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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/pkg/util/indexparamcheck/index_type.go/0
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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/querycoordv2/balance/balance.go/0
{ "file_path": "milvus/internal/querycoordv2/balance/balance.go", "repo_id": "milvus", "token_count": 1649 }
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from langchain_community.llms.predictionguard import PredictionGuard __all__ = ["PredictionGuard"]
langchain/libs/langchain/langchain/llms/predictionguard.py/0
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from typing import Any, Iterator from langchain_core.documents import Document from langchain_community.document_loaders.dataframe import BaseDataFrameLoader class PolarsDataFrameLoader(BaseDataFrameLoader): """Load `Polars` DataFrame.""" def __init__(self, data_frame: Any, *, page_content_column: str = "t...
langchain/libs/community/langchain_community/document_loaders/polars_dataframe.py/0
{ "file_path": "langchain/libs/community/langchain_community/document_loaders/polars_dataframe.py", "repo_id": "langchain", "token_count": 471 }
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from langchain_community.llms.together import Together __all__ = ["Together"]
langchain/libs/langchain/langchain/llms/together.py/0
{ "file_path": "langchain/libs/langchain/langchain/llms/together.py", "repo_id": "langchain", "token_count": 22 }
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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_dual_guided.py/0
{ "file_path": "diffusers/src/diffusers/pipelines/deprecated/versatile_diffusion/pipeline_versatile_diffusion_dual_guided.py", "repo_id": "diffusers", "token_count": 11560 }
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/* eslint-disable spaced-comment */ import { PromptTemplate } from "@langchain/core/prompts"; export const API_URL_RAW_PROMPT_TEMPLATE = `You are given the below API Documentation: {api_docs} Using this documentation, generate the full API url to call for answering the user question. You should build the API url in or...
langchainjs/langchain/src/chains/api/prompts.ts/0
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# scale object # IMAGE_REPOSITORY = "registry.milvus.io/milvus/milvus" # repository of milvus image IMAGE_REPOSITORY = "harbor.milvus.io/dockerhub/milvusdb/milvus" IMAGE_TAG = "master-20211227-b022615" # tag of milvus image # NAMESPACE = "chaos-testing" # namespace NAMESPACE = "qa" IF_NOT_PRESENT = "IfNotPresent" #...
milvus/tests/python_client/scale/constants.py/0
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python_sources()
llama_index/llama-index-packs/llama-index-packs-rag-fusion-query-pipeline/examples/BUILD/0
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""" Testing suite for the Tensorflow CvT model. """ from __future__ import annotations import inspect import unittest from math import floor import numpy as np from transformers import CvtConfig from transformers.testing_utils import require_tf, require_vision, slow from transformers.utils import cached_property, ...
transformers/tests/models/cvt/test_modeling_tf_cvt.py/0
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793
python_tests()
llama_index/llama-index-integrations/readers/llama-index-readers-maps/tests/BUILD/0
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1,519
poetry_requirements( name="poetry", )
llama_index/llama-index-integrations/llms/llama-index-llms-vllm/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-vllm/BUILD", "repo_id": "llama_index", "token_count": 18 }
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{ "openapi": "3.0.1", "info": { "title": "Slack AI Plugin", "description": "A plugin that allows users to interact with Slack using ChatGPT", "version": "v1" }, "servers": [ { "url": "https://slack.com/api" } ], "components": { "schemas": { "search...
langchain/libs/community/tests/unit_tests/examples/test_specs/slack/apispec.json/0
{ "file_path": "langchain/libs/community/tests/unit_tests/examples/test_specs/slack/apispec.json", "repo_id": "langchain", "token_count": 1691 }
398
poetry_requirements( name="poetry", )
llama_index/llama-index-integrations/llms/llama-index-llms-huggingface/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-huggingface/BUILD", "repo_id": "llama_index", "token_count": 18 }
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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/query/visitors/ShowPlanNodeVisitor.cpp/0
{ "file_path": "milvus/internal/core/src/query/visitors/ShowPlanNodeVisitor.cpp", "repo_id": "milvus", "token_count": 2245 }
1,762
<!--Copyright 2022 The HuggingFace Team. All rights reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed...
transformers/docs/source/en/model_doc/mctct.md/0
{ "file_path": "transformers/docs/source/en/model_doc/mctct.md", "repo_id": "transformers", "token_count": 928 }
459
<svg version="1.1" id="Layer_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" width="100%" viewBox="0 0 4083 3312" enable-background="new 0 0 4083 3312" xml:space="preserve"> <path fill="#4599F5" opacity="1.000000" stroke="none" d=" M2.000000,632.000000 C2.000000,43...
langchainjs/docs/core_docs/static/svg/langchain_stack.svg/0
{ "file_path": "langchainjs/docs/core_docs/static/svg/langchain_stack.svg", "repo_id": "langchainjs", "token_count": 528508 }
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<jupyter_start><jupyter_text>Tair>[Tair](https://www.alibabacloud.com/help/en/tair/latest/what-is-tair) is a cloud native in-memory database service developed by `Alibaba Cloud`. It provides rich data models and enterprise-grade capabilities to support your real-time online scenarios while maintaining full compatibilit...
langchain/docs/docs/integrations/vectorstores/tair.ipynb/0
{ "file_path": "langchain/docs/docs/integrations/vectorstores/tair.ipynb", "repo_id": "langchain", "token_count": 768 }
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from llama_index.agent.openai.base import OpenAIAgent from llama_index.agent.openai.openai_assistant_agent import OpenAIAssistantAgent from llama_index.agent.openai.step import OpenAIAgentWorker __all__ = ["OpenAIAgent", "OpenAIAgentWorker", "OpenAIAssistantAgent"]
llama_index/llama-index-integrations/agent/llama-index-agent-openai/llama_index/agent/openai/__init__.py/0
{ "file_path": "llama_index/llama-index-integrations/agent/llama-index-agent-openai/llama_index/agent/openai/__init__.py", "repo_id": "llama_index", "token_count": 92 }
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import logging from typing import Any, AsyncIterator, Dict, Iterator, List, Mapping, Optional, cast from langchain_core.callbacks import ( AsyncCallbackManagerForLLMRun, CallbackManagerForLLMRun, ) from langchain_core.language_models.chat_models import BaseChatModel from langchain_core.messages import ( AI...
langchain/libs/community/langchain_community/chat_models/baidu_qianfan_endpoint.py/0
{ "file_path": "langchain/libs/community/langchain_community/chat_models/baidu_qianfan_endpoint.py", "repo_id": "langchain", "token_count": 6457 }
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from typing import Sequence from langchain_core.language_models import BaseLanguageModel from langchain_core.prompts.chat import ChatPromptTemplate from langchain_core.runnables import Runnable, RunnablePassthrough from langchain_core.tools import BaseTool from langchain.agents.format_scratchpad import format_log_to_...
langchain/libs/langchain/langchain/agents/json_chat/base.py/0
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# flake8: noqa """Tools provide access to various resources and services. LangChain has a large ecosystem of integrations with various external resources like local and remote file systems, APIs and databases. These integrations allow developers to create versatile applications that combine the power of LLMs with the...
langchain/libs/langchain/langchain/agents/load_tools.py/0
{ "file_path": "langchain/libs/langchain/langchain/agents/load_tools.py", "repo_id": "langchain", "token_count": 9120 }
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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 applicable law or agreed...
diffusers/docs/source/en/using-diffusers/control_brightness.md/0
{ "file_path": "diffusers/docs/source/en/using-diffusers/control_brightness.md", "repo_id": "diffusers", "token_count": 874 }
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package notification import ( "context" "github.com/chroma/chroma-coordinator/internal/model" ) type NotificationStore interface { GetAllPendingNotifications(ctx context.Context) (map[string][]model.Notification, error) GetNotifications(ctx context.Context, collecitonID string) ([]model.Notification, error) Add...
chroma/go/coordinator/internal/notification/notification_store.go/0
{ "file_path": "chroma/go/coordinator/internal/notification/notification_store.go", "repo_id": "chroma", "token_count": 133 }
54
python_tests()
llama_index/llama-index-integrations/embeddings/llama-index-embeddings-huggingface/tests/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/embeddings/llama-index-embeddings-huggingface/tests/BUILD", "repo_id": "llama_index", "token_count": 5 }
1,245
python_sources()
llama_index/llama-index-integrations/llms/llama-index-llms-cohere/llama_index/llms/cohere/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-cohere/llama_index/llms/cohere/BUILD", "repo_id": "llama_index", "token_count": 6 }
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from collections import OrderedDict from typing import Any, Callable, Generic, Optional, TypeVar K = TypeVar("K") V = TypeVar("V") class LRUCache(Generic[K, V]): """A simple LRU cache implementation, based on the OrderedDict class, which allows for a callback to be invoked when an item is evicted from the c...
chroma/chromadb/utils/lru_cache.py/0
{ "file_path": "chroma/chromadb/utils/lru_cache.py", "repo_id": "chroma", "token_count": 446 }
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html, body { padding: 0; margin: 0; font-family: Greycliff C, -apple-system, BlinkMacSystemFont, Segoe UI, Roboto, Oxygen, Ubuntu, Cantarell, Fira Sans, Droid Sans, Helvetica Neue, sans-serif; line-height: 1.6; font-size: 18px; } * { box-sizing: border-box; } a { color: #000; text-decoration: unde...
auto-evaluator/nextjs/styles/global.css/0
{ "file_path": "auto-evaluator/nextjs/styles/global.css", "repo_id": "auto-evaluator", "token_count": 319 }
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version: '3.5' x-ccache: &ccache CCACHE_COMPILERCHECK: content CCACHE_COMPRESS: 1 CCACHE_COMPRESSLEVEL: 5 CCACHE_MAXSIZE: 2G CCACHE_DIR: /ccache services: builder: image: ${IMAGE_REPO}/milvus-env:${OS_NAME}-${DATE_VERSION} # Build devcontainer build: context: . dockerfile: build/do...
milvus/docker-compose.yml/0
{ "file_path": "milvus/docker-compose.yml", "repo_id": "milvus", "token_count": 2095 }
1,720
<!--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 applicable law or agreed...
transformers/docs/source/en/main_classes/callback.md/0
{ "file_path": "transformers/docs/source/en/main_classes/callback.md", "repo_id": "transformers", "token_count": 1520 }
498
# Building RAG from Scratch (Lower-Level) This doc is a hub for showing how you can build RAG and agent-based apps using only lower-level abstractions (e.g. LLMs, prompts, embedding models), and without using more "packaged" out of the box abstractions. Out of the box abstractions include: - High-level ingestion cod...
llama_index/docs/optimizing/building_rag_from_scratch.md/0
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1,128
python_tests()
llama_index/llama-index-integrations/readers/llama-index-readers-bitbucket/tests/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-bitbucket/tests/BUILD", "repo_id": "llama_index", "token_count": 5 }
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# Load tabular data A tabular dataset is a generic dataset used to describe any data stored in rows and columns, where the rows represent an example and the columns represent a feature (can be continuous or categorical). These datasets are commonly stored in CSV files, Pandas DataFrames, and in database tables. This g...
datasets/docs/source/tabular_load.mdx/0
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124
// Code generated by mockery v2.33.3. DO NOT EDIT. package mocks import ( context "context" dbmodel "github.com/chroma/chroma-coordinator/internal/metastore/db/dbmodel" mock "github.com/stretchr/testify/mock" ) // IMetaDomain is an autogenerated mock type for the IMetaDomain type type IMetaDomain struct { mock....
chroma/go/coordinator/internal/metastore/db/dbmodel/mocks/IMetaDomain.go/0
{ "file_path": "chroma/go/coordinator/internal/metastore/db/dbmodel/mocks/IMetaDomain.go", "repo_id": "chroma", "token_count": 1399 }
51
[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 = ["Vertex"] contains_example = false import_path = "llama_index.llms.vertex" [tool.mypy] di...
llama_index/llama-index-integrations/llms/llama-index-llms-vertex/pyproject.toml/0
{ "file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-vertex/pyproject.toml", "repo_id": "llama_index", "token_count": 647 }
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# DuckDB >[DuckDB](https://duckdb.org/) is an in-process SQL OLAP database management system. ## Installation and Setup First, you need to install `duckdb` python package. ```bash pip install duckdb ``` ## Document Loader See a [usage example](/docs/integrations/document_loaders/duckdb). ```python from langchain...
langchain/docs/docs/integrations/providers/duckdb.mdx/0
{ "file_path": "langchain/docs/docs/integrations/providers/duckdb.mdx", "repo_id": "langchain", "token_count": 119 }
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# LlamaPacks 📦 ## Llama-Pack Usage Llama-packs can be downloaded using the `llamaindex-cli` tool that comes with `llama-index`: ```bash llamaindex-cli download-llamapack ZephyrQueryEnginePack --download-dir ./zephyr_pack ``` Or with the `download_llama_pack` function directly: ```python from llama_index.core.llam...
llama_index/llama-index-packs/README.md/0
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from langchain_community.embeddings.self_hosted_hugging_face import ( SelfHostedHuggingFaceEmbeddings, SelfHostedHuggingFaceInstructEmbeddings, ) __all__ = [ "SelfHostedHuggingFaceEmbeddings", "SelfHostedHuggingFaceInstructEmbeddings", ]
langchain/libs/langchain/langchain/embeddings/self_hosted_hugging_face.py/0
{ "file_path": "langchain/libs/langchain/langchain/embeddings/self_hosted_hugging_face.py", "repo_id": "langchain", "token_count": 94 }
527
MONGODB_URL=mongodb://localhost:27017/
chat-ui/.env.ci/0
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90
label: 'SQL' position: 1
langchainjs/docs/core_docs/docs/use_cases/sql/_category_.yml/0
{ "file_path": "langchainjs/docs/core_docs/docs/use_cases/sql/_category_.yml", "repo_id": "langchainjs", "token_count": 9 }
756
import { logVersion010MigrationWarning } from "../util/entrypoint_deprecation.js"; /* #__PURE__ */ logVersion010MigrationWarning({ oldEntrypointName: "chat_models/base", newEntrypointName: "language_models/chat_models", newPackageName: "@langchain/core", }); export * from "@langchain/core/language_models/chat_mo...
langchainjs/langchain/src/chat_models/base.ts/0
{ "file_path": "langchainjs/langchain/src/chat_models/base.ts", "repo_id": "langchainjs", "token_count": 102 }
871
from transformers import ProcessorMixin class CustomProcessor(ProcessorMixin): feature_extractor_class = "AutoFeatureExtractor" tokenizer_class = "AutoTokenizer"
transformers/utils/test_module/custom_processing.py/0
{ "file_path": "transformers/utils/test_module/custom_processing.py", "repo_id": "transformers", "token_count": 51 }
802
<jupyter_start><jupyter_text>LM Format Enforcer Pydantic Program Generate structured data with [**lm-format-enforcer**](https://github.com/noamgat/lm-format-enforcer) via LlamaIndex. With lm-format-enforcer, you can guarantee the output structure is correct by *forcing* the LLM to output desired tokens. This is espec...
llama_index/docs/examples/output_parsing/lmformatenforcer_pydantic_program.ipynb/0
{ "file_path": "llama_index/docs/examples/output_parsing/lmformatenforcer_pydantic_program.ipynb", "repo_id": "llama_index", "token_count": 1622 }
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import type { BaseLanguageModelInterface } from "@langchain/core/language_models/base"; import { type DocumentInterface, Document } from "@langchain/core/documents"; import { PromptTemplate } from "@langchain/core/prompts"; import { BaseOutputParser } from "@langchain/core/output_parsers"; import { LLMChain } from "../...
langchainjs/langchain/src/retrievers/document_compressors/chain_extract.ts/0
{ "file_path": "langchainjs/langchain/src/retrievers/document_compressors/chain_extract.ts", "repo_id": "langchainjs", "token_count": 1244 }
902
from typing import Any, Dict, List, Optional, Sequence, Tuple, Union from langchain_core.messages.ai import AIMessage, AIMessageChunk from langchain_core.messages.base import ( BaseMessage, BaseMessageChunk, merge_content, message_to_dict, messages_to_dict, ) from langchain_core.messages.chat impor...
langchain/libs/core/langchain_core/messages/__init__.py/0
{ "file_path": "langchain/libs/core/langchain_core/messages/__init__.py", "repo_id": "langchain", "token_count": 3294 }
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<jupyter_start><jupyter_text>Introduction à 🤗 Diffusers Dans ce *notebook*, vous allez entraîner votre premier modèle de diffusion pour générer des images de mignons papillons 🦋. En cours de route, vous apprendrez les composants de base de la bibliothèque 🤗 *Diffusers*, qui fournira une bonne assise pour les applica...
diffusion-models-class/units/fr/unit1/introduction_to_diffusers.ipynb/0
{ "file_path": "diffusion-models-class/units/fr/unit1/introduction_to_diffusers.ipynb", "repo_id": "diffusion-models-class", "token_count": 11144 }
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# docstyle-ignore INSTALL_CONTENT = """ # Datasets installation ! pip install datasets transformers # To install from source instead of the last release, comment the command above and uncomment the following one. # ! pip install git+https://github.com/huggingface/datasets.git """ notebook_first_cells = [{"type": "code...
datasets/docs/source/_config.py/0
{ "file_path": "datasets/docs/source/_config.py", "repo_id": "datasets", "token_count": 118 }
114
from langchain_community.chat_loaders.base import BaseChatLoader __all__ = ["BaseChatLoader"]
langchain/libs/langchain/langchain/chat_loaders/base.py/0
{ "file_path": "langchain/libs/langchain/langchain/chat_loaders/base.py", "repo_id": "langchain", "token_count": 28 }
494
python_sources()
llama_index/llama-index-integrations/storage/docstore/llama-index-storage-docstore-dynamodb/llama_index/storage/docstore/dynamodb/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/storage/docstore/llama-index-storage-docstore-dynamodb/llama_index/storage/docstore/dynamodb/BUILD", "repo_id": "llama_index", "token_count": 6 }
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"""DeepLake reader.""" from typing import List, Optional, Union import numpy as np from llama_index.core.readers.base import BaseReader from llama_index.core.schema import Document distance_metric_map = { "l2": lambda a, b: np.linalg.norm(a - b, axis=1, ord=2), "l1": lambda a, b: np.linalg.norm(a - b, axis=1,...
llama_index/llama-index-integrations/readers/llama-index-readers-deeplake/llama_index/readers/deeplake/base.py/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-deeplake/llama_index/readers/deeplake/base.py", "repo_id": "llama_index", "token_count": 1532 }
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import { logVersion010MigrationWarning } from "../util/entrypoint_deprecation.js"; /* #__PURE__ */ logVersion010MigrationWarning({ oldEntrypointName: "tools/aiplugin", }); export * from "@langchain/community/tools/aiplugin";
langchainjs/langchain/src/tools/aiplugin.ts/0
{ "file_path": "langchainjs/langchain/src/tools/aiplugin.ts", "repo_id": "langchainjs", "token_count": 70 }
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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/util/importutil/numpy_adapter.go/0
{ "file_path": "milvus/internal/util/importutil/numpy_adapter.go", "repo_id": "milvus", "token_count": 8594 }
2,075
# 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/examples/legacy/seq2seq/seq2seq_trainer.py/0
{ "file_path": "transformers/examples/legacy/seq2seq/seq2seq_trainer.py", "repo_id": "transformers", "token_count": 4874 }
526
"""Logic for converting internal query language to a valid MongoDB Atlas query.""" from typing import Dict, Tuple, Union from langchain.chains.query_constructor.ir import ( Comparator, Comparison, Operation, Operator, StructuredQuery, Visitor, ) MULTIPLE_ARITY_COMPARATORS = [Comparator.IN, Com...
langchain/libs/langchain/langchain/retrievers/self_query/mongodb_atlas.py/0
{ "file_path": "langchain/libs/langchain/langchain/retrievers/self_query/mongodb_atlas.py", "repo_id": "langchain", "token_count": 975 }
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import { BaseServiceParams } from "assemblyai"; import { Optional } from "./type-utils.js"; export type * from "assemblyai"; export type AssemblyAIOptions = Optional<BaseServiceParams, "apiKey">;
langchainjs/langchain/src/types/assemblyai-types.ts/0
{ "file_path": "langchainjs/langchain/src/types/assemblyai-types.ts", "repo_id": "langchainjs", "token_count": 58 }
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# Changelog This documents the main changes to the `candle` crate. ## v0.3.1 - Unreleased ### Added ### Modified ## v0.3.0 - 2023-10-01 ### Added - Added the Mistral 7b v0.1 model [983](https://github.com/huggingface/candle/pull/983). - Quantized version of the Mistral model [1009](https://github.com/huggingf...
candle/CHANGELOG.md/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/schedulers/scheduling_utils.py/0
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"""Transform documents""" from typing import Any, Callable, List, Sequence import numpy as np from langchain_core.documents import BaseDocumentTransformer, Document from langchain_core.embeddings import Embeddings from langchain_core.pydantic_v1 import BaseModel, Field from langchain_community.utils.math import cosin...
langchain/libs/community/langchain_community/document_transformers/embeddings_redundant_filter.py/0
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from typing import Sequence from langchain_core.language_models import BaseLanguageModel from langchain_core.prompts.chat import ChatPromptTemplate from langchain_core.runnables import Runnable, RunnablePassthrough from langchain_core.tools import BaseTool from langchain_core.utils.function_calling import convert_to_o...
langchain/libs/langchain/langchain/agents/openai_tools/base.py/0
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<jupyter_start><jupyter_text>An Introduction to LlamaIndex Query Pipelines OverviewLlamaIndex provides a declarative query API that allows you to chain together different modules in order to orchestrate simple-to-advanced workflows over your data.This is centered around our `QueryPipeline` abstraction. Load in a variet...
llama_index/llama-index-integrations/callbacks/llama-index-callbacks-arize-phoenix/examples/query_pipeline.ipynb/0
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package typeutil import ( "fmt" "strconv" "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" "github.com/milvus-io/milvus/pkg/common" ) // GetDim get dimension of field. Maybe also helpful outside. func GetDim(field *schemapb.FieldSchema) (int64, error) { if !IsVectorType(field.GetDataType()) { return 0, ...
milvus/pkg/util/typeutil/get_dim.go/0
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from llama_index.core.base.base_retriever import BaseRetriever from llama_index.retrievers.you import YouRetriever def test_class(): names_of_base_classes = [b.__name__ for b in YouRetriever.__mro__] assert BaseRetriever.__name__ in names_of_base_classes
llama_index/llama-index-integrations/retrievers/llama-index-retrievers-you/tests/test_retrievers_you_retriever.py/0
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from llama_index.core.readers.base import BaseReader from llama_index.readers.pdb import PdbAbstractReader def test_class(): names_of_base_classes = [b.__name__ for b in PdbAbstractReader.__mro__] assert BaseReader.__name__ in names_of_base_classes
llama_index/llama-index-integrations/readers/llama-index-readers-pdb/tests/test_readers_pdb.py/0
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from langchain_community.retrievers.metal import MetalRetriever __all__ = ["MetalRetriever"]
langchain/libs/langchain/langchain/retrievers/metal.py/0
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from llama_index.storage.docstore.postgres.base import PostgresDocumentStore __all__ = ["PostgresDocumentStore"]
llama_index/llama-index-integrations/storage/docstore/llama-index-storage-docstore-postgres/llama_index/storage/docstore/postgres/__init__.py/0
{ "file_path": "llama_index/llama-index-integrations/storage/docstore/llama-index-storage-docstore-postgres/llama_index/storage/docstore/postgres/__init__.py", "repo_id": "llama_index", "token_count": 33 }
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# Copyright 2023 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/speecht5/__init__.py/0
{ "file_path": "transformers/src/transformers/models/speecht5/__init__.py", "repo_id": "transformers", "token_count": 1227 }
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from llama_index.core.readers.base import BaseReader from llama_index.readers.imdb_review import IMDBReviews def test_class(): names_of_base_classes = [b.__name__ for b in IMDBReviews.__mro__] assert BaseReader.__name__ in names_of_base_classes
llama_index/llama-index-integrations/readers/llama-index-readers-imdb-review/tests/test_readers_imdb_review.py/0
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"""txtai Vector store index. An index that is built on top of an existing vector store. """ import json import logging import os import pickle from pathlib import Path from typing import Any, List, Optional, cast import fsspec import numpy as np from fsspec.implementations.local import LocalFileSystem from llama_i...
llama_index/llama-index-legacy/llama_index/legacy/vector_stores/txtai.py/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/vector_stores/txtai.py", "repo_id": "llama_index", "token_count": 3164 }
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# This file is autogenerated by the command `make fix-copies`, do not edit. from ..utils import requires_backends LAYOUTLM_V2_PRETRAINED_MODEL_ARCHIVE_LIST = None class LayoutLMv2Model: def __init__(self, *args, **kwargs): requires_backends(self, ["detectron2"]) @classmethod def from_pretrained...
transformers/src/transformers/utils/dummy_detectron2_objects.py/0
{ "file_path": "transformers/src/transformers/utils/dummy_detectron2_objects.py", "repo_id": "transformers", "token_count": 156 }
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from langchain_community.document_loaders.rspace import RSpaceLoader __all__ = ["RSpaceLoader"]
langchain/libs/langchain/langchain/document_loaders/rspace.py/0
{ "file_path": "langchain/libs/langchain/langchain/document_loaders/rspace.py", "repo_id": "langchain", "token_count": 29 }
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from typing import List from langchain_community.agent_toolkits.base import BaseToolkit from langchain_community.tools import BaseTool from langchain_community.tools.polygon import PolygonLastQuote from langchain_community.utilities.polygon import PolygonAPIWrapper class PolygonToolkit(BaseToolkit): """Polygon T...
langchain/libs/community/langchain_community/agent_toolkits/polygon/toolkit.py/0
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# coding=utf-8 # Copyright 2021, 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-2.0 # # Unless ...
transformers/tests/models/musicgen/test_modeling_musicgen.py/0
{ "file_path": "transformers/tests/models/musicgen/test_modeling_musicgen.py", "repo_id": "transformers", "token_count": 28118 }
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import os from pathlib import Path from langchain_community.document_loaders import UnstructuredTSVLoader EXAMPLE_DIRECTORY = file_path = Path(__file__).parent.parent / "examples" def test_unstructured_tsv_loader() -> None: """Test unstructured loader.""" file_path = os.path.join(EXAMPLE_DIRECTORY, "stanley...
langchain/libs/community/tests/integration_tests/document_loaders/test_tsv.py/0
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# Copyright 2024 CVSSP, ByteDance and 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 ...
diffusers/src/diffusers/pipelines/audioldm2/pipeline_audioldm2.py/0
{ "file_path": "diffusers/src/diffusers/pipelines/audioldm2/pipeline_audioldm2.py", "repo_id": "diffusers", "token_count": 21702 }
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"""Test Together LLM""" from typing import cast from langchain_core.pydantic_v1 import SecretStr from pytest import CaptureFixture, MonkeyPatch from langchain_community.llms.together import Together def test_together_api_key_is_secret_string() -> None: """Test that the API key is stored as a SecretStr.""" ...
langchain/libs/community/tests/unit_tests/llms/test_together.py/0
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from typing import Dict, List, Tuple from langchain.agents import ( AgentExecutor, Tool, ) from langchain.agents.format_scratchpad import format_to_openai_functions from langchain.agents.output_parsers import OpenAIFunctionsAgentOutputParser from langchain.schema import Document from langchain_community.chat_m...
langchain/templates/openai-functions-tool-retrieval-agent/openai_functions_tool_retrieval_agent/agent.py/0
{ "file_path": "langchain/templates/openai-functions-tool-retrieval-agent/openai_functions_tool_retrieval_agent/agent.py", "repo_id": "langchain", "token_count": 1414 }
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# coding=utf-8 # Copyright 2021 The Eleuther AI and 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 requir...
transformers/src/transformers/models/gpt_neo/convert_gpt_neo_mesh_tf_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/gpt_neo/convert_gpt_neo_mesh_tf_to_pytorch.py", "repo_id": "transformers", "token_count": 957 }
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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/querycoordv2/utils/test.go/0
{ "file_path": "milvus/internal/querycoordv2/utils/test.go", "repo_id": "milvus", "token_count": 1276 }
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<jupyter_start><jupyter_text>Stripe>[Stripe](https://stripe.com/en-ca) is an Irish-American financial services and software as a service (SaaS) company. It offers payment-processing software and application programming interfaces for e-commerce websites and mobile applications.This notebook covers how to load data from...
langchain/docs/docs/integrations/document_loaders/stripe.ipynb/0
{ "file_path": "langchain/docs/docs/integrations/document_loaders/stripe.ipynb", "repo_id": "langchain", "token_count": 465 }
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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/querycoordv2/observers/collection_observer_test.go/0
{ "file_path": "milvus/internal/querycoordv2/observers/collection_observer_test.go", "repo_id": "milvus", "token_count": 5769 }
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import { test } from "@jest/globals"; import { DiscordGetMessagesTool, DiscordChannelSearchTool, DiscordSendMessagesTool, DiscordGetGuildsTool, DiscordGetTextChannelsTool, } from "../discord.js"; test.skip("DiscordGetMessagesTool", async () => { const tool = new DiscordGetMessagesTool(); try { const...
langchainjs/libs/langchain-community/src/tools/tests/discord.int.test.ts/0
{ "file_path": "langchainjs/libs/langchain-community/src/tools/tests/discord.int.test.ts", "repo_id": "langchainjs", "token_count": 652 }
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from llama_index.packs.neo4j_query_engine.base import Neo4jQueryEnginePack __all__ = ["Neo4jQueryEnginePack"]
llama_index/llama-index-packs/llama-index-packs-neo4j-query-engine/llama_index/packs/neo4j_query_engine/__init__.py/0
{ "file_path": "llama_index/llama-index-packs/llama-index-packs-neo4j-query-engine/llama_index/packs/neo4j_query_engine/__init__.py", "repo_id": "llama_index", "token_count": 41 }
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# Google Cloud Compute Deployment This is an example deployment to Google Cloud Compute using [terraform](https://www.terraform.io/) ## Requirements - [gcloud CLI](https://cloud.google.com/sdk/gcloud) - [Terraform CLI v1.3.4+](https://developer.hashicorp.com/terraform/tutorials/gcp-get-started/install-cli) - [Terraf...
chroma/examples/deployments/google-cloud-compute/README.md/0
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from enum import Enum from pymilvus import ExceptionsMessage class ErrorCode(Enum): ErrorOk = 0 Error = 1 ErrorMessage = {ErrorCode.ErrorOk: "", ErrorCode.Error: "is illegal"} class ErrorMap: def __init__(self, err_code, err_msg): self.err_code = err_code self.err_msg =...
milvus/tests/python_client/common/code_mapping.py/0
{ "file_path": "milvus/tests/python_client/common/code_mapping.py", "repo_id": "milvus", "token_count": 279 }
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"""Steam API toolkit"""
langchain/libs/langchain/langchain/tools/steam/__init__.py/0
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import { createStyles, Card, Avatar, Text, Group, Button, rem, Stack, } from "@mantine/core"; import Link from "next/link"; import githubIcon from "../public/github-mark.svg"; import twitterBlackIcon from "../public/twitter-black.svg"; import Image from "next/image"; const useStyles = createStyles((the...
auto-evaluator/nextjs/components/PersonCard.tsx/0
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2
import argparse import json import requests import timm import torch from huggingface_hub import hf_hub_download from PIL import Image from transformers import AutoImageProcessor, SwinConfig, SwinForImageClassification def get_swin_config(swin_name): config = SwinConfig() name_split = swin_name.split("_") ...
transformers/src/transformers/models/swin/convert_swin_timm_to_pytorch.py/0
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660
from openai_functions_tool_retrieval_agent.agent import agent_executor __all__ = ["agent_executor"]
langchain/templates/openai-functions-tool-retrieval-agent/openai_functions_tool_retrieval_agent/__init__.py/0
{ "file_path": "langchain/templates/openai-functions-tool-retrieval-agent/openai_functions_tool_retrieval_agent/__init__.py", "repo_id": "langchain", "token_count": 34 }
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<!--Copyright 2022 The HuggingFace Team. All rights reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed...
transformers/docs/source/en/model_doc/audio-spectrogram-transformer.md/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 applicable law or agreed...
diffusers/docs/source/ko/optimization/opt_overview.md/0
{ "file_path": "diffusers/docs/source/ko/optimization/opt_overview.md", "repo_id": "diffusers", "token_count": 942 }
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python_tests()
llama_index/llama-index-integrations/llms/llama-index-llms-bedrock/tests/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-bedrock/tests/BUILD", "repo_id": "llama_index", "token_count": 5 }
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from __future__ import annotations import asyncio import functools import logging from typing import ( Any, AsyncIterator, Callable, Dict, Iterator, List, Mapping, Optional, ) from langchain_core.callbacks import ( AsyncCallbackManagerForLLMRun, CallbackManagerForLLMRun, ) from...
langchain/libs/community/langchain_community/llms/tongyi.py/0
{ "file_path": "langchain/libs/community/langchain_community/llms/tongyi.py", "repo_id": "langchain", "token_count": 5280 }
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<jupyter_start><jupyter_text>SAP HANA Cloud Vector Engine>[SAP HANA Cloud Vector Engine](https://www.sap.com/events/teched/news-guide/ai.htmlarticle8) is a vector store fully integrated into the `SAP HANA Cloud` database. Setting upInstallation of the HANA database driver.<jupyter_code># Pip install necessary package ...
langchain/docs/docs/integrations/vectorstores/sap_hanavector.ipynb/0
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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/util/importutilv2/reader.go/0
{ "file_path": "milvus/internal/util/importutilv2/reader.go", "repo_id": "milvus", "token_count": 883 }
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"""ChatGPT Plugin vector store.""" import os from typing import Any, Dict, List, Optional import requests from requests.adapters import HTTPAdapter, Retry from llama_index.legacy.schema import ( BaseNode, MetadataMode, NodeRelationship, RelatedNodeInfo, TextNode, ) from llama_index.legacy.utils i...
llama_index/llama-index-legacy/llama_index/legacy/vector_stores/chatgpt_plugin.py/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/vector_stores/chatgpt_plugin.py", "repo_id": "llama_index", "token_count": 2693 }
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{ "fp16": { "enabled": "auto", "loss_scale": 0, "loss_scale_window": 1000, "initial_scale_power": 16, "hysteresis": 2, "min_loss_scale": 1 }, "bf16": { "enabled": "auto" }, "optimizer": { "type": "AdamW", "params": { ...
transformers/tests/deepspeed/ds_config_zero3.json/0
{ "file_path": "transformers/tests/deepspeed/ds_config_zero3.json", "repo_id": "transformers", "token_count": 820 }
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from __future__ import annotations import logging import warnings from typing import ( Any, Callable, Dict, List, Literal, Optional, Sequence, Set, Tuple, Union, ) from langchain_core.embeddings import Embeddings from langchain_core.pydantic_v1 import BaseModel, Extra, Field, r...
langchain/libs/community/langchain_community/embeddings/localai.py/0
{ "file_path": "langchain/libs/community/langchain_community/embeddings/localai.py", "repo_id": "langchain", "token_count": 5341 }
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--- sidebar_label: Evaluation --- import DocCardList from "@theme/DocCardList"; # Evaluation Building applications with language models involves many moving parts. One of the most critical components is ensuring that the outcomes produced by your models are reliable and useful across a broad array of inputs, and tha...
langchainjs/docs/core_docs/docs/guides/evaluation/index.mdx/0
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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/datanode/metacache/bloom_filter_set.go/0
{ "file_path": "milvus/internal/datanode/metacache/bloom_filter_set.go", "repo_id": "milvus", "token_count": 1110 }
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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/querynodev2/cluster/manager_test.go/0
{ "file_path": "milvus/internal/querynodev2/cluster/manager_test.go", "repo_id": "milvus", "token_count": 833 }
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