
{ "file_path": "opengpts/frontend/src/components/FileUpload.tsx", "repo_id": "opengpts", "token_count": 1326 }
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# Copyright 2024-present the HuggingFace Inc. team. # # 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 applicable law or...
peft/src/peft/utils/merge_utils.py/0
{ "file_path": "peft/src/peft/utils/merge_utils.py", "repo_id": "peft", "token_count": 3819 }
337
from typing import Any, Optional, Sequence from llama_index.legacy.evaluation.base import BaseEvaluator, EvaluationResult from llama_index.legacy.prompts.mixin import PromptDictType, PromptMixinType class AugmentationPrecisionEvaluator(BaseEvaluator): """Tonic Validate's augmentation precision metric. The o...
llama_index/llama-index-legacy/llama_index/legacy/evaluation/tonic_validate/augmentation_precision.py/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/evaluation/tonic_validate/augmentation_precision.py", "repo_id": "llama_index", "token_count": 957 }
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poetry_requirements( name="poetry", )
llama_index/llama-index-legacy/BUILD/0
{ "file_path": "llama_index/llama-index-legacy/BUILD", "repo_id": "llama_index", "token_count": 18 }
1,684
package iterator import ( "testing" "github.com/stretchr/testify/suite" "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" "github.com/milvus-io/milvus/internal/proto/etcdpb" "github.com/milvus-io/milvus/internal/storage" ) func TestInsertBinlogIteratorSuite(t *testing.T) { suite.Run(t, new(InsertBinlogIt...
milvus/internal/datanode/iterators/binlog_iterator_test.go/0
{ "file_path": "milvus/internal/datanode/iterators/binlog_iterator_test.go", "repo_id": "milvus", "token_count": 4549 }
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import base64 import mimetypes def encode_image(image_path: str) -> str: """Get base64 string from image URI.""" with open(image_path, "rb") as image_file: return base64.b64encode(image_file.read()).decode("utf-8") def image_to_data_url(image_path: str) -> str: encoding = encode_image(image_path...
langchain/libs/core/langchain_core/utils/image.py/0
{ "file_path": "langchain/libs/core/langchain_core/utils/image.py", "repo_id": "langchain", "token_count": 168 }
433
package indexparamcheck import ( "strconv" "testing" "github.com/stretchr/testify/assert" "github.com/milvus-io/milvus/pkg/util/metric" ) func Test_flatChecker_CheckTrain(t *testing.T) { p1 := map[string]string{ DIM: strconv.Itoa(128), Metric: metric.L2, } p2 := map[string]string{ DIM: strconv.It...
milvus/pkg/util/indexparamcheck/flat_checker_test.go/0
{ "file_path": "milvus/pkg/util/indexparamcheck/flat_checker_test.go", "repo_id": "milvus", "token_count": 855 }
1,905
python_tests()
llama_index/llama-index-integrations/embeddings/llama-index-embeddings-mistralai/tests/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/embeddings/llama-index-embeddings-mistralai/tests/BUILD", "repo_id": "llama_index", "token_count": 5 }
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from __future__ import annotations import json from typing import Any, List, Literal, Sequence, Union from langchain_core.load.serializable import Serializable from langchain_core.messages import ( AIMessage, BaseMessage, FunctionMessage, HumanMessage, ) class AgentAction(Serializable): """A ful...
langchain/libs/core/langchain_core/agents.py/0
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from enum import Enum class BaseError(Enum): pass class VectorInsertError(BaseError): pass class VectorSearchError(BaseError): pass class VectorGetError(BaseError): pass class VectorQueryError(BaseError): pass class VectorDeleteError(BaseError): pass class CollectionListError(BaseE...
milvus/tests/restful_client/base/error_code_message.py/0
{ "file_path": "milvus/tests/restful_client/base/error_code_message.py", "repo_id": "milvus", "token_count": 156 }
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<jupyter_start><jupyter_text>OpenInference Callback Handler + Arize Phoenix[OpenInference](https://github.com/Arize-ai/open-inference-spec) is an open standard for capturing and storing AI model inferences. It enables production LLMapp servers to seamlessly integrate with LLM observability solutions such as [Arize](htt...
llama_index/docs/examples/callbacks/OpenInferenceCallback.ipynb/0
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# LangChain google-common This package contains common resources to access Google AI/ML models and other Google services in an auth-independent way. AI/ML models are supported using the same interface no matter if you are using the Google AI Studio-based version of the model or the Google Cloud Vertex AI version of t...
langchainjs/libs/langchain-google-common/README.md/0
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# Brave Search >[Brave Search](https://en.wikipedia.org/wiki/Brave_Search) is a search engine developed by Brave Software. > - `Brave Search` uses its own web index. As of May 2022, it covered over 10 billion pages and was used to serve 92% > of search results without relying on any third-parties, with the remainder...
langchain/docs/docs/integrations/providers/brave_search.mdx/0
{ "file_path": "langchain/docs/docs/integrations/providers/brave_search.mdx", "repo_id": "langchain", "token_count": 396 }
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"""Markdown parser. Contains parser for md files. """ import re from pathlib import Path from typing import Any, Dict, List, Optional, Tuple, cast from llama_index.legacy.readers.base import BaseReader from llama_index.legacy.schema import Document class MarkdownReader(BaseReader): """Markdown parser. Ex...
llama_index/llama-index-legacy/llama_index/legacy/readers/file/markdown_reader.py/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/readers/file/markdown_reader.py", "repo_id": "llama_index", "token_count": 1671 }
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import { HuggingFaceInference } from "@langchain/community/llms/hf"; export const run = async () => { const model = new HuggingFaceInference({ model: "gpt2", temperature: 0.7, maxTokens: 50, }); const res = await model.call( "Question: What would be a good company name a company that makes colorf...
langchainjs/examples/src/llms/hf.ts/0
{ "file_path": "langchainjs/examples/src/llms/hf.ts", "repo_id": "langchainjs", "token_count": 125 }
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build_performance: collections: - server: db_config.primary_path: /test/milvus/db_data_7/sift_10m_1024_128_l2_nsg_wal cache_config.cpu_cache_capacity: 32 engine_config.use_blas_threshold: 1100 engine_config.gpu_search_threshold: 1 gpu_resource_config.enable: true ...
milvus/tests/benchmark/milvus_benchmark/suites/debug_build.yaml/0
{ "file_path": "milvus/tests/benchmark/milvus_benchmark/suites/debug_build.yaml", "repo_id": "milvus", "token_count": 360 }
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python_tests()
llama_index/llama-index-integrations/storage/docstore/llama-index-storage-docstore-redis/tests/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/storage/docstore/llama-index-storage-docstore-redis/tests/BUILD", "repo_id": "llama_index", "token_count": 5 }
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<jupyter_start><jupyter_text>EDEN AI Eden AI is revolutionizing the AI landscape by uniting the best AI providers, empowering users to unlock limitless possibilities and tap into the true potential of artificial intelligence. With an all-in-one comprehensive and hassle-free platform, it allows users to deploy AI featur...
langchain/docs/docs/integrations/text_embedding/edenai.ipynb/0
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# Copyright 2024 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...
diffusers/src/diffusers/commands/env.py/0
{ "file_path": "diffusers/src/diffusers/commands/env.py", "repo_id": "diffusers", "token_count": 1069 }
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#!/usr/bin/env python """Example LangChain server passes through some of the inputs in the response.""" from typing import Any, Callable, Dict, List, Optional, TypedDict from fastapi import FastAPI from langchain.chat_models import ChatOpenAI from langchain.prompts import ChatPromptTemplate from langchain.schema.runn...
langserve/examples/passthrough_dict/server.py/0
{ "file_path": "langserve/examples/passthrough_dict/server.py", "repo_id": "langserve", "token_count": 815 }
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kind: Schedule apiVersion: chaos-mesh.org/v1alpha1 metadata: name: test-minio-pod-kill namespace: chaos-testing spec: schedule: '*/5 * * * * *' startingDeadlineSeconds: 60 concurrencyPolicy: Forbid historyLimit: 1 type: PodChaos podChaos: selector: namespaces: - chaos-testing lab...
milvus/tests/python_client/chaos/chaos_objects/pod_kill/chaos_minio_pod_kill.yaml/0
{ "file_path": "milvus/tests/python_client/chaos/chaos_objects/pod_kill/chaos_minio_pod_kill.yaml", "repo_id": "milvus", "token_count": 192 }
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# coding=utf-8 # Copyright 2021 ASAPP Inc. and the HuggingFace Inc. 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...
transformers/src/transformers/models/sew/modeling_sew.py/0
{ "file_path": "transformers/src/transformers/models/sew/modeling_sew.py", "repo_id": "transformers", "token_count": 22998 }
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from typing import Any, List, Sequence from langchain_core.documents import Document from langchain.retrievers import ParentDocumentRetriever from langchain.storage import InMemoryStore from langchain.text_splitter import CharacterTextSplitter from tests.unit_tests.indexes.test_indexing import InMemoryVectorStore c...
langchain/libs/langchain/tests/unit_tests/retrievers/test_parent_document.py/0
{ "file_path": "langchain/libs/langchain/tests/unit_tests/retrievers/test_parent_document.py", "repo_id": "langchain", "token_count": 503 }
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""" LocalAI is a free, open source, and self-hosted OpenAI alternative. Docs: https://localai.io/ Source: https://github.com/go-skynet/LocalAI """ import warnings from types import MappingProxyType from typing import Any, Callable, Dict, Optional, Sequence from llama_index.core.base.llms.types import ChatMessage, LL...
llama_index/llama-index-integrations/llms/llama-index-llms-localai/llama_index/llms/localai/base.py/0
{ "file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-localai/llama_index/llms/localai/base.py", "repo_id": "llama_index", "token_count": 1806 }
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from llama_index.core.llama_pack import BaseLlamaPack from llama_index.packs.dense_x_retrieval import DenseXRetrievalPack def test_class(): names_of_base_classes = [b.__name__ for b in DenseXRetrievalPack.__mro__] assert BaseLlamaPack.__name__ in names_of_base_classes
llama_index/llama-index-packs/llama-index-packs-dense-x-retrieval/tests/test_packs_dense_x_retrieval.py/0
{ "file_path": "llama_index/llama-index-packs/llama-index-packs-dense-x-retrieval/tests/test_packs_dense_x_retrieval.py", "repo_id": "llama_index", "token_count": 107 }
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<jupyter_start><jupyter_text>AssemblyAI Audio TranscriptsThe `AssemblyAIAudioTranscriptLoader` allows to transcribe audio files with the [AssemblyAI API](https://www.assemblyai.com) and loads the transcribed text into documents.To use it, you should have the `assemblyai` python package installed, and theenvironment var...
langchain/docs/docs/integrations/document_loaders/assemblyai.ipynb/0
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import type { BaseLanguageModelInterface } from "@langchain/core/language_models/base"; import type { ToolInterface } from "@langchain/core/tools"; import type { SerializedAgentT, AgentInput } from "./types.js"; import { LLMChain } from "../chains/llm_chain.js"; export const deserializeHelper = async < T extends str...
langchainjs/langchain/src/agents/helpers.ts/0
{ "file_path": "langchainjs/langchain/src/agents/helpers.ts", "repo_id": "langchainjs", "token_count": 407 }
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# Copyright 2022 The HuggingFace Datasets Authors and the current dataset script contributor. # # 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....
datasets/metrics/perplexity/perplexity.py/0
{ "file_path": "datasets/metrics/perplexity/perplexity.py", "repo_id": "datasets", "token_count": 3550 }
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pub mod bert; pub mod precompiled; pub mod prepend; pub mod replace; pub mod strip; pub mod unicode; pub mod utils; pub use crate::normalizers::bert::BertNormalizer; pub use crate::normalizers::precompiled::Precompiled; pub use crate::normalizers::prepend::Prepend; pub use crate::normalizers::replace::Replace; pub use...
tokenizers/tokenizers/src/normalizers/mod.rs/0
{ "file_path": "tokenizers/tokenizers/src/normalizers/mod.rs", "repo_id": "tokenizers", "token_count": 1090 }
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# Copyright 2020 The HuggingFace Datasets Authors and the TensorFlow Datasets Authors. # # 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 # # U...
datasets/src/datasets/naming.py/0
{ "file_path": "datasets/src/datasets/naming.py", "repo_id": "datasets", "token_count": 1178 }
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import { Document } from "@langchain/core/documents"; import { VectorStore, VectorStoreRetriever, VectorStoreRetrieverInput, } from "@langchain/core/vectorstores"; export type ScoreThresholdRetrieverInput<V extends VectorStore> = Omit< VectorStoreRetrieverInput<V>, "k" > & { maxK?: number; kIncrement?: n...
langchainjs/langchain/src/retrievers/score_threshold.ts/0
{ "file_path": "langchainjs/langchain/src/retrievers/score_threshold.ts", "repo_id": "langchainjs", "token_count": 562 }
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# coding=utf-8 # Copyright 2022 The HuggingFace Inc. team. # # 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 applicable...
transformers/src/transformers/models/blip/processing_blip.py/0
{ "file_path": "transformers/src/transformers/models/blip/processing_blip.py", "repo_id": "transformers", "token_count": 2615 }
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<jupyter_start><jupyter_text>Docs | GitHub | Community Arize-Phoenix LlamaPackThis LlamaPack instruments your LlamaIndex app for LLM tracing with [Phoenix](https://github.com/Arize-ai/phoenix), an open-source LLM observability library from [Arize AI](https://phoenix.arize.com/). Install ...
llama_index/llama-index-packs/llama-index-packs-arize-phoenix-query-engine/examples/arize_phoenix_llama_pack.ipynb/0
{ "file_path": "llama_index/llama-index-packs/llama-index-packs-arize-phoenix-query-engine/examples/arize_phoenix_llama_pack.ipynb", "repo_id": "llama_index", "token_count": 909 }
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# LlamaIndex Extractors Integration: Marvin
llama_index/llama-index-integrations/extractors/llama-index-extractors-marvin/README.md/0
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import http.client import json import ssl from typing import Any, List, Mapping, Optional from langchain_core.callbacks import CallbackManagerForLLMRun from langchain_core.language_models.llms import LLM class NIBittensorLLM(LLM): """NIBittensor LLMs NIBittensorLLM is created by Neural Internet (https://neu...
langchain/libs/community/langchain_community/llms/bittensor.py/0
{ "file_path": "langchain/libs/community/langchain_community/llms/bittensor.py", "repo_id": "langchain", "token_count": 3054 }
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import pytest import pytest_socket import requests def test_socket_disabled() -> None: """This test should fail.""" with pytest.raises(pytest_socket.SocketBlockedError): requests.get("https://www.example.com")
langchain/libs/langchain/tests/unit_tests/test_pytest_config.py/0
{ "file_path": "langchain/libs/langchain/tests/unit_tests/test_pytest_config.py", "repo_id": "langchain", "token_count": 77 }
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import { Chroma } from "@langchain/community/vectorstores/chroma"; import { OpenAIEmbeddings } from "@langchain/openai"; const vectorStore = await Chroma.fromExistingCollection( new OpenAIEmbeddings(), { collectionName: "godel-escher-bach" } ); const response = await vectorStore.similaritySearch("scared", 2); con...
langchainjs/examples/src/indexes/vector_stores/chroma/search.ts/0
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# BREEBS (Open Knowledge) [BREEBS](https://www.breebs.com/) is an open collaborative knowledge platform. Anybody can create a Breeb, a knowledge capsule based on PDFs stored on a Google Drive folder. A breeb can be used by any LLM/chatbot to improve its expertise, reduce hallucinations and give access to sources. Beh...
langchain/docs/docs/integrations/providers/breebs.md/0
{ "file_path": "langchain/docs/docs/integrations/providers/breebs.md", "repo_id": "langchain", "token_count": 367 }
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#!/bin/bash #SBATCH --ntasks-per-node=1 #SBATCH --exclusive #SBATCH --gres=gpu:8 #SBATCH --partition=hopper-prod # Adjust this for your cluster #SBATCH --output=/fsx/h4/logs/%x-%j.out # Adjust this for your cluster #SBATCH --err=/fsx/h4/logs/%x-%j.err # Adjust this for your cluster set -x -e source ~/.bashrc cond...
alignment-handbook/recipes/launch.slurm/0
{ "file_path": "alignment-handbook/recipes/launch.slurm", "repo_id": "alignment-handbook", "token_count": 1135 }
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from langchain_community.embeddings import OpenAIEmbeddings from langchain_community.vectorstores import Neo4jVector # Typical RAG retriever typical_rag = Neo4jVector.from_existing_index( OpenAIEmbeddings(), index_name="typical_rag" ) # Parent retriever parent_query = """ MATCH (node)<-[:HAS_CHILD]-(parent) WIT...
langchain/templates/neo4j-advanced-rag/neo4j_advanced_rag/retrievers.py/0
{ "file_path": "langchain/templates/neo4j-advanced-rag/neo4j_advanced_rag/retrievers.py", "repo_id": "langchain", "token_count": 456 }
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package milvus import ( "flag" "fmt" "io" "os" "path" "syscall" "github.com/milvus-io/milvus/pkg/util/hardware" "github.com/milvus-io/milvus/pkg/util/typeutil" ) const ( StopCmd = "stop" ) type stop struct { serverType string svrAlias string } func (c *stop) getHelp() string { return stopLine + "\n" ...
milvus/cmd/milvus/stop.go/0
{ "file_path": "milvus/cmd/milvus/stop.go", "repo_id": "milvus", "token_count": 704 }
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.. entities:: python :global: class class classmethod class method Tokenizer :class:`~tokenizers.Tokenizer` Tokenizer.train :meth:`~tokenizers.Tokenizer.train` Tokenizer.save :meth:`~tokenizers.Tokenizer.save` Tokenizer.from_file :meth:`~toke...
tokenizers/docs/source/entities.inc/0
{ "file_path": "tokenizers/docs/source/entities.inc", "repo_id": "tokenizers", "token_count": 2078 }
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export { LunaryHandler } from "lunary/langchain";
langchainjs/libs/langchain-community/src/callbacks/handlers/lunary.ts/0
{ "file_path": "langchainjs/libs/langchain-community/src/callbacks/handlers/lunary.ts", "repo_id": "langchainjs", "token_count": 16 }
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# coding=utf-8 # Copyright 2023 Apple Inc. and The HuggingFace Inc. 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...
transformers/src/transformers/models/mobilevitv2/modeling_mobilevitv2.py/0
{ "file_path": "transformers/src/transformers/models/mobilevitv2/modeling_mobilevitv2.py", "repo_id": "transformers", "token_count": 17368 }
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from langchain_community.retrievers.databerry import DataberryRetriever __all__ = ["DataberryRetriever"]
langchain/libs/langchain/langchain/retrievers/databerry.py/0
{ "file_path": "langchain/libs/langchain/langchain/retrievers/databerry.py", "repo_id": "langchain", "token_count": 35 }
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import json import os from pathlib import PurePath from typing import Any, Dict, Optional import boto3 from llama_index.core.storage.kvstore.types import DEFAULT_COLLECTION, BaseKVStore class S3DBKVStore(BaseKVStore): """S3 Key-Value store. Stores key-value pairs in a S3 bucket. Can optionally specify a path...
llama_index/llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-s3/llama_index/storage/kvstore/s3/base.py/0
{ "file_path": "llama_index/llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-s3/llama_index/storage/kvstore/s3/base.py", "repo_id": "llama_index", "token_count": 2176 }
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<jupyter_start><jupyter_text>Using PEFT with timm `peft` allows us to train any model with LoRA as long as the layer type is supported. Since `Conv2D` is one of the supported layer types, it makes sense to test it on image models.In this short notebook, we will demonstrate this with an image classification task using [...
peft/examples/image_classification/image_classification_timm_peft_lora.ipynb/0
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from langchain_community.document_loaders.bibtex import BibtexLoader __all__ = ["BibtexLoader"]
langchain/libs/langchain/langchain/document_loaders/bibtex.py/0
{ "file_path": "langchain/libs/langchain/langchain/document_loaders/bibtex.py", "repo_id": "langchain", "token_count": 31 }
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# coding=utf-8 # Copyright 2020 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 requir...
transformers/tests/models/xlm_roberta/test_modeling_xlm_roberta.py/0
{ "file_path": "transformers/tests/models/xlm_roberta/test_modeling_xlm_roberta.py", "repo_id": "transformers", "token_count": 1277 }
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from langchain_community.document_loaders.parsers.language.python import PythonSegmenter __all__ = ["PythonSegmenter"]
langchain/libs/langchain/langchain/document_loaders/parsers/language/python.py/0
{ "file_path": "langchain/libs/langchain/langchain/document_loaders/parsers/language/python.py", "repo_id": "langchain", "token_count": 36 }
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<jupyter_start><jupyter_text>RunhouseThe [Runhouse](https://github.com/run-house/runhouse) allows remote compute and data across environments and users. See the [Runhouse docs](https://runhouse-docs.readthedocs-hosted.com/en/latest/).This example goes over how to use LangChain and [Runhouse](https://github.com/run-hous...
langchain/docs/docs/integrations/llms/runhouse.ipynb/0
{ "file_path": "langchain/docs/docs/integrations/llms/runhouse.ipynb", "repo_id": "langchain", "token_count": 1392 }
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from typing import ( Any, Awaitable, Callable, Dict, List, Optional, Protocol, Sequence, cast, runtime_checkable, ) import httpx import tiktoken from openai import AsyncOpenAI, AzureOpenAI from openai import OpenAI as SyncOpenAI from openai.types.chat.chat_completion_chunk impor...
llama_index/llama-index-legacy/llama_index/legacy/llms/openai.py/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/llms/openai.py", "repo_id": "llama_index", "token_count": 11231 }
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{ "docstore/data": { "73b98f2c-4691-4bdd-8329-c3e61e87231e": { "__data__": { "id_": "73b98f2c-4691-4bdd-8329-c3e61e87231e", "embedding": null, "metadata": {}, "excluded_embed_metadata_keys": [], "excluded_llm_metadata_keys": [], "relationships": {}, "t...
llama_index/llama-index-core/storage/docstore.json/0
{ "file_path": "llama_index/llama-index-core/storage/docstore.json", "repo_id": "llama_index", "token_count": 1266 }
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# Copyright 2020 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...
transformers/src/transformers/models/graphormer/__init__.py/0
{ "file_path": "transformers/src/transformers/models/graphormer/__init__.py", "repo_id": "transformers", "token_count": 677 }
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poetry_requirements( name="poetry", ) python_requirements( name="reqs", )
llama_index/llama-index-integrations/readers/llama-index-readers-zep/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-zep/BUILD", "repo_id": "llama_index", "token_count": 36 }
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import { logVersion010MigrationWarning } from "../util/entrypoint_deprecation.js"; /* #__PURE__ */ logVersion010MigrationWarning({ oldEntrypointName: "chat_models/cloudflare_workersai", newEntrypointName: "", newPackageName: "@langchain/cloudflare", }); export * from "@langchain/community/chat_models/cloudflare_...
langchainjs/langchain/src/chat_models/cloudflare_workersai.ts/0
{ "file_path": "langchainjs/langchain/src/chat_models/cloudflare_workersai.ts", "repo_id": "langchainjs", "token_count": 105 }
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// Copyright (C) 2019-2020 Zilliz. 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 applicable l...
milvus/internal/core/src/segcore/segcore_init_c.h/0
{ "file_path": "milvus/internal/core/src/segcore/segcore_init_c.h", "repo_id": "milvus", "token_count": 445 }
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{ "details": { "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 20, "prefill": [ { "id": 589, "logprob": null, "text": "def" }, { "id": 3226, "logprob": -8.5859375, "text": " ge" }, { "id": 2...
text-generation-inference/integration-tests/models/__snapshots__/test_flash_starcoder_gptq/test_flash_starcoder_gptq_default_params.json/0
{ "file_path": "text-generation-inference/integration-tests/models/__snapshots__/test_flash_starcoder_gptq/test_flash_starcoder_gptq_default_params.json", "repo_id": "text-generation-inference", "token_count": 2310 }
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