text
stringlengths
3
1.68M
id
stringlengths
13
169
metadata
dict
__index_level_0__
int64
0
2.21k
from langchain_community.tools.gmail.base import GmailBaseTool __all__ = ["GmailBaseTool"]
langchain/libs/langchain/langchain/tools/gmail/base.py/0
{ "file_path": "langchain/libs/langchain/langchain/tools/gmail/base.py", "repo_id": "langchain", "token_count": 28 }
549
import os from pathlib import Path class LogConfig: def __init__(self): self.log_debug = "" self.log_err = "" self.log_info = "" self.log_worker = "" self.get_default_config() @staticmethod def get_env_variable(var="CI_LOG_PATH"): """ get log path for testin...
milvus/tests/python_client/config/log_config.py/0
{ "file_path": "milvus/tests/python_client/config/log_config.py", "repo_id": "milvus", "token_count": 698 }
1,999
"""Chain that interprets a prompt and executes bash code to perform bash operations."""
langchain/libs/experimental/langchain_experimental/llm_bash/__init__.py/0
{ "file_path": "langchain/libs/experimental/langchain_experimental/llm_bash/__init__.py", "repo_id": "langchain", "token_count": 18 }
421
- sections: - local: index title: 🤗 Transformers title: Get started
transformers/docs/source/tr/_toctree.yml/0
{ "file_path": "transformers/docs/source/tr/_toctree.yml", "repo_id": "transformers", "token_count": 25 }
568
# Azure CosmosDB for MongoDB vCore connection string AZURE_COSMOSDB_CONNECTION_STRING= # If you're using Azure OpenAI API, you'll need to set these variables AZURE_OPENAI_API_KEY= AZURE_OPENAI_API_INSTANCE_NAME= AZURE_OPENAI_API_DEPLOYMENT_NAME= AZURE_OPENAI_API_EMBEDDINGS_DEPLOYMENT_NAME= AZURE_OPENAI_API_VERSION= #...
langchainjs/examples/src/indexes/vector_stores/azure_cosmosdb/.env.example/0
{ "file_path": "langchainjs/examples/src/indexes/vector_stores/azure_cosmosdb/.env.example", "repo_id": "langchainjs", "token_count": 148 }
845
python_tests()
llama_index/llama-index-packs/llama-index-packs-deeplake-deepmemory-retriever/tests/BUILD/0
{ "file_path": "llama_index/llama-index-packs/llama-index-packs-deeplake-deepmemory-retriever/tests/BUILD", "repo_id": "llama_index", "token_count": 5 }
1,696
python_tests()
llama_index/llama-index-integrations/embeddings/llama-index-embeddings-cohere/tests/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/embeddings/llama-index-embeddings-cohere/tests/BUILD", "repo_id": "llama_index", "token_count": 5 }
1,358
# LlamaIndex Multi-Modal-Llms Integration: Replicate Multi Modal
llama_index/llama-index-integrations/multi_modal_llms/llama-index-multi-modal-llms-replicate-multi-modal/README.md/0
{ "file_path": "llama_index/llama-index-integrations/multi_modal_llms/llama-index-multi-modal-llms-replicate-multi-modal/README.md", "repo_id": "llama_index", "token_count": 20 }
1,430
# 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/distilbert/test_modeling_tf_distilbert.py/0
{ "file_path": "transformers/tests/models/distilbert/test_modeling_tf_distilbert.py", "repo_id": "transformers", "token_count": 4547 }
712
<!--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/mobilenet_v1.md/0
{ "file_path": "transformers/docs/source/en/model_doc/mobilenet_v1.md", "repo_id": "transformers", "token_count": 1403 }
511
""" Misc utils Hacked together by / Copyright 2020 Ross Wightman """ import argparse import ast import re def natural_key(string_): """See http://www.codinghorror.com/blog/archives/001018.html""" return [int(s) if s.isdigit() else s for s in re.split(r'(\d+)', string_.lower())] def add_bool_arg(parser, nam...
pytorch-image-models/timm/utils/misc.py/0
{ "file_path": "pytorch-image-models/timm/utils/misc.py", "repo_id": "pytorch-image-models", "token_count": 451 }
414
<jupyter_start><jupyter_text>Qdrant Vector Store - Metadata Filter If you're opening this Notebook on colab, you will probably need to install LlamaIndex 🦙.<jupyter_code>%pip install llama-index-vector-stores-qdrant !pip install llama-index qdrant_client<jupyter_output><empty_output><jupyter_text>Build a Pinecone Inde...
llama_index/docs/examples/vector_stores/Qdrant_metadata_filter.ipynb/0
{ "file_path": "llama_index/docs/examples/vector_stores/Qdrant_metadata_filter.ipynb", "repo_id": "llama_index", "token_count": 1848 }
1,168
"""Milvus vector store index. An index that is built within Milvus. """ import logging from typing import Any, Dict, List, Optional, Union import pymilvus # noqa from llama_index.core.schema import BaseNode, TextNode from llama_index.core.vector_stores.types import ( MetadataFilters, VectorStore, Vector...
llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/llama_index/vector_stores/milvus/base.py/0
{ "file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/llama_index/vector_stores/milvus/base.py", "repo_id": "llama_index", "token_count": 5608 }
1,529
<jupyter_start><jupyter_text>Fine-tuning a 🤗 Transformers model on TPU with **Flax/JAX** In this notebook, we will see how to fine-tune one of the [🤗 Transformers](https://github.com/huggingface/transformers) models on TPU using [**Flax**](https://flax.readthedocs.io/en/latest/index.html). As can be seen on [this ben...
notebooks/examples/text_classification_flax.ipynb/0
{ "file_path": "notebooks/examples/text_classification_flax.ipynb", "repo_id": "notebooks", "token_count": 9221 }
304
module.exports = { i18n: { // providing the locales supported by your application locales: ["en-US"], // default locale used when the non-locale paths are visited defaultLocale: "en-US", }, }
auto-evaluator/nextjs/next.config.js/0
{ "file_path": "auto-evaluator/nextjs/next.config.js", "repo_id": "auto-evaluator", "token_count": 87 }
3
from langchain_community.agent_toolkits.clickup.toolkit import ClickupToolkit __all__ = ["ClickupToolkit"]
langchain/libs/langchain/langchain/agents/agent_toolkits/clickup/toolkit.py/0
{ "file_path": "langchain/libs/langchain/langchain/agents/agent_toolkits/clickup/toolkit.py", "repo_id": "langchain", "token_count": 35 }
463
# Azure AI Search [Azure AI Search](https://azure.microsoft.com/products/ai-services/ai-search) (formerly known as Azure Search and Azure Cognitive Search) is a distributed, RESTful search engine optimized for speed and relevance on production-scale workloads on Azure. It supports also vector search using the [k-neare...
langchainjs/docs/core_docs/docs/integrations/vectorstores/azure_aisearch.mdx/0
{ "file_path": "langchainjs/docs/core_docs/docs/integrations/vectorstores/azure_aisearch.mdx", "repo_id": "langchainjs", "token_count": 711 }
742
# coding=utf-8 # Copyright 2024 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 ag...
diffusers/tests/pipelines/ip_adapters/test_ip_adapter_stable_diffusion.py/0
{ "file_path": "diffusers/tests/pipelines/ip_adapters/test_ip_adapter_stable_diffusion.py", "repo_id": "diffusers", "token_count": 9083 }
263
<jupyter_start><jupyter_text>DDIM InversionIn this notebook we will explore **inversion**, see how it relates to sampling, and apply it to the task of editing images with Stable Diffusion. What You Will Learn- How DDIM sampling works- Deterministic vs Stochastic samplers- The theory behind DDIM inversion- Editing imag...
diffusion-models-class/unit4/01_ddim_inversion.ipynb/0
{ "file_path": "diffusion-models-class/unit4/01_ddim_inversion.ipynb", "repo_id": "diffusion-models-class", "token_count": 5343 }
302
"""Google Generative AI Vector Store. The GenAI Semantic Retriever API is a managed end-to-end service that allows developers to create a corpus of documents to perform semantic search on related passages given a user query. For more information visit: https://developers.generativeai.google/guide """ import logging i...
llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-google/llama_index/vector_stores/google/base.py/0
{ "file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-google/llama_index/vector_stores/google/base.py", "repo_id": "llama_index", "token_count": 7133 }
1,656
# Copyright 2022 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
accelerate/src/accelerate/utils/tqdm.py/0
{ "file_path": "accelerate/src/accelerate/utils/tqdm.py", "repo_id": "accelerate", "token_count": 433 }
16
<jupyter_start><jupyter_text>Run LLMs locally Use caseThe popularity of projects like [PrivateGPT](https://github.com/imartinez/privateGPT), [llama.cpp](https://github.com/ggerganov/llama.cpp), and [GPT4All](https://github.com/nomic-ai/gpt4all) underscore the demand to run LLMs locally (on your own device).This has at ...
langchain/docs/docs/guides/local_llms.ipynb/0
{ "file_path": "langchain/docs/docs/guides/local_llms.ipynb", "repo_id": "langchain", "token_count": 3768 }
95
# Script for converting a HF Diffusers saved pipeline to a Stable Diffusion checkpoint. # *Only* converts the UNet, VAE, and Text Encoder. # Does not convert optimizer state or any other thing. import argparse import os.path as osp import re import torch from safetensors.torch import load_file, save_file # ========...
diffusers/scripts/convert_diffusers_to_original_stable_diffusion.py/0
{ "file_path": "diffusers/scripts/convert_diffusers_to_original_stable_diffusion.py", "repo_id": "diffusers", "token_count": 6259 }
233
package common // Compoent is the base class for difference components of the system type Component interface { Start() error Stop() error }
chroma/go/coordinator/internal/common/component.go/0
{ "file_path": "chroma/go/coordinator/internal/common/component.go", "repo_id": "chroma", "token_count": 36 }
45
from typing import Any, Dict, List def get_prompt_input_key(inputs: Dict[str, Any], memory_variables: List[str]) -> str: """ Get the prompt input key. Args: inputs: Dict[str, Any] memory_variables: List[str] Returns: A prompt input key. """ # "stop" is a special key t...
langchain/libs/langchain/langchain/memory/utils.py/0
{ "file_path": "langchain/libs/langchain/langchain/memory/utils.py", "repo_id": "langchain", "token_count": 243 }
550
# coding=utf-8 # Copyright 2024 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 ag...
diffusers/tests/pipelines/kandinsky2_2/test_kandinsky.py/0
{ "file_path": "diffusers/tests/pipelines/kandinsky2_2/test_kandinsky.py", "repo_id": "diffusers", "token_count": 3973 }
264
<!--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/it/perf_train_cpu.md/0
{ "file_path": "transformers/docs/source/it/perf_train_cpu.md", "repo_id": "transformers", "token_count": 1307 }
474
#!/usr/bin/env bash # 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 r...
transformers/scripts/fsmt/eval-facebook-wmt19.sh/0
{ "file_path": "transformers/scripts/fsmt/eval-facebook-wmt19.sh", "repo_id": "transformers", "token_count": 2623 }
613
<jupyter_start><jupyter_text>Ollama[Ollama](https://ollama.ai/) allows you to run open-source large language models, such as Llama 2, locally.Ollama bundles model weights, configuration, and data into a single package, defined by a Modelfile. It optimizes setup and configuration details, including GPU usage.For a compl...
langchain/docs/docs/integrations/llms/ollama.ipynb/0
{ "file_path": "langchain/docs/docs/integrations/llms/ollama.ipynb", "repo_id": "langchain", "token_count": 1584 }
120
from llama_index.core.llms.base import BaseLLM from llama_index.llms.dashscope import DashScope def test_class(): names_of_base_classes = [b.__name__ for b in DashScope.__mro__] assert BaseLLM.__name__ in names_of_base_classes
llama_index/llama-index-integrations/llms/llama-index-llms-dashscope/tests/test_llms_dashscope.py/0
{ "file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-dashscope/tests/test_llms_dashscope.py", "repo_id": "llama_index", "token_count": 88 }
1,254
"""Module implements an agent that uses OpenAI's APIs function enabled API.""" import json from json import JSONDecodeError from typing import Any, List, Optional, Sequence, Tuple, Union from langchain_core._api import deprecated from langchain_core.agents import AgentAction, AgentActionMessageLog, AgentFinish from la...
langchain/libs/langchain/langchain/agents/openai_functions_multi_agent/base.py/0
{ "file_path": "langchain/libs/langchain/langchain/agents/openai_functions_multi_agent/base.py", "repo_id": "langchain", "token_count": 5691 }
446
package segments import ( "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" "github.com/milvus-io/milvus/internal/proto/segcorepb" "github.com/milvus-io/milvus/pkg/util/typeutil" ) type byPK struct { r *segcorepb.RetrieveResults } func (s *byPK) Len() int { if s.r == nil { return 0 } s.r.GetIds().GetI...
milvus/internal/querynodev2/segments/result_sorter.go/0
{ "file_path": "milvus/internal/querynodev2/segments/result_sorter.go", "repo_id": "milvus", "token_count": 1281 }
1,876
.PHONY: test precommit benchmark_core benchmark_aux common_tests slow_tests test_examples tests_gpu check_dirs := examples tests trl ACCELERATE_CONFIG_PATH = `pwd`/examples/accelerate_configs COMMAND_FILES_PATH = `pwd`/commands test: python -m pytest -n auto --dist=loadfile -s -v ./tests/ precommit: pre-commit ru...
trl/Makefile/0
{ "file_path": "trl/Makefile", "repo_id": "trl", "token_count": 452 }
775
from typing import Any, Optional, Sequence from llama_index.core.evaluation.base import BaseEvaluator, EvaluationResult from llama_index.core.prompts.mixin import PromptDictType, PromptMixinType from tonic_validate.metrics.answer_similarity_metric import ( AnswerSimilarityMetric, ) from tonic_validate.services.op...
llama_index/llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/answer_similarity.py/0
{ "file_path": "llama_index/llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/answer_similarity.py", "repo_id": "llama_index", "token_count": 811 }
1,289
import threading import pytest import time from base.partition_wrapper import ApiPartitionWrapper from base.client_base import TestcaseBase from common import common_func as cf from common import common_type as ct from utils.util_log import test_log as log from common.common_type import CaseLabel, CheckTasks from comm...
milvus/tests/python_client/testcases/test_partition.py/0
{ "file_path": "milvus/tests/python_client/testcases/test_partition.py", "repo_id": "milvus", "token_count": 24735 }
1,911
from typing import Tuple, Union from langchain.chains.query_constructor.ir import ( Comparator, Comparison, Operation, Operator, StructuredQuery, Visitor, ) def process_value(value: Union[int, float, str]) -> str: """Convert a value to a string and add single quotes if it is a string.""" ...
langchain/libs/langchain/langchain/retrievers/self_query/vectara.py/0
{ "file_path": "langchain/libs/langchain/langchain/retrievers/self_query/vectara.py", "repo_id": "langchain", "token_count": 926 }
561
python_sources()
llama_index/llama-index-legacy/llama_index/legacy/text_splitter/BUILD/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/text_splitter/BUILD", "repo_id": "llama_index", "token_count": 6 }
1,524
import logging from typing import Any, Dict, Optional, Sequence from llama_index.legacy.multi_modal_llms.base import ChatMessage from llama_index.legacy.multi_modal_llms.generic_utils import encode_image from llama_index.legacy.schema import ImageDocument DEFAULT_OPENAI_API_TYPE = "open_ai" DEFAULT_OPENAI_API_BASE = ...
llama_index/llama-index-legacy/llama_index/legacy/multi_modal_llms/openai_utils.py/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/multi_modal_llms/openai_utils.py", "repo_id": "llama_index", "token_count": 1293 }
1,578
<!--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/speech_to_text_2.md/0
{ "file_path": "transformers/docs/source/en/model_doc/speech_to_text_2.md", "repo_id": "transformers", "token_count": 1517 }
494
**NOTE**: This example is outdated and is not longer actively maintained. Please follow the new instructions of fine-tuning Wav2Vec2 [here](https://github.com/huggingface/transformers/blob/main/examples/pytorch/speech-recognition/README.md) ## Fine-tuning Wav2Vec2 The `run_asr.py` script allows one to fine-tune pret...
transformers/examples/research_projects/wav2vec2/README.md/0
{ "file_path": "transformers/examples/research_projects/wav2vec2/README.md", "repo_id": "transformers", "token_count": 3574 }
580
# Denoising Diffusion Policy Optimization ## The why | Before | After DDPO finetuning | | --- | --- | | <div style="text-align: center"><img src="https://huggingface.co/datasets/trl-internal-testing/example-images/resolve/main/images/pre_squirrel.png"/></div> | <div style="text-align: center"><img src="https://huggin...
trl/docs/source/ddpo_trainer.mdx/0
{ "file_path": "trl/docs/source/ddpo_trainer.mdx", "repo_id": "trl", "token_count": 2407 }
816
// 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/timeticksync.go/0
{ "file_path": "milvus/internal/rootcoord/timeticksync.go", "repo_id": "milvus", "token_count": 4828 }
2,060
<jupyter_start><jupyter_text>Chroma Multi-Modal Demo with LlamaIndex>[Chroma](https://docs.trychroma.com/getting-started) is a AI-native open-source vector database focused on developer productivity and happiness. Chroma is licensed under Apache 2.0. &nbsp;&nbsp; &nbsp;&nbsp; - [Website](https://www.tr...
llama_index/docs/examples/multi_modal/ChromaMultiModalDemo.ipynb/0
{ "file_path": "llama_index/docs/examples/multi_modal/ChromaMultiModalDemo.ipynb", "repo_id": "llama_index", "token_count": 2666 }
1,119
import { Group, Header, Stack, Text } from "@mantine/core"; import Image from "next/image"; import Link from "next/link"; import React from "react"; import githubIcon from "../public/github-mark.svg"; import { useMediaQuery } from "@mantine/hooks"; export enum MenuItem { Demo = "Demo", Playground = "Playground", ...
auto-evaluator/nextjs/components/HeaderEvaluator.tsx/0
{ "file_path": "auto-evaluator/nextjs/components/HeaderEvaluator.tsx", "repo_id": "auto-evaluator", "token_count": 1422 }
2
# 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/univnet/modeling_univnet.py/0
{ "file_path": "transformers/src/transformers/models/univnet/modeling_univnet.py", "repo_id": "transformers", "token_count": 11259 }
757
import logging from pathlib import Path from typing import Iterator, List, Optional, Sequence, Union from langchain_core.documents import Document from langchain_community.document_loaders.base import BaseLoader logger = logging.getLogger(__name__) class MWDumpLoader(BaseLoader): """Load `MediaWiki` dump from ...
langchain/libs/community/langchain_community/document_loaders/mediawikidump.py/0
{ "file_path": "langchain/libs/community/langchain_community/document_loaders/mediawikidump.py", "repo_id": "langchain", "token_count": 1764 }
235
poetry_requirements( name="poetry", ) python_requirements( name="reqs", )
llama_index/llama-index-packs/llama-index-packs-agents-llm-compiler/BUILD/0
{ "file_path": "llama_index/llama-index-packs/llama-index-packs-agents-llm-compiler/BUILD", "repo_id": "llama_index", "token_count": 36 }
1,639
// 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/proxy/task_alias_test.go/0
{ "file_path": "milvus/internal/proxy/task_alias_test.go", "repo_id": "milvus", "token_count": 2581 }
1,832
from langchain.chains.openai_tools.extraction import create_extraction_chain_pydantic __all__ = ["create_extraction_chain_pydantic"]
langchain/libs/langchain/langchain/chains/openai_tools/__init__.py/0
{ "file_path": "langchain/libs/langchain/langchain/chains/openai_tools/__init__.py", "repo_id": "langchain", "token_count": 43 }
495
# coding=utf-8 # 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 requir...
transformers/tests/models/jukebox/test_modeling_jukebox.py/0
{ "file_path": "transformers/tests/models/jukebox/test_modeling_jukebox.py", "repo_id": "transformers", "token_count": 9327 }
806
# for backwards compatibility from llama_index.legacy.core.base_retriever import BaseRetriever __all__ = [ "BaseRetriever", ]
llama_index/llama-index-legacy/llama_index/legacy/indices/base_retriever.py/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/indices/base_retriever.py", "repo_id": "llama_index", "token_count": 46 }
1,561
import { ChatOpenAI } from "@langchain/openai"; import { initializeAgentExecutorWithOptions } from "langchain/agents"; import { Calculator } from "langchain/tools/calculator"; import { SerpAPI } from "@langchain/community/tools/serpapi"; export const run = async () => { process.env.LANGCHAIN_HANDLER = "langchain"; ...
langchainjs/examples/src/agents/chat_convo_with_tracing.ts/0
{ "file_path": "langchainjs/examples/src/agents/chat_convo_with_tracing.ts", "repo_id": "langchainjs", "token_count": 472 }
789
<!--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/zh/main_classes/deepspeed.md/0
{ "file_path": "transformers/docs/source/zh/main_classes/deepspeed.md", "repo_id": "transformers", "token_count": 49099 }
537
<!--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...
accelerate/docs/source/package_reference/cli.md/0
{ "file_path": "accelerate/docs/source/package_reference/cli.md", "repo_id": "accelerate", "token_count": 4969 }
3
""" ONNX-runtime validation script This script was created to verify accuracy and performance of exported ONNX models running with the onnxruntime. It utilizes the PyTorch dataloader/processing pipeline for a fair comparison against the originals. Copyright 2020 Ross Wightman """ import argparse import numpy as np im...
pytorch-image-models/onnx_validate.py/0
{ "file_path": "pytorch-image-models/onnx_validate.py", "repo_id": "pytorch-image-models", "token_count": 1960 }
345
<!--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/dinat.md/0
{ "file_path": "transformers/docs/source/en/model_doc/dinat.md", "repo_id": "transformers", "token_count": 1371 }
488
import { Serializable, SerializedConstructor, SerializedNotImplemented, SerializedSecret, get_lc_unique_name, } from "./serializable.js"; import { optionalImportEntrypoints as defaultOptionalImportEntrypoints } from "./import_constants.js"; import * as coreImportMap from "./import_map.js"; import type { Optio...
langchainjs/langchain-core/src/load/index.ts/0
{ "file_path": "langchainjs/langchain-core/src/load/index.ts", "repo_id": "langchainjs", "token_count": 3057 }
826
# coding=utf-8 # Copyright 2022 UW-Madison 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/nystromformer/configuration_nystromformer.py/0
{ "file_path": "transformers/src/transformers/models/nystromformer/configuration_nystromformer.py", "repo_id": "transformers", "token_count": 2444 }
708
# coding=utf-8 # Copyright 2021 Iz Beltagy, Matthew E. Peters, Arman Cohan 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://w...
transformers/src/transformers/models/led/configuration_led.py/0
{ "file_path": "transformers/src/transformers/models/led/configuration_led.py", "repo_id": "transformers", "token_count": 2973 }
704
# 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/audioldm2/modeling_audioldm2.py/0
{ "file_path": "diffusers/src/diffusers/pipelines/audioldm2/modeling_audioldm2.py", "repo_id": "diffusers", "token_count": 33880 }
242
package coordinator import ( "context" "sync" "github.com/chroma/chroma-coordinator/internal/common" "github.com/chroma/chroma-coordinator/internal/metastore" "github.com/chroma/chroma-coordinator/internal/model" "github.com/chroma/chroma-coordinator/internal/notification" "github.com/chroma/chroma-coordinator...
chroma/go/coordinator/internal/coordinator/meta.go/0
{ "file_path": "chroma/go/coordinator/internal/coordinator/meta.go", "repo_id": "chroma", "token_count": 5327 }
47
# coding=utf-8 # Copyright 2021 NVIDIA 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 # # U...
transformers/src/transformers/models/segformer/modeling_segformer.py/0
{ "file_path": "transformers/src/transformers/models/segformer/modeling_segformer.py", "repo_id": "transformers", "token_count": 14945 }
666
package logutil import ( "context" grpc_middleware "github.com/grpc-ecosystem/go-grpc-middleware" "go.opentelemetry.io/otel/trace" "go.uber.org/zap/zapcore" "google.golang.org/grpc" "google.golang.org/grpc/metadata" "github.com/milvus-io/milvus/pkg/log" ) const ( logLevelRPCMetaKey = "log_level" clientRequ...
milvus/pkg/util/logutil/grpc_interceptor.go/0
{ "file_path": "milvus/pkg/util/logutil/grpc_interceptor.go", "repo_id": "milvus", "token_count": 918 }
1,835
import logging import subprocess from pathlib import Path from typing import Dict, List, Optional from llama_index.core.readers.base import BaseReader from llama_index.core.schema import Document class PDFNougatOCR(BaseReader): def nougat_ocr(self, file_path: Path) -> str: cli_command = ["nougat", "--mar...
llama_index/llama-index-integrations/readers/llama-index-readers-nougat-ocr/llama_index/readers/nougat_ocr/base.py/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-nougat-ocr/llama_index/readers/nougat_ocr/base.py", "repo_id": "llama_index", "token_count": 837 }
1,493
"""Vectara index. An index that is built on top of Vectara. """ import json import logging from typing import Any, List, Optional, Tuple from llama_index.core.base.base_retriever import BaseRetriever from llama_index.core.callbacks.base import CallbackManager from llama_index.core.indices.managed.types import Managed...
llama_index/llama-index-integrations/indices/llama-index-indices-managed-vectara/llama_index/indices/managed/vectara/retriever.py/0
{ "file_path": "llama_index/llama-index-integrations/indices/llama-index-indices-managed-vectara/llama_index/indices/managed/vectara/retriever.py", "repo_id": "llama_index", "token_count": 5302 }
1,287
from llama_index.core.storage.index_store.keyval_index_store import KVIndexStore from llama_index.storage.index_store.firestore import FirestoreIndexStore def test_class(): names_of_base_classes = [b.__name__ for b in FirestoreIndexStore.__mro__] assert KVIndexStore.__name__ in names_of_base_classes
llama_index/llama-index-integrations/storage/index_store/llama-index-storage-index-store-firestore/tests/test_storage_index_store_firestore.py/0
{ "file_path": "llama_index/llama-index-integrations/storage/index_store/llama-index-storage-index-store-firestore/tests/test_storage_index_store_firestore.py", "repo_id": "llama_index", "token_count": 105 }
1,494
from llama_index.core.readers.base import BaseReader from llama_index.readers.apify import ApifyActor, ApifyDataset def test_class(): names_of_base_classes = [b.__name__ for b in ApifyDataset.__mro__] assert BaseReader.__name__ in names_of_base_classes names_of_base_classes = [b.__name__ for b in ApifyAc...
llama_index/llama-index-integrations/readers/llama-index-readers-apify/tests/test_readers_apify.py/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-apify/tests/test_readers_apify.py", "repo_id": "llama_index", "token_count": 145 }
1,289
import ts from "typescript"; import * as fs from "node:fs"; export function identifySecrets(absTsConfigPath: string) { const secrets = new Set(); const tsConfig = ts.parseJsonConfigFileContent( ts.readJsonConfigFile(absTsConfigPath, (p) => fs.readFileSync(p, "utf-8")), ts.sys, "./src/" ); // `tsC...
langchainjs/libs/langchain-scripts/src/identify-secrets.ts/0
{ "file_path": "langchainjs/libs/langchain-scripts/src/identify-secrets.ts", "repo_id": "langchainjs", "token_count": 1805 }
1,044
import { logVersion010MigrationWarning } from "../util/entrypoint_deprecation.js"; /* #__PURE__ */ logVersion010MigrationWarning({ oldEntrypointName: "embeddings/hf_transformers", }); export * from "@langchain/community/embeddings/hf_transformers";
langchainjs/langchain/src/embeddings/hf_transformers.ts/0
{ "file_path": "langchainjs/langchain/src/embeddings/hf_transformers.ts", "repo_id": "langchainjs", "token_count": 80 }
888
python_tests()
llama_index/llama-index-integrations/readers/llama-index-readers-hive/tests/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-hive/tests/BUILD", "repo_id": "llama_index", "token_count": 5 }
1,377
[tool.poetry] name = "self-query-supabase" version = "0.1.0" description = "QA with Supabase using natural language" authors = [ "Greg Richardson <greg@supabase.io>", ] readme = "README.md" [tool.poetry.dependencies] python = ">=3.8.1,<4.0" langchain = "^0.1" openai = "<2" tiktoken = "^0.5.1" supabase = "^1.2.0" l...
langchain/templates/self-query-supabase/pyproject.toml/0
{ "file_path": "langchain/templates/self-query-supabase/pyproject.toml", "repo_id": "langchain", "token_count": 347 }
682
import "./globals.css"; import { Public_Sans } from "next/font/google"; const publicSans = Public_Sans({ subsets: ["latin"] }); export default function RootLayout({ children, }: { children: React.ReactNode; }) { return ( <html lang="en"> <head> <title>LangSmith Feedback Example</title> ...
langsmith-cookbook/feedback-examples/nextjs/app/layout.tsx/0
{ "file_path": "langsmith-cookbook/feedback-examples/nextjs/app/layout.tsx", "repo_id": "langsmith-cookbook", "token_count": 615 }
1,057
<jupyter_start><jupyter_text>FLARE Query EngineAdapted from the paper "Active Retrieval Augmented Generation"Currently implements FLARE Instruct, which tells the LLM to generate retrieval instructions. If you're opening this Notebook on colab, you will probably need to install LlamaIndex 🦙.<jupyter_code>%pip install l...
llama_index/docs/examples/query_engine/flare_query_engine.ipynb/0
{ "file_path": "llama_index/docs/examples/query_engine/flare_query_engine.ipynb", "repo_id": "llama_index", "token_count": 847 }
1,139
import CodeBlock from "@theme/CodeBlock"; # Google Vertex AI :::info Experimental This API is new and may change in future LangChain.js versions. ::: The `GoogleVertexAIMultimodalEmbeddings` class provides additional methods that are parallels to the `embedDocuments()` and `embedQuery()` methods: - `embedImage()` a...
langchainjs/docs/core_docs/docs/modules/data_connection/experimental/multimodal_embeddings/google_vertex_ai.mdx/0
{ "file_path": "langchainjs/docs/core_docs/docs/modules/data_connection/experimental/multimodal_embeddings/google_vertex_ai.mdx", "repo_id": "langchainjs", "token_count": 693 }
763
chat-langchain/ assets/
chat-langchain/.dockerignore/0
{ "file_path": "chat-langchain/.dockerignore", "repo_id": "chat-langchain", "token_count": 8 }
4
#!/usr/bin/env python from argparse import ArgumentParser from datasets.commands.convert import ConvertCommand from datasets.commands.dummy_data import DummyDataCommand from datasets.commands.env import EnvironmentCommand from datasets.commands.run_beam import RunBeamCommand from datasets.commands.test import TestComm...
datasets/src/datasets/commands/datasets_cli.py/0
{ "file_path": "datasets/src/datasets/commands/datasets_cli.py", "repo_id": "datasets", "token_count": 473 }
138
from typing import Optional from llama_index.core.base.base_selector import BaseSelector from llama_index.core.llms.llm import LLM from llama_index.core.selectors.llm_selectors import ( LLMMultiSelector, LLMSingleSelector, ) from llama_index.core.selectors.pydantic_selectors import ( PydanticMultiSelector,...
llama_index/llama-index-core/llama_index/core/selectors/utils.py/0
{ "file_path": "llama_index/llama-index-core/llama_index/core/selectors/utils.py", "repo_id": "llama_index", "token_count": 409 }
1,218
from typing import Any, Dict, List, Optional, cast from llama_index.legacy.callbacks.base_handler import BaseCallbackHandler from llama_index.legacy.callbacks.schema import CBEventType, EventPayload class SimpleLLMHandler(BaseCallbackHandler): """Callback handler for printing llms inputs/outputs.""" def __i...
llama_index/llama-index-legacy/llama_index/legacy/callbacks/simple_llm_handler.py/0
{ "file_path": "llama_index/llama-index-legacy/llama_index/legacy/callbacks/simple_llm_handler.py", "repo_id": "llama_index", "token_count": 1000 }
1,693
import pytest @pytest.fixture(scope="module") def flash_neox_handle(launcher): with launcher("stabilityai/stablelm-tuned-alpha-3b", num_shard=1) as handle: yield handle @pytest.fixture(scope="module") async def flash_neox(flash_neox_handle): await flash_neox_handle.health(300) return flash_neox_...
text-generation-inference/integration-tests/models/test_flash_neox.py/0
{ "file_path": "text-generation-inference/integration-tests/models/test_flash_neox.py", "repo_id": "text-generation-inference", "token_count": 498 }
381
use tokenizers::decoders::wordpiece::WordPiece as WordPieceDecoder; use tokenizers::models::bpe::BPE; use tokenizers::models::wordpiece::WordPiece; use tokenizers::normalizers::bert::BertNormalizer; use tokenizers::pre_tokenizers::bert::BertPreTokenizer; use tokenizers::pre_tokenizers::byte_level::ByteLevel; use tokeni...
tokenizers/tokenizers/tests/common/mod.rs/0
{ "file_path": "tokenizers/tokenizers/tests/common/mod.rs", "repo_id": "tokenizers", "token_count": 771 }
487
"""Simple reader that turns an iterable of strings into a list of Documents.""" from typing import List from llama_index.core.readers.base import BasePydanticReader from llama_index.core.schema import Document class StringIterableReader(BasePydanticReader): """String Iterable Reader. Gets a list of document...
llama_index/llama-index-core/llama_index/core/readers/string_iterable.py/0
{ "file_path": "llama_index/llama-index-core/llama_index/core/readers/string_iterable.py", "repo_id": "llama_index", "token_count": 463 }
1,293
poetry_requirements( name="poetry", )
llama_index/llama-index-integrations/llms/llama-index-llms-azure-openai/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-azure-openai/BUILD", "repo_id": "llama_index", "token_count": 18 }
1,217
//go:build ignore package main import ( . "github.com/mmcloughlin/avo/build" . "github.com/mmcloughlin/avo/operand" . "github.com/mmcloughlin/avo/reg" ) var unroll = 4 // inspired by the avo example https://github.com/mmcloughlin/avo // avo is a tool to generate go assembly func main() { TEXT("L2", NOSPLIT, "fu...
milvus/pkg/util/distance/asm/l2.go/0
{ "file_path": "milvus/pkg/util/distance/asm/l2.go", "repo_id": "milvus", "token_count": 964 }
1,834
[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 = ["AutoMergingRetrieverPack"] contains_example = true import_path = "llama_index.packs.auto_...
llama_index/llama-index-packs/llama-index-packs-auto-merging-retriever/pyproject.toml/0
{ "file_path": "llama_index/llama-index-packs/llama-index-packs-auto-merging-retriever/pyproject.toml", "repo_id": "llama_index", "token_count": 688 }
1,645
import pickle import pytest from tokenizers import NormalizedString, Tokenizer from tokenizers.models import BPE from tokenizers.normalizers import BertNormalizer, Lowercase, Normalizer, Sequence, Strip, Prepend class TestBertNormalizer: def test_instantiate(self): assert isinstance(BertNormalizer(), No...
tokenizers/bindings/python/tests/bindings/test_normalizers.py/0
{ "file_path": "tokenizers/bindings/python/tests/bindings/test_normalizers.py", "repo_id": "tokenizers", "token_count": 2354 }
441
from __future__ import annotations import json from io import StringIO from typing import Any, Dict, Iterator, List, Optional import requests from langchain_core.callbacks.manager import CallbackManagerForLLMRun from langchain_core.language_models.llms import LLM from langchain_core.outputs import GenerationChunk fro...
langchain/libs/community/langchain_community/llms/llamafile.py/0
{ "file_path": "langchain/libs/community/langchain_community/llms/llamafile.py", "repo_id": "langchain", "token_count": 4397 }
270
import { Fireworks } from "@langchain/community/llms/fireworks"; const model = new Fireworks({ temperature: 0.9, // In Node.js defaults to process.env.FIREWORKS_API_KEY fireworksApiKey: "YOUR-API-KEY", });
langchainjs/examples/src/models/llm/fireworks.ts/0
{ "file_path": "langchainjs/examples/src/models/llm/fireworks.ts", "repo_id": "langchainjs", "token_count": 74 }
873
# coding=utf-8 # Copyright 2018 Salesforce 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 required by a...
transformers/tests/models/bertweet/test_tokenization_bertweet.py/0
{ "file_path": "transformers/tests/models/bertweet/test_tokenization_bertweet.py", "repo_id": "transformers", "token_count": 1124 }
747
from llama_index.core.readers.base import BaseReader from llama_index.readers.intercom import IntercomReader def test_class(): names_of_base_classes = [b.__name__ for b in IntercomReader.__mro__] assert BaseReader.__name__ in names_of_base_classes
llama_index/llama-index-integrations/readers/llama-index-readers-intercom/tests/test_readers_intercom.py/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-intercom/tests/test_readers_intercom.py", "repo_id": "llama_index", "token_count": 88 }
1,385
"""LLM Compiler Output Parser.""" import re from typing import Any, Dict, List, Sequence from llama_index.core.tools import BaseTool from llama_index.core.types import BaseOutputParser from .schema import JoinerOutput, LLMCompilerParseResult from .utils import get_graph_dict THOUGHT_PATTERN = r"Thought: ([^\n]*)" A...
llama_index/llama-index-packs/llama-index-packs-agents-llm-compiler/llama_index/packs/agents_llm_compiler/output_parser.py/0
{ "file_path": "llama_index/llama-index-packs/llama-index-packs-agents-llm-compiler/llama_index/packs/agents_llm_compiler/output_parser.py", "repo_id": "llama_index", "token_count": 1153 }
1,640
python_sources()
llama_index/llama-index-integrations/readers/llama-index-readers-sec-filings/llama_index/readers/sec_filings/prepline_sec_filings/api/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-sec-filings/llama_index/readers/sec_filings/prepline_sec_filings/api/BUILD", "repo_id": "llama_index", "token_count": 6 }
1,426
import { logVersion010MigrationWarning } from "../util/entrypoint_deprecation.js"; /* #__PURE__ */ logVersion010MigrationWarning({ oldEntrypointName: "llms/portkey", }); export * from "@langchain/community/llms/portkey";
langchainjs/langchain/src/llms/portkey.ts/0
{ "file_path": "langchainjs/langchain/src/llms/portkey.ts", "repo_id": "langchainjs", "token_count": 72 }
967
<jupyter_start><jupyter_text>Lantern>[Lantern](https://github.com/lanterndata/lantern) is an open-source vector similarity search for `Postgres`It supports:- Exact and approximate nearest neighbor search- L2 squared distance, hamming distance, and cosine distanceThis notebook shows how to use the Postgres vector databa...
langchain/docs/docs/integrations/vectorstores/lantern.ipynb/0
{ "file_path": "langchain/docs/docs/integrations/vectorstores/lantern.ipynb", "repo_id": "langchain", "token_count": 1935 }
192
# Vector store-backed memory `VectorStoreRetrieverMemory` stores memories in a VectorDB and queries the top-K most "salient" docs every time it is called. This differs from most of the other Memory classes in that it doesn't explicitly track the order of interactions. In this case, the "docs" are previous conversati...
langchainjs/docs/core_docs/docs/modules/memory/types/vectorstore_retriever_memory.mdx/0
{ "file_path": "langchainjs/docs/core_docs/docs/modules/memory/types/vectorstore_retriever_memory.mdx", "repo_id": "langchainjs", "token_count": 209 }
735
from langchain_community.cache import ( AstraDBCache, AstraDBSemanticCache, CassandraCache, CassandraSemanticCache, FullLLMCache, FullMd5LLMCache, GPTCache, InMemoryCache, MomentoCache, RedisCache, RedisSemanticCache, SQLAlchemyCache, SQLAlchemyMd5Cache, SQLiteCac...
langchain/libs/langchain/langchain/cache.py/0
{ "file_path": "langchain/libs/langchain/langchain/cache.py", "repo_id": "langchain", "token_count": 320 }
455
export function switchTheme() { const { classList } = document.querySelector("html") as HTMLElement; const metaTheme = document.querySelector('meta[name="theme-color"]') as HTMLMetaElement; if (classList.contains("dark")) { classList.remove("dark"); metaTheme.setAttribute("content", "rgb(249, 250, 251)"); loc...
chat-ui/src/lib/switchTheme.ts/0
{ "file_path": "chat-ui/src/lib/switchTheme.ts", "repo_id": "chat-ui", "token_count": 164 }
94
package broker import ( "context" "github.com/milvus-io/milvus-proto/go-api/v2/milvuspb" "github.com/milvus-io/milvus-proto/go-api/v2/msgpb" "github.com/milvus-io/milvus/internal/proto/datapb" "github.com/milvus-io/milvus/internal/proto/rootcoordpb" "github.com/milvus-io/milvus/internal/types" "github.com/milv...
milvus/internal/datanode/broker/broker.go/0
{ "file_path": "milvus/internal/datanode/broker/broker.go", "repo_id": "milvus", "token_count": 732 }
1,691
python_sources()
llama_index/llama-index-integrations/readers/llama-index-readers-patentsview/llama_index/readers/patentsview/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-patentsview/llama_index/readers/patentsview/BUILD", "repo_id": "llama_index", "token_count": 6 }
1,363
#!/usr/bin/env python # coding=utf-8 # Copyright 2024 bram-w, 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/lic...
diffusers/examples/research_projects/diffusion_dpo/train_diffusion_dpo.py/0
{ "file_path": "diffusers/examples/research_projects/diffusion_dpo/train_diffusion_dpo.py", "repo_id": "diffusers", "token_count": 17438 }
224
from langchain_community.document_loaders.onedrive_file import ( OneDriveFileLoader, ) __all__ = ["OneDriveFileLoader"]
langchain/libs/langchain/langchain/document_loaders/onedrive_file.py/0
{ "file_path": "langchain/libs/langchain/langchain/document_loaders/onedrive_file.py", "repo_id": "langchain", "token_count": 41 }
495