text
stringlengths
3
1.68M
id
stringlengths
13
169
metadata
dict
__index_level_0__
int64
0
2.21k
// 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/syncmgr/storage_serializer.go/0
{ "file_path": "milvus/internal/datanode/syncmgr/storage_serializer.go", "repo_id": "milvus", "token_count": 2595 }
1,979
locust_insert_performance: collections: - milvus: db_config.primary_path: /test/milvus/db_data_011/insert_sift_1m_128_l2_2 collection_name: local_1m_128_l2 ni_per: 50000 build_index: false index_type: ivf_sq8 index_param: nlist: 1024 task: load_s...
milvus/tests/benchmark/milvus_benchmark/suites/2_locust_insert.yaml/0
{ "file_path": "milvus/tests/benchmark/milvus_benchmark/suites/2_locust_insert.yaml", "repo_id": "milvus", "token_count": 335 }
1,972
# LlamaIndex Vector_Stores Integration: ClickHouse
llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-clickhouse/README.md/0
{ "file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-clickhouse/README.md", "repo_id": "llama_index", "token_count": 13 }
1,598
// 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/ExecExprVisitor.cpp/0
{ "file_path": "milvus/internal/core/src/query/visitors/ExecExprVisitor.cpp", "repo_id": "milvus", "token_count": 85871 }
1,664
[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 = ["GoogleIndex"] contains_example = false import_path = "llama_index.indices.managed.google"...
llama_index/llama-index-integrations/indices/llama-index-indices-managed-google/pyproject.toml/0
{ "file_path": "llama_index/llama-index-integrations/indices/llama-index-indices-managed-google/pyproject.toml", "repo_id": "llama_index", "token_count": 673 }
1,337
# Generalization in Reinforcement Learning Generalization plays a pivotal role in the realm of Reinforcement Learning. While **RL algorithms demonstrate good performance in controlled environments**, the real world presents a **unique challenge due to its non-stationary and open-ended nature**. As a result, the devel...
deep-rl-class/units/en/unitbonus3/generalisation.mdx/0
{ "file_path": "deep-rl-class/units/en/unitbonus3/generalisation.mdx", "repo_id": "deep-rl-class", "token_count": 250 }
161
# coding=utf-8 # Copyright 2021 NVIDIA Corporation. 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...
transformers/examples/research_projects/quantization-qdqbert/evaluate-hf-trt-qa.py/0
{ "file_path": "transformers/examples/research_projects/quantization-qdqbert/evaluate-hf-trt-qa.py", "repo_id": "transformers", "token_count": 6397 }
610
from langchain_community.tools.graphql.tool import BaseGraphQLTool __all__ = ["BaseGraphQLTool"]
langchain/libs/langchain/langchain/tools/graphql/tool.py/0
{ "file_path": "langchain/libs/langchain/langchain/tools/graphql/tool.py", "repo_id": "langchain", "token_count": 30 }
591
import { Redis, RedisOptions } from "ioredis"; import { BaseListChatMessageHistory } from "@langchain/core/chat_history"; import { BaseMessage, mapChatMessagesToStoredMessages, mapStoredMessagesToChatMessages, } from "@langchain/core/messages"; /** * Type for the input parameter of the RedisChatMessageHistory ...
langchainjs/libs/langchain-community/src/stores/message/ioredis.ts/0
{ "file_path": "langchainjs/libs/langchain-community/src/stores/message/ioredis.ts", "repo_id": "langchainjs", "token_count": 988 }
955
import React from "react"; export function ColumnContainer({children}) { return ( <div style={{ display: "flex", flexWrap: "wrap" }}> {children} </div> ) } export function Column({children}) { return ( <div style={{ flex: "1 0 300px", padding: "10px", overflowX: "clip",...
langchain/docs/src/theme/Columns.js/0
{ "file_path": "langchain/docs/src/theme/Columns.js", "repo_id": "langchain", "token_count": 172 }
206
from langchain_community.tools.bing_search.tool import BingSearchResults, BingSearchRun __all__ = ["BingSearchRun", "BingSearchResults"]
langchain/libs/langchain/langchain/tools/bing_search/tool.py/0
{ "file_path": "langchain/libs/langchain/langchain/tools/bing_search/tool.py", "repo_id": "langchain", "token_count": 40 }
583
# 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/utils/peft_utils.py/0
{ "file_path": "transformers/src/transformers/utils/peft_utils.py", "repo_id": "transformers", "token_count": 1972 }
709
from llama_index.readers.assemblyai.base import AssemblyAIAudioTranscriptReader __all__ = ["AssemblyAIAudioTranscriptReader"]
llama_index/llama-index-integrations/readers/llama-index-readers-assemblyai/llama_index/readers/assemblyai/__init__.py/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-assemblyai/llama_index/readers/assemblyai/__init__.py", "repo_id": "llama_index", "token_count": 39 }
1,292
import type { BaseLanguageModelInterface } from "@langchain/core/language_models/base"; import type { AgentAction, AgentFinish } from "@langchain/core/agents"; import { FormatInstructionsOptions, OutputParserException, } from "@langchain/core/output_parsers"; import { renderTemplate } from "@langchain/core/prompts"...
langchainjs/langchain/src/agents/chat_convo/outputParser.ts/0
{ "file_path": "langchainjs/langchain/src/agents/chat_convo/outputParser.ts", "repo_id": "langchainjs", "token_count": 1924 }
876
from typing import List, Tuple from langchain_core.agents import AgentAction def format_xml( intermediate_steps: List[Tuple[AgentAction, str]], ) -> str: """Format the intermediate steps as XML. Args: intermediate_steps: The intermediate steps. Returns: The intermediate steps as XML...
langchain/libs/langchain/langchain/agents/format_scratchpad/xml.py/0
{ "file_path": "langchain/libs/langchain/langchain/agents/format_scratchpad/xml.py", "repo_id": "langchain", "token_count": 226 }
467
python_sources()
llama_index/llama-index-integrations/readers/llama-index-readers-elasticsearch/llama_index/readers/elasticsearch/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-elasticsearch/llama_index/readers/elasticsearch/BUILD", "repo_id": "llama_index", "token_count": 6 }
1,362
--- title: Migrating to 0.1 hide_table_of_contents: true --- # Migration guide: 0.0 -> 0.1 If you're still using the pre `0.1` version of LangChain, but want to upgrade to the latest version, we've created a script that can handle almost every aspect of the migration for you. At a high level, the changes from `0.0` ...
langchainjs/docs/core_docs/docs/guides/migrating.mdx/0
{ "file_path": "langchainjs/docs/core_docs/docs/guides/migrating.mdx", "repo_id": "langchainjs", "token_count": 585 }
707
:::tip See [this section for general instructions on installing integration packages](/docs/get_started/installation#installing-integration-packages). :::
langchainjs/docs/core_docs/docs/mdx_components/integration_install_tooltip.mdx/0
{ "file_path": "langchainjs/docs/core_docs/docs/mdx_components/integration_install_tooltip.mdx", "repo_id": "langchainjs", "token_count": 38 }
732
import copy from dataclasses import dataclass, field from typing import ClassVar, Dict from ..features import Audio, Features, Value from .base import TaskTemplate @dataclass(frozen=True) class AutomaticSpeechRecognition(TaskTemplate): task: str = field(default="automatic-speech-recognition", metadata={"include_...
datasets/src/datasets/tasks/automatic_speech_recognition.py/0
{ "file_path": "datasets/src/datasets/tasks/automatic_speech_recognition.py", "repo_id": "datasets", "token_count": 459 }
138
from __future__ import annotations import ast import json import os from io import StringIO from sys import version_info from typing import IO, TYPE_CHECKING, Any, Callable, List, Optional, Type, Union from langchain_core.callbacks import ( AsyncCallbackManagerForToolRun, CallbackManager, CallbackManagerF...
langchain/libs/community/langchain_community/tools/e2b_data_analysis/tool.py/0
{ "file_path": "langchain/libs/community/langchain_community/tools/e2b_data_analysis/tool.py", "repo_id": "langchain", "token_count": 3396 }
299
"""Snowflake Query Engine Pack.""" import os from typing import Any, Dict, List from llama_index.core import ServiceContext, SQLDatabase from llama_index.core.indices.struct_store.sql_query import NLSQLTableQueryEngine from llama_index.core.llama_pack.base import BaseLlamaPack from sqlalchemy import create_engine c...
llama_index/llama-index-packs/llama-index-packs-snowflake-query-engine/llama_index/packs/snowflake_query_engine/base.py/0
{ "file_path": "llama_index/llama-index-packs/llama-index-packs-snowflake-query-engine/llama_index/packs/snowflake_query_engine/base.py", "repo_id": "llama_index", "token_count": 1151 }
1,595
--- sidebar_position: 3 --- # Caching LangChain provides an optional caching layer for chat models. This is useful for two reasons: It can save you money by reducing the number of API calls you make to the LLM provider, if you're often requesting the same completion multiple times. It can speed up your application b...
langchainjs/docs/core_docs/docs/modules/model_io/chat/caching.mdx/0
{ "file_path": "langchainjs/docs/core_docs/docs/modules/model_io/chat/caching.mdx", "repo_id": "langchainjs", "token_count": 1715 }
736
# Copyright 2024 The HuggingFace Team. All rights reserved. # `TemporalConvLayer` Copyright 2024 Alibaba DAMO-VILAB, The ModelScope Team 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. #...
diffusers/src/diffusers/models/resnet.py/0
{ "file_path": "diffusers/src/diffusers/models/resnet.py", "repo_id": "diffusers", "token_count": 15036 }
237
from typing import Any from llama_index.legacy.callbacks.base_handler import BaseCallbackHandler def honeyhive_callback_handler(**kwargs: Any) -> BaseCallbackHandler: try: from honeyhive.utils.llamaindex_tracer import HoneyHiveLlamaIndexTracer except ImportError: raise ImportError("Please ins...
llama_index/llama-index-legacy/llama_index/legacy/callbacks/honeyhive_callback.py/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/callbacks/honeyhive_callback.py", "repo_id": "llama_index", "token_count": 141 }
1,551
import os from datasets.utils._filelock import FileLock def test_long_path(tmpdir): filename = "a" * 1000 + ".lock" lock1 = FileLock(str(tmpdir / filename)) assert lock1.lock_file.endswith(".lock") assert not lock1.lock_file.endswith(filename) assert len(os.path.basename(lock1.lock_file)) <= 255
datasets/tests/test_filelock.py/0
{ "file_path": "datasets/tests/test_filelock.py", "repo_id": "datasets", "token_count": 120 }
151
<jupyter_start><jupyter_text>KDB.AI> [KDB.AI](https://kdb.ai/) is a powerful knowledge-based vector database and search engine that allows you to build scalable, reliable AI applications, using real-time data, by providing advanced search, recommendation and personalization.[This example](https://github.com/KxSystems/k...
langchain/docs/docs/integrations/vectorstores/kdbai.ipynb/0
{ "file_path": "langchain/docs/docs/integrations/vectorstores/kdbai.ipynb", "repo_id": "langchain", "token_count": 2021 }
181
from typing import Any, List, Optional from llama_index.legacy.bridge.pydantic import Field, PrivateAttr from llama_index.legacy.callbacks import CBEventType, EventPayload from llama_index.legacy.postprocessor.types import BaseNodePostprocessor from llama_index.legacy.schema import MetadataMode, NodeWithScore, QueryBu...
llama_index/llama-index-legacy/llama_index/legacy/postprocessor/sbert_rerank.py/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/postprocessor/sbert_rerank.py", "repo_id": "llama_index", "token_count": 1539 }
1,749
package planparserv2 import ( "testing" "github.com/antlr/antlr4/runtime/Go/antlr" "github.com/stretchr/testify/assert" antlrparser "github.com/milvus-io/milvus/internal/parser/planparserv2/generated" ) func genNaiveInputStream() *antlr.InputStream { return antlr.NewInputStream("a > 2") } func Test_getLexer(t...
milvus/internal/parser/planparserv2/pool_test.go/0
{ "file_path": "milvus/internal/parser/planparserv2/pool_test.go", "repo_id": "milvus", "token_count": 344 }
1,808
// 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/kv/rocksdb/rocksdb_kv.go/0
{ "file_path": "milvus/internal/kv/rocksdb/rocksdb_kv.go", "repo_id": "milvus", "token_count": 4945 }
1,858
# Copyright (c) 2023 Dominic Rampas MIT License # 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/licen...
diffusers/src/diffusers/pipelines/wuerstchen/modeling_wuerstchen_diffnext.py/0
{ "file_path": "diffusers/src/diffusers/pipelines/wuerstchen/modeling_wuerstchen_diffnext.py", "repo_id": "diffusers", "token_count": 5544 }
254
python_sources()
llama_index/benchmarks/struct_indices/spider/BUILD/0
{ "file_path": "llama_index/benchmarks/struct_indices/spider/BUILD", "repo_id": "llama_index", "token_count": 6 }
1,032
export default { plugins: { tailwindcss: {}, autoprefixer: {}, }, };
chat-ui/postcss.config.js/0
{ "file_path": "chat-ui/postcss.config.js", "repo_id": "chat-ui", "token_count": 34 }
92
# HTML >[The HyperText Markup Language or HTML](https://en.wikipedia.org/wiki/HTML) is the standard markup language for documents designed to be displayed in a web browser. This covers how to load `HTML` documents into a document format that we can use downstream. ```python from langchain_community.document_loaders ...
langchain/docs/docs/modules/data_connection/document_loaders/html.mdx/0
{ "file_path": "langchain/docs/docs/modules/data_connection/document_loaders/html.mdx", "repo_id": "langchain", "token_count": 439 }
190
<!--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/pipeline_overview.md/0
{ "file_path": "diffusers/docs/source/en/using-diffusers/pipeline_overview.md", "repo_id": "diffusers", "token_count": 327 }
200
"""Google PaLM embeddings file.""" from typing import Any, List, Optional from llama_index.legacy.bridge.pydantic import PrivateAttr from llama_index.legacy.callbacks.base import CallbackManager from llama_index.legacy.core.embeddings.base import ( DEFAULT_EMBED_BATCH_SIZE, BaseEmbedding, ) class GooglePaLM...
llama_index/llama-index-legacy/llama_index/legacy/embeddings/google_palm.py/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/embeddings/google_palm.py", "repo_id": "llama_index", "token_count": 1172 }
1,510
// 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/has_collection_task_test.go/0
{ "file_path": "milvus/internal/rootcoord/has_collection_task_test.go", "repo_id": "milvus", "token_count": 1133 }
1,853
// 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/job/job_load.go/0
{ "file_path": "milvus/internal/querycoordv2/job/job_load.go", "repo_id": "milvus", "token_count": 5175 }
1,840
# coding=utf-8 # Copyright 2023 Meta Platforms, 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...
transformers/src/transformers/models/convnextv2/configuration_convnextv2.py/0
{ "file_path": "transformers/src/transformers/models/convnextv2/configuration_convnextv2.py", "repo_id": "transformers", "token_count": 2096 }
583
# Deep Q-Learning [[deep-q-learning]] <img src="https://huggingface.co/datasets/huggingface-deep-rl-course/course-images/resolve/main/en/unit4/thumbnail.jpg" alt="Unit 3 thumbnail" width="100%"> In the last unit, we learned our first reinforcement learning algorithm: Q-Learning, **implemented it from scratch**, and...
deep-rl-class/units/en/unit3/introduction.mdx/0
{ "file_path": "deep-rl-class/units/en/unit3/introduction.mdx", "repo_id": "deep-rl-class", "token_count": 437 }
159
from langchain_community.chat_message_histories.dynamodb import ( DynamoDBChatMessageHistory, ) __all__ = ["DynamoDBChatMessageHistory"]
langchain/libs/langchain/langchain/memory/chat_message_histories/dynamodb.py/0
{ "file_path": "langchain/libs/langchain/langchain/memory/chat_message_histories/dynamodb.py", "repo_id": "langchain", "token_count": 47 }
521
# 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/tests/trainer/test_trainer_distributed.py/0
{ "file_path": "transformers/tests/trainer/test_trainer_distributed.py", "repo_id": "transformers", "token_count": 4366 }
760
from __future__ import annotations from importlib.metadata import version from packaging.version import parse def is_openai_v1() -> bool: """Return whether OpenAI API is v1 or more.""" _version = parse(version("openai")) return _version.major >= 1
langchain/libs/community/langchain_community/utils/openai.py/0
{ "file_path": "langchain/libs/community/langchain_community/utils/openai.py", "repo_id": "langchain", "token_count": 80 }
306
"""Pydantic models for parsing an OpenAPI spec.""" from __future__ import annotations import logging from enum import Enum from typing import ( TYPE_CHECKING, Any, Dict, List, Optional, Sequence, Tuple, Type, Union, ) from langchain_core.pydantic_v1 import BaseModel, Field from la...
langchain/libs/community/langchain_community/tools/openapi/utils/api_models.py/0
{ "file_path": "langchain/libs/community/langchain_community/tools/openapi/utils/api_models.py", "repo_id": "langchain", "token_count": 9583 }
291
from typing import Iterable, Optional from langchain_core.callbacks import CallbackManagerForToolRun from langchain_core.documents import Document from langchain_core.tools import BaseTool from requests.exceptions import HTTPError, ReadTimeout from urllib3.exceptions import ConnectionError from langchain_community.do...
langchain/libs/community/langchain_community/tools/yahoo_finance_news.py/0
{ "file_path": "langchain/libs/community/langchain_community/tools/yahoo_finance_news.py", "repo_id": "langchain", "token_count": 988 }
297
# Copyright 2020 The HuggingFace 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 # # Unless required by applicable law or ...
datasets/metrics/squad/squad.py/0
{ "file_path": "datasets/metrics/squad/squad.py", "repo_id": "datasets", "token_count": 1933 }
123
# coding=utf-8 # Copyright 2018 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 a...
transformers/examples/pytorch/test_pytorch_examples.py/0
{ "file_path": "transformers/examples/pytorch/test_pytorch_examples.py", "repo_id": "transformers", "token_count": 10739 }
578
# Tensor Parallelism Tensor parallelism is a technique used to fit a large model in multiple GPUs. For example, when multiplying the input tensors with the first weight tensor, the matrix multiplication is equivalent to splitting the weight tensor column-wise, multiplying each column with the input separately, and the...
text-generation-inference/docs/source/conceptual/tensor_parallelism.md/0
{ "file_path": "text-generation-inference/docs/source/conceptual/tensor_parallelism.md", "repo_id": "text-generation-inference", "token_count": 273 }
402
poetry_requirements( name="poetry", )
llama_index/llama-index-integrations/postprocessor/llama-index-postprocessor-flag-embedding-reranker/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/postprocessor/llama-index-postprocessor-flag-embedding-reranker/BUILD", "repo_id": "llama_index", "token_count": 18 }
1,350
from typing import Any, List, Optional, Sequence from llama_index.legacy.bridge.pydantic import BaseModel from llama_index.legacy.callbacks.base import CallbackManager from llama_index.legacy.callbacks.schema import CBEventType, EventPayload from llama_index.legacy.core.base_query_engine import BaseQueryEngine from ll...
llama_index/llama-index-legacy/llama_index/legacy/query_engine/retriever_query_engine.py/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/query_engine/retriever_query_engine.py", "repo_id": "llama_index", "token_count": 3329 }
1,513
apiVersion: apps/v1 kind: Deployment metadata: name: pulsar namespace: chroma spec: replicas: 1 selector: matchLabels: app: pulsar template: metadata: labels: app: pulsar spec: containers: - name: pulsar image: apachepulsar/pulsar command: [ "/...
chroma/k8s/dev/pulsar.yaml/0
{ "file_path": "chroma/k8s/dev/pulsar.yaml", "repo_id": "chroma", "token_count": 419 }
53
python_tests()
llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-neo4jvector/tests/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-neo4jvector/tests/BUILD", "repo_id": "llama_index", "token_count": 5 }
1,530
package coordinator import ( "context" "testing" "github.com/chroma/chroma-coordinator/internal/metastore/coordinator" "github.com/chroma/chroma-coordinator/internal/model" "github.com/chroma/chroma-coordinator/internal/types" "pgregory.net/rapid" ) func testMeta(t *rapid.T) { catalog := coordinator.NewMemory...
chroma/go/coordinator/internal/coordinator/meta_test.go/0
{ "file_path": "chroma/go/coordinator/internal/coordinator/meta_test.go", "repo_id": "chroma", "token_count": 1466 }
46
# 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 r...
transformers/src/transformers/models/roformer/modeling_flax_roformer.py/0
{ "file_path": "transformers/src/transformers/models/roformer/modeling_flax_roformer.py", "repo_id": "transformers", "token_count": 17227 }
689
"""Local file management toolkit.""" from langchain_community.agent_toolkits.file_management.toolkit import ( FileManagementToolkit, ) __all__ = ["FileManagementToolkit"]
langchain/libs/community/langchain_community/agent_toolkits/file_management/__init__.py/0
{ "file_path": "langchain/libs/community/langchain_community/agent_toolkits/file_management/__init__.py", "repo_id": "langchain", "token_count": 54 }
219
python_sources()
llama_index/llama-index-legacy/llama_index/legacy/llms/BUILD/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/llms/BUILD", "repo_id": "llama_index", "token_count": 6 }
1,613
import contextlib import importlib import inspect import json import os import re from inspect import isclass from typing import ( Any, AsyncIterator, Awaitable, Callable, Dict, Generator, Literal, Mapping, Optional, Sequence, Tuple, Type, Union, ) from fastapi impor...
langserve/langserve/api_handler.py/0
{ "file_path": "langserve/langserve/api_handler.py", "repo_id": "langserve", "token_count": 24856 }
1,127
// Auto-generated by `scripts/create-entrypoints.js`. Do not edit manually. export const optionalImportEntrypoints: string[] = [ "langchain/agents/load", "langchain/agents/toolkits/aws_sfn", "langchain/agents/toolkits/sql", "langchain/tools/aws_lambda", "langchain/tools/aws_sfn", "langchain/tools/calculato...
langchainjs/langchain/src/load/import_constants.ts/0
{ "file_path": "langchainjs/langchain/src/load/import_constants.ts", "repo_id": "langchainjs", "token_count": 2582 }
946
import argparse import inspect import os import numpy as np import torch import yaml from torch.nn import functional as F from transformers import CLIPConfig, CLIPImageProcessor, CLIPVisionModelWithProjection, T5EncoderModel, T5Tokenizer from diffusers import DDPMScheduler, IFPipeline, IFSuperResolutionPipeline, UNet...
diffusers/scripts/convert_if.py/0
{ "file_path": "diffusers/scripts/convert_if.py", "repo_id": "diffusers", "token_count": 23048 }
226
python_sources()
llama_index/llama-index-integrations/readers/llama-index-readers-file/llama_index/readers/file/tabular/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-file/llama_index/readers/file/tabular/BUILD", "repo_id": "llama_index", "token_count": 6 }
1,364
use std::convert::TryInto; use std::sync::Arc; use pyo3::exceptions; use pyo3::prelude::*; use pyo3::types::*; use crate::encoding::PyEncoding; use crate::error::ToPyResult; use serde::{Deserialize, Serialize}; use tk::processors::bert::BertProcessing; use tk::processors::byte_level::ByteLevel; use tk::processors::ro...
tokenizers/bindings/python/src/processors.rs/0
{ "file_path": "tokenizers/bindings/python/src/processors.rs", "repo_id": "tokenizers", "token_count": 7873 }
439
from typing import Dict, List, Type from llama_index.agent import OpenAIAgent, ReActAgent from llama_index.agent.types import BaseAgent from llama_index.llms import Anthropic, OpenAI from llama_index.llms.llama_utils import messages_to_prompt from llama_index.llms.llm import LLM from llama_index.llms.replicate import ...
llama_index/benchmarks/agent/agent_utils.py/0
{ "file_path": "llama_index/benchmarks/agent/agent_utils.py", "repo_id": "llama_index", "token_count": 958 }
1,051
from llama_index.vector_stores.google.base import ( GoogleVectorStore, set_google_config, ) __all__ = [ "set_google_config", "GoogleVectorStore", ]
llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-google/llama_index/vector_stores/google/__init__.py/0
{ "file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-google/llama_index/vector_stores/google/__init__.py", "repo_id": "llama_index", "token_count": 65 }
1,466
#!/usr/bin/env bash # 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...
milvus/scripts/install_deps.sh/0
{ "file_path": "milvus/scripts/install_deps.sh", "repo_id": "milvus", "token_count": 1518 }
1,920
# Azure Cosmos DB > [Azure Cosmos DB for MongoDB vCore](https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/vcore/) makes it easy to create a database with full native MongoDB support. You can apply your MongoDB experience and continue to use your favorite MongoDB drivers, SDKs, and tools by pointing your applic...
langchainjs/docs/core_docs/docs/integrations/vectorstores/azure_cosmosdb.mdx/0
{ "file_path": "langchainjs/docs/core_docs/docs/integrations/vectorstores/azure_cosmosdb.mdx", "repo_id": "langchainjs", "token_count": 650 }
727
# Porting a custom kernel
candle/candle-book/src/cuda/porting.md/0
{ "file_path": "candle/candle-book/src/cuda/porting.md", "repo_id": "candle", "token_count": 7 }
24
"""Tool for asking human input.""" from typing import Callable, Optional from langchain_core.callbacks import CallbackManagerForToolRun from langchain_core.pydantic_v1 import Field from langchain_core.tools import BaseTool def _print_func(text: str) -> None: print("\n") # noqa: T201 print(text) # noqa: T2...
langchain/libs/community/langchain_community/tools/human/tool.py/0
{ "file_path": "langchain/libs/community/langchain_community/tools/human/tool.py", "repo_id": "langchain", "token_count": 378 }
294
# Visualize the Clipped Surrogate Objective Function Don't worry. **It's normal if this seems complex to handle right now**. But we're going to see what this Clipped Surrogate Objective Function looks like, and this will help you to visualize better what's going on. <figure class="image table text-center m-0 w-full">...
deep-rl-class/units/en/unit8/visualize.mdx/0
{ "file_path": "deep-rl-class/units/en/unit8/visualize.mdx", "repo_id": "deep-rl-class", "token_count": 1594 }
167
import { BufferMemory } from "langchain/memory"; import { ChatOpenAI } from "@langchain/openai"; import { ConversationChain } from "langchain/chains"; import { XataChatMessageHistory } from "@langchain/community/stores/message/xata"; import { BaseClient } from "@xata.io/client"; // Before running this example, see the...
langchainjs/examples/src/memory/xata-advanced.ts/0
{ "file_path": "langchainjs/examples/src/memory/xata-advanced.ts", "repo_id": "langchainjs", "token_count": 562 }
841
<jupyter_start><jupyter_text>Facebook MessengerThis notebook shows how to load data from Facebook in a format you can fine-tune on. The overall steps are:1. Download your messenger data to disk.2. Create the Chat Loader and call `loader.load()` (or `loader.lazy_load()`) to perform the conversion.3. Optionally use `merg...
langchain/docs/docs/integrations/chat_loaders/facebook.ipynb/0
{ "file_path": "langchain/docs/docs/integrations/chat_loaders/facebook.ipynb", "repo_id": "langchain", "token_count": 2443 }
98
# 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/pipelines/image_to_image.py/0
{ "file_path": "transformers/src/transformers/pipelines/image_to_image.py", "repo_id": "transformers", "token_count": 1882 }
726
poetry_requirements( name="poetry", ) python_requirements( name="reqs", )
llama_index/llama-index-integrations/readers/llama-index-readers-smart-pdf-loader/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-smart-pdf-loader/BUILD", "repo_id": "llama_index", "token_count": 36 }
1,381
# LlamaIndex Docstore Integration: Postgres
llama_index/llama-index-integrations/storage/docstore/llama-index-storage-docstore-postgres/README.md/0
{ "file_path": "llama_index/llama-index-integrations/storage/docstore/llama-index-storage-docstore-postgres/README.md", "repo_id": "llama_index", "token_count": 11 }
1,414
python_sources()
llama_index/llama-index-legacy/llama_index/legacy/finetuning/gradient/BUILD/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/finetuning/gradient/BUILD", "repo_id": "llama_index", "token_count": 6 }
1,557
import torch # vllm imports from vllm import cache_ops from vllm import attention_ops _PARTITION_SIZE = 512 def reshape_and_cache( key: torch.Tensor, value: torch.Tensor, key_cache: torch.Tensor, value_cache: torch.Tensor, slots: torch.Tensor, ): cache_ops.reshape_and_cache(key, value, key_c...
text-generation-inference/server/text_generation_server/utils/paged_attention.py/0
{ "file_path": "text-generation-inference/server/text_generation_server/utils/paged_attention.py", "repo_id": "text-generation-inference", "token_count": 1485 }
408
"""Test Aleph Alpha API wrapper.""" from langchain_community.llms.aleph_alpha import AlephAlpha def test_aleph_alpha_call() -> None: """Test valid call to cohere.""" llm = AlephAlpha(maximum_tokens=10) output = llm("Say foo:") assert isinstance(output, str)
langchain/libs/community/tests/integration_tests/llms/test_aleph_alpha.py/0
{ "file_path": "langchain/libs/community/tests/integration_tests/llms/test_aleph_alpha.py", "repo_id": "langchain", "token_count": 101 }
367
# LlamaIndex Docstore Integration: Dynamodb Docstore
llama_index/llama-index-integrations/storage/docstore/llama-index-storage-docstore-dynamodb/README.md/0
{ "file_path": "llama_index/llama-index-integrations/storage/docstore/llama-index-storage-docstore-dynamodb/README.md", "repo_id": "llama_index", "token_count": 14 }
1,487
python_sources()
llama_index/llama-index-integrations/llms/llama-index-llms-bedrock/llama_index/llms/bedrock/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-bedrock/llama_index/llms/bedrock/BUILD", "repo_id": "llama_index", "token_count": 6 }
1,216
import { OpenAIEmbeddings } from "@langchain/openai"; const embeddings = new OpenAIEmbeddings({ timeout: 1000, // 1s timeout }); /* Embed queries */ const res = await embeddings.embedQuery("Hello world"); console.log(res); /* Embed documents */ const documentRes = await embeddings.embedDocuments(["Hello world", "Bye...
langchainjs/examples/src/models/embeddings/openai_timeout.ts/0
{ "file_path": "langchainjs/examples/src/models/embeddings/openai_timeout.ts", "repo_id": "langchainjs", "token_count": 110 }
806
"""List-based data structures.""" from llama_index.core.indices.list.base import ( GPTListIndex, ListIndex, SummaryIndex, ) from llama_index.core.indices.list.retrievers import ( ListIndexEmbeddingRetriever, ListIndexLLMRetriever, ListIndexRetriever, SummaryIndexEmbeddingRetriever, Summ...
llama_index/llama-index-core/llama_index/core/indices/list/__init__.py/0
{ "file_path": "llama_index/llama-index-core/llama_index/core/indices/list/__init__.py", "repo_id": "llama_index", "token_count": 260 }
1,178
from langchain_core.runnables.retry import RunnableRetry, U __all__ = ["RunnableRetry", "U"]
langchain/libs/langchain/langchain/schema/runnable/retry.py/0
{ "file_path": "langchain/libs/langchain/langchain/schema/runnable/retry.py", "repo_id": "langchain", "token_count": 37 }
568
# coding=utf-8 # Copyright 2022 Facebook AI 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-...
transformers/src/transformers/models/vit_mae/modeling_tf_vit_mae.py/0
{ "file_path": "transformers/src/transformers/models/vit_mae/modeling_tf_vit_mae.py", "repo_id": "transformers", "token_count": 22784 }
670
// 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/dist/dist_handler.go/0
{ "file_path": "milvus/internal/querycoordv2/dist/dist_handler.go", "repo_id": "milvus", "token_count": 3395 }
1,753
from __future__ import annotations from typing import TYPE_CHECKING import pytest from langchain_core.documents import Document from langchain_community.document_loaders import PolarsDataFrameLoader if TYPE_CHECKING: import polars as pl @pytest.fixture def sample_data_frame() -> pl.DataFrame: import polar...
langchain/libs/community/tests/integration_tests/document_loaders/test_polars_dataframe.py/0
{ "file_path": "langchain/libs/community/tests/integration_tests/document_loaders/test_polars_dataframe.py", "repo_id": "langchain", "token_count": 615 }
330
import pytest from tokenizers import BertWordPieceTokenizer from ..utils import bert_files, data_dir class TestEncoding: @pytest.fixture(scope="class") def encodings(self, bert_files): tokenizer = BertWordPieceTokenizer.from_file(bert_files["vocab"]) single_encoding = tokenizer.encode("I lov...
tokenizers/bindings/python/tests/bindings/test_encoding.py/0
{ "file_path": "tokenizers/bindings/python/tests/bindings/test_encoding.py", "repo_id": "tokenizers", "token_count": 1991 }
463
// 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/index/SkipIndex.cpp/0
{ "file_path": "milvus/internal/core/src/index/SkipIndex.cpp", "repo_id": "milvus", "token_count": 2783 }
1,754
<!--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 applicable law or agreed...
transformers/docs/source/en/model_doc/hubert.md/0
{ "file_path": "transformers/docs/source/en/model_doc/hubert.md", "repo_id": "transformers", "token_count": 930 }
507
import os from typing import Optional, Union WATSONX_MODELS = { "google/flan-t5-xxl": 4096, "google/flan-ul2": 4096, "bigscience/mt0-xxl": 4096, "eleutherai/gpt-neox-20b": 8192, "bigcode/starcoder": 8192, "meta-llama/llama-2-70b-chat": 4096, "ibm/mpt-7b-instruct2": 2048, "ibm/granite-13...
llama_index/llama-index-legacy/llama_index/legacy/llms/watsonx_utils.py/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/llms/watsonx_utils.py", "repo_id": "llama_index", "token_count": 533 }
1,739
[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 = ["LangChainLLM"] contains_example = false import_path = "llama_index.llms.langchain" [tool...
llama_index/llama-index-integrations/llms/llama-index-llms-langchain/pyproject.toml/0
{ "file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-langchain/pyproject.toml", "repo_id": "llama_index", "token_count": 688 }
1,227
{ "$schema": "https://json.schemastore.org/prettierrc", "printWidth": 80, "tabWidth": 2, "useTabs": false, "semi": true, "singleQuote": false, "quoteProps": "as-needed", "jsxSingleQuote": false, "trailingComma": "es5", "bracketSpacing": true, "arrowParens": "always", "requirePragma": false, "i...
langchainjs/.prettierrc/0
{ "file_path": "langchainjs/.prettierrc", "repo_id": "langchainjs", "token_count": 191 }
761
<jupyter_start><jupyter_text>Human input LLMSimilar to the fake LLM, LangChain provides a pseudo LLM class that can be used for testing, debugging, or educational purposes. This allows you to mock out calls to the LLM and simulate how a human would respond if they received the prompts.In this notebook, we go over how t...
langchain/cookbook/human_input_llm.ipynb/0
{ "file_path": "langchain/cookbook/human_input_llm.ipynb", "repo_id": "langchain", "token_count": 606 }
72
import base64 import itertools import json import re from pathlib import Path from typing import Dict, List, Type import requests from langchain_core.pydantic_v1 import BaseModel, Field from langchain_community.tools import Tool def strip_markdown_code(md_string: str) -> str: """Strip markdown code from a strin...
langchain/libs/community/langchain_community/tools/bearly/tool.py/0
{ "file_path": "langchain/libs/community/langchain_community/tools/bearly/tool.py", "repo_id": "langchain", "token_count": 2386 }
279
from pathlib import Path from langchain.utilities import SQLDatabase from langchain_community.llms import Replicate from langchain_core.output_parsers import StrOutputParser from langchain_core.prompts import ChatPromptTemplate from langchain_core.pydantic_v1 import BaseModel from langchain_core.runnables import Runna...
langchain/templates/sql-llama2/sql_llama2/chain.py/0
{ "file_path": "langchain/templates/sql-llama2/sql_llama2/chain.py", "repo_id": "langchain", "token_count": 875 }
679
use super::with_tracing::{linear_no_bias as linear, Linear}; use candle::{DType, Device, IndexOp, Result, Tensor, D}; use candle_nn::{embedding, Embedding, Module, VarBuilder}; use std::collections::HashMap; use std::sync::{Arc, Mutex}; pub const MAX_SEQ_LEN: usize = 4096; #[derive(Debug, Clone, serde::Deserialize)] ...
candle/candle-transformers/src/models/llama.rs/0
{ "file_path": "candle/candle-transformers/src/models/llama.rs", "repo_id": "candle", "token_count": 7761 }
78
<jupyter_start><jupyter_text>Building a Live RAG Pipeline over Google Drive FilesIn this guide we show you how to build a "live" RAG pipeline over Google Drive files.This pipeline will index Google Drive files and dump them to a Redis vector store. Afterwards, every time you rerun the ingestion pipeline, the pipeline w...
llama_index/docs/examples/ingestion/ingestion_gdrive.ipynb/0
{ "file_path": "llama_index/docs/examples/ingestion/ingestion_gdrive.ipynb", "repo_id": "llama_index", "token_count": 1753 }
1,141
.. _Ref-Embeddings: Embeddings ================= Users have a few options to choose from when it comes to embeddings. - :code:`OpenAIEmbedding`: the default embedding class. Defaults to "text-embedding-ada-002" - :code:`HuggingFaceEmbedding`: a generic wrapper around HuggingFace's transformers models. - :code:`Optim...
llama_index/docs/api_reference/service_context/embeddings.rst/0
{ "file_path": "llama_index/docs/api_reference/service_context/embeddings.rst", "repo_id": "llama_index", "token_count": 669 }
1,082
from typing import Dict, Tuple from langchain.chains.query_constructor.ir import ( Comparator, Comparison, Operation, Operator, StructuredQuery, ) from langchain.retrievers.self_query.weaviate import WeaviateTranslator DEFAULT_TRANSLATOR = WeaviateTranslator() def test_visit_comparison() -> None...
langchain/libs/langchain/tests/unit_tests/retrievers/self_query/test_weaviate.py/0
{ "file_path": "langchain/libs/langchain/tests/unit_tests/retrievers/self_query/test_weaviate.py", "repo_id": "langchain", "token_count": 2049 }
604
poetry_requirements( name="poetry", ) python_requirements( name="reqs", )
llama_index/llama-index-integrations/readers/llama-index-readers-nougat-ocr/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-nougat-ocr/BUILD", "repo_id": "llama_index", "token_count": 36 }
1,492
import os import sys from pathlib import Path import pytest from datasets import Dataset, IterableDataset from datasets.distributed import split_dataset_by_node from .utils import execute_subprocess_async, get_torch_dist_unique_port, require_torch def test_split_dataset_by_node_map_style(): full_ds = Dataset.f...
datasets/tests/test_distributed.py/0
{ "file_path": "datasets/tests/test_distributed.py", "repo_id": "datasets", "token_count": 1926 }
147
# LlamaIndex Llms Integration: Dashscope
llama_index/llama-index-integrations/llms/llama-index-llms-dashscope/README.md/0
{ "file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-dashscope/README.md", "repo_id": "llama_index", "token_count": 11 }
1,293
apiVersion: chaos-mesh.org/v1alpha1 kind: NetworkChaos metadata: name: test-querynode-network-partition namespace: chaos-testing spec: action: partition mode: all selector: namespaces: - chaos-testing labelSelectors: app.kubernetes.io/instance: chaos-testing app.kubernetes.io/name: m...
milvus/tests/python_client/chaos/chaos_objects/network_partition/chaos_querynode_network_partition.yaml/0
{ "file_path": "milvus/tests/python_client/chaos/chaos_objects/network_partition/chaos_querynode_network_partition.yaml", "repo_id": "milvus", "token_count": 241 }
2,108