text stringlengths 3 1.68M | id stringlengths 13 169 | metadata dict | __index_level_0__ int64 0 2.21k |
|---|---|---|---|
# coding=utf-8
# Copyright 2021, The Microsoft Research Asia MarkupLM Team 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
#
# Unles... | transformers/src/transformers/models/markuplm/configuration_markuplm.py/0 | {
"file_path": "transformers/src/transformers/models/markuplm/configuration_markuplm.py",
"repo_id": "transformers",
"token_count": 2942
} | 709 |
import argparse
from copy import deepcopy
import numpy as np
from datasets import ClassLabel, DatasetDict, load_dataset
from evaluate import load
from transformers import (
AutoModelForSequenceClassification,
AutoTokenizer,
DataCollatorWithPadding,
Trainer,
TrainerCallback,
TrainingArguments,
... | transformers/examples/research_projects/codeparrot/examples/train_complexity_predictor.py/0 | {
"file_path": "transformers/examples/research_projects/codeparrot/examples/train_complexity_predictor.py",
"repo_id": "transformers",
"token_count": 1799
} | 570 |
import sys
import re
import logging
import traceback
import argparse
from yaml import full_load, dump
import config
import utils
def parse_server_tag(server_tag):
""" paser server tag from server config"""
# tag format: "8c"/"8c16m"/"8c16m1g"
if server_tag[-1] == "c":
p = r"(\d+)c"
elif server... | milvus/tests/benchmark/milvus_benchmark/update.py/0 | {
"file_path": "milvus/tests/benchmark/milvus_benchmark/update.py",
"repo_id": "milvus",
"token_count": 4287
} | 1,876 |
import re
from typing import Union
from langchain_core.agents import AgentAction, AgentFinish
from langchain_core.exceptions import OutputParserException
from langchain.agents.agent import AgentOutputParser
from langchain.agents.mrkl.prompt import FORMAT_INSTRUCTIONS
FINAL_ANSWER_ACTION = "Final Answer:"
MISSING_ACT... | langchain/libs/langchain/langchain/agents/mrkl/output_parser.py/0 | {
"file_path": "langchain/libs/langchain/langchain/agents/mrkl/output_parser.py",
"repo_id": "langchain",
"token_count": 1582
} | 445 |
"""Storage classes."""
from llama_index.legacy.storage.storage_context import StorageContext
__all__ = [
"StorageContext",
]
| llama_index/llama-index-legacy/llama_index/legacy/storage/__init__.py/0 | {
"file_path": "llama_index/llama-index-legacy/llama_index/legacy/storage/__init__.py",
"repo_id": "llama_index",
"token_count": 42
} | 1,539 |
/// This follows the lines of:
/// https://github.com/johnma2006/mamba-minimal/blob/master/model.py
/// Simple, minimal implementation of Mamba in one file of PyTorch.
use candle::{IndexOp, Module, Result, Tensor, D};
use candle_nn::{RmsNorm, VarBuilder};
use candle_transformers::models::with_tracing::{linear, linear_... | candle/candle-examples/examples/mamba-minimal/model.rs/0 | {
"file_path": "candle/candle-examples/examples/mamba-minimal/model.rs",
"repo_id": "candle",
"token_count": 3488
} | 50 |
---
hide_table_of_contents: true
---
import CodeBlock from "@theme/CodeBlock";
# Google Calendar Tool
The Google Calendar Tools allow your agent to create and view Google Calendar events from a linked calendar.
## Setup
To use the Google Calendar Tools you need to install the following official peer dependency:
`... | langchainjs/docs/core_docs/docs/integrations/tools/google_calendar.mdx/0 | {
"file_path": "langchainjs/docs/core_docs/docs/integrations/tools/google_calendar.mdx",
"repo_id": "langchainjs",
"token_count": 200
} | 715 |
# test_watermark_logits_processor.py
import os
import numpy as np
import torch
from text_generation_server.utils.watermark import WatermarkLogitsProcessor
GAMMA = os.getenv("WATERMARK_GAMMA", 0.5)
DELTA = os.getenv("WATERMARK_DELTA", 2.0)
def test_seed_rng():
input_ids = [101, 2036, 3731, 102, 2003, 103]
p... | text-generation-inference/server/tests/utils/test_watermark.py/0 | {
"file_path": "text-generation-inference/server/tests/utils/test_watermark.py",
"repo_id": "text-generation-inference",
"token_count": 781
} | 420 |
<jupyter_start><jupyter_text>Memory in AgentThis notebook goes over adding memory to an Agent. Before going through this notebook, please walkthrough the following notebooks, as this will build on top of both of them:- [Memory in LLMChain](/docs/modules/memory/adding_memory)- [Custom Agents](/docs/modules/agents/how_to... | langchain/docs/docs/modules/memory/agent_with_memory.ipynb/0 | {
"file_path": "langchain/docs/docs/modules/memory/agent_with_memory.ipynb",
"repo_id": "langchain",
"token_count": 1846
} | 194 |
python_sources()
| llama_index/llama-index-integrations/tools/llama-index-tools-metaphor/llama_index/tools/metaphor/BUILD/0 | {
"file_path": "llama_index/llama-index-integrations/tools/llama-index-tools-metaphor/llama_index/tools/metaphor/BUILD",
"repo_id": "llama_index",
"token_count": 6
} | 1,622 |
# 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/models/__init__.py/0 | {
"file_path": "diffusers/src/diffusers/models/__init__.py",
"repo_id": "diffusers",
"token_count": 1723
} | 241 |
<jupyter_start><jupyter_text>AWS S3 Directory>[Amazon Simple Storage Service (Amazon S3)](https://docs.aws.amazon.com/AmazonS3/latest/userguide/using-folders.html) is an object storage service>[AWS S3 Directory](https://docs.aws.amazon.com/AmazonS3/latest/userguide/using-folders.html)This covers how to load document ob... | langchain/docs/docs/integrations/document_loaders/aws_s3_directory.ipynb/0 | {
"file_path": "langchain/docs/docs/integrations/document_loaders/aws_s3_directory.ipynb",
"repo_id": "langchain",
"token_count": 441
} | 103 |
// Copyright 2021 PingCAP, Inc.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to i... | milvus/pkg/log/zap_test_logger.go/0 | {
"file_path": "milvus/pkg/log/zap_test_logger.go",
"repo_id": "milvus",
"token_count": 805
} | 1,915 |
python_sources()
| llama_index/llama-index-integrations/tools/llama-index-tools-cogniswitch/llama_index/tools/cogniswitch/BUILD/0 | {
"file_path": "llama_index/llama-index-integrations/tools/llama-index-tools-cogniswitch/llama_index/tools/cogniswitch/BUILD",
"repo_id": "llama_index",
"token_count": 6
} | 1,618 |
---
sidebar_position: 0
---
# Welcome Contributors
Hi there! Thank you for even being interested in contributing to LangChain.
As an open-source project in a rapidly developing field, we are extremely open to contributions, whether they involve new features, improved infrastructure, better documentation, or bug fixes.... | langchain/docs/docs/contributing/index.mdx/0 | {
"file_path": "langchain/docs/docs/contributing/index.mdx",
"repo_id": "langchain",
"token_count": 687
} | 82 |
package console
import (
"fmt"
"os"
"github.com/mgutz/ansi"
)
func Success(msg string) {
colorOut(msg, "green")
}
func Error(msg string) {
colorOut(msg, "red")
}
func Warning(msg string) {
colorOut(msg, "yellow")
}
func Exit(msg string, options ...ExitOption) {
opts := append([]ExitOption{}, options...)
o... | milvus/cmd/tools/migration/console/console.go/0 | {
"file_path": "milvus/cmd/tools/migration/console/console.go",
"repo_id": "milvus",
"token_count": 280
} | 1,897 |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/segformer/convert_segformer_original_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/segformer/convert_segformer_original_to_pytorch.py",
"repo_id": "transformers",
"token_count": 8906
} | 719 |
# Builds GPU docker image of PyTorch
# Uses multi-staged approach to reduce size
# Stage 1
# Use base conda image to reduce time
FROM continuumio/miniconda3:latest AS compile-image
# Specify py version
ENV PYTHON_VERSION=3.10
# Install apt libs - copied from https://github.com/huggingface/accelerate/blob/main/docker/ac... | trl/docker/trl-latest-gpu/Dockerfile/0 | {
"file_path": "trl/docker/trl-latest-gpu/Dockerfile",
"repo_id": "trl",
"token_count": 774
} | 782 |
import timeit
import numpy as np
import datasets
from datasets.arrow_writer import ArrowWriter
from datasets.features.features import _ArrayXD
def get_duration(func):
def wrapper(*args, **kwargs):
starttime = timeit.default_timer()
_ = func(*args, **kwargs)
delta = timeit.default_timer()... | datasets/benchmarks/utils.py/0 | {
"file_path": "datasets/benchmarks/utils.py",
"repo_id": "datasets",
"token_count": 927
} | 128 |
"""Unit tests for agents."""
from typing import Any, Dict, List, Optional
from langchain_core.agents import AgentAction, AgentStep
from langchain_core.language_models.llms import LLM
from langchain_core.messages import AIMessage, HumanMessage
from langchain_core.runnables.utils import add
from langchain_core.tools im... | langchain/libs/langchain/tests/unit_tests/agents/test_agent_async.py/0 | {
"file_path": "langchain/libs/langchain/tests/unit_tests/agents/test_agent_async.py",
"repo_id": "langchain",
"token_count": 5370
} | 618 |
from llama_index.core.llms.base import BaseLLM
from llama_index.llms.sagemaker_endpoint import SageMakerLLM
def test_embedding_class():
names_of_base_classes = [b.__name__ for b in SageMakerLLM.__mro__]
assert BaseLLM.__name__ in names_of_base_classes
| llama_index/llama-index-integrations/llms/llama-index-llms-sagemaker-endpoint/tests/test_llms_sagemaker_endpoint.py/0 | {
"file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-sagemaker-endpoint/tests/test_llms_sagemaker_endpoint.py",
"repo_id": "llama_index",
"token_count": 99
} | 1,303 |
from llama_index.vector_stores.milvus.base import MilvusVectorStore
__all__ = ["MilvusVectorStore"]
| llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/llama_index/vector_stores/milvus/__init__.py/0 | {
"file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/llama_index/vector_stores/milvus/__init__.py",
"repo_id": "llama_index",
"token_count": 35
} | 1,525 |
"""DashScope embeddings file."""
import logging
from enum import Enum
from http import HTTPStatus
from typing import Any, Dict, List, Optional, Union
from pydantic import PrivateAttr
from llama_index.legacy.embeddings.multi_modal_base import MultiModalEmbedding
from llama_index.legacy.schema import ImageType
logger... | llama_index/llama-index-legacy/llama_index/legacy/embeddings/dashscope.py/0 | {
"file_path": "llama_index/llama-index-legacy/llama_index/legacy/embeddings/dashscope.py",
"repo_id": "llama_index",
"token_count": 4479
} | 1,649 |
import importlib
import inspect
import logging
import os
from abc import ABC
from graphlib import TopologicalSorter
from typing import Optional, List, Any, Dict, Set, Iterable, Union
from typing import Type, TypeVar, cast
from overrides import EnforceOverrides
from overrides import override
from typing_extensions impo... | chroma/chromadb/config.py/0 | {
"file_path": "chroma/chromadb/config.py",
"repo_id": "chroma",
"token_count": 6890
} | 14 |
[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 = ["SemanticScholarReader"]
contains_example = false
import_path = "llama_index.readers.seman... | llama_index/llama-index-integrations/readers/llama-index-readers-semanticscholar/pyproject.toml/0 | {
"file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-semanticscholar/pyproject.toml",
"repo_id": "llama_index",
"token_count": 705
} | 1,416 |
import datasets
from tokenizers import Tokenizer, models, normalizers, pre_tokenizers, trainers
# Build a tokenizer
bpe_tokenizer = Tokenizer(models.BPE())
bpe_tokenizer.pre_tokenizer = pre_tokenizers.Whitespace()
bpe_tokenizer.normalizer = normalizers.Lowercase()
# Initialize a dataset
dataset = datasets.load_data... | tokenizers/bindings/python/examples/train_with_datasets.py/0 | {
"file_path": "tokenizers/bindings/python/examples/train_with_datasets.py",
"repo_id": "tokenizers",
"token_count": 209
} | 440 |
python_tests()
| llama_index/llama-index-integrations/readers/llama-index-readers-mbox/tests/BUILD/0 | {
"file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-mbox/tests/BUILD",
"repo_id": "llama_index",
"token_count": 5
} | 1,404 |
# 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... | trl/trl/import_utils.py/0 | {
"file_path": "trl/trl/import_utils.py",
"repo_id": "trl",
"token_count": 1125
} | 792 |
"""Base index classes."""
import logging
from abc import ABC, abstractmethod
from typing import Any, Dict, Generic, List, Optional, Sequence, Type, TypeVar
from llama_index.core.base.base_query_engine import BaseQueryEngine
from llama_index.core.base.base_retriever import BaseRetriever
from llama_index.core.callbacks... | llama_index/llama-index-core/llama_index/core/indices/base.py/0 | {
"file_path": "llama_index/llama-index-core/llama_index/core/indices/base.py",
"repo_id": "llama_index",
"token_count": 7589
} | 1,259 |
from langchain_community.agent_toolkits.gitlab.toolkit import GitLabToolkit
__all__ = ["GitLabToolkit"]
| langchain/libs/langchain/langchain/agents/agent_toolkits/gitlab/toolkit.py/0 | {
"file_path": "langchain/libs/langchain/langchain/agents/agent_toolkits/gitlab/toolkit.py",
"repo_id": "langchain",
"token_count": 36
} | 458 |
"""Sleep tool."""
| langchain/libs/langchain/langchain/tools/sleep/__init__.py/0 | {
"file_path": "langchain/libs/langchain/langchain/tools/sleep/__init__.py",
"repo_id": "langchain",
"token_count": 6
} | 598 |
# 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/musicldm/pipeline_musicldm.py/0 | {
"file_path": "diffusers/src/diffusers/pipelines/musicldm/pipeline_musicldm.py",
"repo_id": "diffusers",
"token_count": 13583
} | 239 |
import { test, expect } from "@jest/globals";
import {
GoogleVertexAIMultimodalEmbeddings,
GoogleVertexAIMedia,
} from "../googlevertexai.js";
test("mediaToInstance text", async () => {
const e = new GoogleVertexAIMultimodalEmbeddings();
const media: GoogleVertexAIMedia = {
text: "just text",
};
const... | langchainjs/langchain/src/experimental/multimodal_embeddings/tests/googlevertexai.test.ts/0 | {
"file_path": "langchainjs/langchain/src/experimental/multimodal_embeddings/tests/googlevertexai.test.ts",
"repo_id": "langchainjs",
"token_count": 271
} | 898 |
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/models/auto/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/auto/__init__.py",
"repo_id": "transformers",
"token_count": 8231
} | 632 |
# coding=utf-8
# Copyright 2021 The Fairseq Authors 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/hubert/modeling_tf_hubert.py/0 | {
"file_path": "transformers/src/transformers/models/hubert/modeling_tf_hubert.py",
"repo_id": "transformers",
"token_count": 31265
} | 697 |
---
hide_table_of_contents: true
---
import CodeBlock from "@theme/CodeBlock";
import EmbeddingDistance from "@examples/guides/evaluation/string/embedding_distance.ts";
# Embedding Distance
To measure semantic similarity (or dissimilarity) between a prediction and a reference label string, you could use a vector dis... | langchainjs/docs/core_docs/docs/guides/evaluation/string/embedding_distance.mdx/0 | {
"file_path": "langchainjs/docs/core_docs/docs/guides/evaluation/string/embedding_distance.mdx",
"repo_id": "langchainjs",
"token_count": 165
} | 720 |
// Licensed to the LF AI & Data foundation under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use th... | milvus/pkg/util/metricsinfo/cache.go/0 | {
"file_path": "milvus/pkg/util/metricsinfo/cache.go",
"repo_id": "milvus",
"token_count": 1289
} | 1,943 |
# Zep
## [Fast, Scalable Building Blocks for LLM Apps](http://www.getzep.com)
Zep is an open source platform for productionizing LLM apps. Go from a prototype
built in LangChain or LlamaIndex, or a custom app, to production in minutes without
rewriting code.
Key Features:
- **Fast!** Zep operates independently of th... | langchain/docs/docs/integrations/providers/zep.mdx/0 | {
"file_path": "langchain/docs/docs/integrations/providers/zep.mdx",
"repo_id": "langchain",
"token_count": 1023
} | 151 |
#define WARP_SIZE 32
#define FULL_MASK 0xffffffff
#define OPTIMAL_THREADS 256
__global__ void index_max_cuda_kernel(
float *index_vals, // [batch_size, 32, num_block]
int *indices, // [batch_size, num_block]
float *max_vals, // [batch_size, A_num_block * 32]
float *max_vals_scatter, //... | transformers/src/transformers/kernels/mra/cuda_kernel.h/0 | {
"file_path": "transformers/src/transformers/kernels/mra/cuda_kernel.h",
"repo_id": "transformers",
"token_count": 729
} | 626 |
# coding=utf-8
# Copyright 2018 The HuggingFace Inc. team, Microsoft Corporation.
# Copyright (c) 2018, 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 ... | transformers/src/transformers/models/mpnet/configuration_mpnet.py/0 | {
"file_path": "transformers/src/transformers/models/mpnet/configuration_mpnet.py",
"repo_id": "transformers",
"token_count": 1977
} | 668 |
[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 = ["DynamoDBVectorStore"]
contains_example = false
import_path = "llama_index.vector_stores.d... | llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-dynamodb/pyproject.toml/0 | {
"file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-dynamodb/pyproject.toml",
"repo_id": "llama_index",
"token_count": 669
} | 1,555 |
from enum import Enum
from functools import wraps
from typing import Any, Callable, Dict, List, Optional, Set, Tuple, Union
from langchain_community.utilities.redis import TokenEscaper
# disable mypy error for dunder method overrides
# mypy: disable-error-code="override"
class RedisFilterOperator(Enum):
"""Redi... | langchain/libs/community/langchain_community/vectorstores/redis/filters.py/0 | {
"file_path": "langchain/libs/community/langchain_community/vectorstores/redis/filters.py",
"repo_id": "langchain",
"token_count": 6984
} | 313 |
# 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/audioldm/test_audioldm.py/0 | {
"file_path": "diffusers/tests/pipelines/audioldm/test_audioldm.py",
"repo_id": "diffusers",
"token_count": 7498
} | 249 |
import { Client } from "langsmith";
import {
BaseRun,
RunCreate,
RunUpdate as BaseRunUpdate,
KVMap,
} from "langsmith/schemas";
import { getEnvironmentVariable, getRuntimeEnvironment } from "../utils/env.js";
import { BaseTracer } from "./base.js";
import { BaseCallbackHandlerInput } from "../callbacks/base.js"... | langchainjs/langchain-core/src/tracers/tracer_langchain.ts/0 | {
"file_path": "langchainjs/langchain-core/src/tracers/tracer_langchain.ts",
"repo_id": "langchainjs",
"token_count": 879
} | 869 |
# Memgraph
## Setup
### Install LangChain dependencies
Install the dependencies needed for Memgraph:
import IntegrationInstallTooltip from "@mdx_components/integration_install_tooltip.mdx";
<IntegrationInstallTooltip></IntegrationInstallTooltip>
```bash npm2yarn
npm install @langchain/openai neo4j-driver @langcha... | langchainjs/docs/core_docs/docs/modules/data_connection/experimental/graph_databases/memgraph.mdx/0 | {
"file_path": "langchainjs/docs/core_docs/docs/modules/data_connection/experimental/graph_databases/memgraph.mdx",
"repo_id": "langchainjs",
"token_count": 621
} | 732 |
from .adabelief import AdaBelief
from .adafactor import Adafactor
from .adahessian import Adahessian
from .adamp import AdamP
from .adamw import AdamW
from .adan import Adan
from .lamb import Lamb
from .lars import Lars
from .lookahead import Lookahead
from .madgrad import MADGRAD
from .nadam import Nadam
from .nvnovog... | pytorch-image-models/timm/optim/__init__.py/0 | {
"file_path": "pytorch-image-models/timm/optim/__init__.py",
"repo_id": "pytorch-image-models",
"token_count": 170
} | 405 |
<jupyter_start><jupyter_text>Adding moderationThis shows how to add in moderation (or other safeguards) around your LLM application.<jupyter_code>%pip install --upgrade --quiet langchain langchain-openai
from langchain.chains import OpenAIModerationChain
from langchain_core.prompts import ChatPromptTemplate
from langc... | langchain/docs/docs/expression_language/cookbook/moderation.ipynb/0 | {
"file_path": "langchain/docs/docs/expression_language/cookbook/moderation.ipynb",
"repo_id": "langchain",
"token_count": 200
} | 87 |
# THIS FILE HAS BEEN AUTOGENERATED. To update:
# 1. modify the `_deps` dict in setup.py
# 2. run `make deps_table_update``
deps = {
"Pillow": "Pillow>=10.0.1,<=15.0",
"accelerate": "accelerate>=0.21.0",
"av": "av==9.2.0",
"beautifulsoup4": "beautifulsoup4",
"codecarbon": "codecarbon==1.2.0",
"co... | transformers/src/transformers/dependency_versions_table.py/0 | {
"file_path": "transformers/src/transformers/dependency_versions_table.py",
"repo_id": "transformers",
"token_count": 1755
} | 570 |
#!/usr/bin/env python
# coding=utf-8
# 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-... | transformers/examples/tensorflow/contrastive-image-text/run_clip.py/0 | {
"file_path": "transformers/examples/tensorflow/contrastive-image-text/run_clip.py",
"repo_id": "transformers",
"token_count": 11224
} | 582 |
// 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/data_sync_service_test.go/0 | {
"file_path": "milvus/internal/datanode/data_sync_service_test.go",
"repo_id": "milvus",
"token_count": 5900
} | 1,920 |
#! /bin/bash
# Note: This is run as root
cd ~
export enable_auth="${enable_auth}"
export basic_auth_credentials="${basic_auth_credentials}"
export auth_type="${auth_type}"
export token_auth_credentials="${token_auth_credentials}"
apt-get update -y
apt-get install -y ca-certificates curl gnupg lsb-release
mkdir -m 075... | chroma/examples/deployments/aws-terraform/startup.sh/0 | {
"file_path": "chroma/examples/deployments/aws-terraform/startup.sh",
"repo_id": "chroma",
"token_count": 828
} | 41 |
from langchain_community.document_loaders.html_bs import BSHTMLLoader
__all__ = ["BSHTMLLoader"]
| langchain/libs/langchain/langchain/document_loaders/html_bs.py/0 | {
"file_path": "langchain/libs/langchain/langchain/document_loaders/html_bs.py",
"repo_id": "langchain",
"token_count": 36
} | 529 |
{
"name": "tokenizers-win32-ia32-msvc",
"version": "0.13.4-rc1",
"os": [
"win32"
],
"cpu": [
"ia32"
],
"main": "tokenizers.win32-ia32-msvc.node",
"files": [
"tokenizers.win32-ia32-msvc.node"
],
"description": "Tokenizers platform specific bindings",
"keywords": [
"napi-rs",
"NA... | tokenizers/bindings/node/npm/win32-ia32-msvc/package.json/0 | {
"file_path": "tokenizers/bindings/node/npm/win32-ia32-msvc/package.json",
"repo_id": "tokenizers",
"token_count": 277
} | 441 |
import { TogetherAIEmbeddings } from "@langchain/community/embeddings/togetherai";
const embeddings = new TogetherAIEmbeddings({
apiKey: process.env.TOGETHER_AI_API_KEY, // Default value
modelName: "togethercomputer/m2-bert-80M-8k-retrieval", // Default value
});
const res = await embeddings.embedQuery(
"What w... | langchainjs/examples/src/embeddings/togetherai.ts/0 | {
"file_path": "langchainjs/examples/src/embeddings/togetherai.ts",
"repo_id": "langchainjs",
"token_count": 130
} | 860 |
import copy
import json
from typing import Any, Dict, List, Optional, Type, Union
import jsonpatch
from langchain_core.exceptions import OutputParserException
from langchain_core.output_parsers import (
BaseCumulativeTransformOutputParser,
BaseGenerationOutputParser,
)
from langchain_core.output_parsers.json i... | langchain/libs/langchain/langchain/output_parsers/openai_functions.py/0 | {
"file_path": "langchain/libs/langchain/langchain/output_parsers/openai_functions.py",
"repo_id": "langchain",
"token_count": 3645
} | 560 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2024 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/LI... | diffusers/examples/t2i_adapter/train_t2i_adapter_sdxl.py/0 | {
"file_path": "diffusers/examples/t2i_adapter/train_t2i_adapter_sdxl.py",
"repo_id": "diffusers",
"token_count": 23101
} | 229 |
from langchain_community.docstore.base import AddableMixin, Docstore
__all__ = ["Docstore", "AddableMixin"]
| langchain/libs/langchain/langchain/docstore/base.py/0 | {
"file_path": "langchain/libs/langchain/langchain/docstore/base.py",
"repo_id": "langchain",
"token_count": 35
} | 520 |
"""Pass input through a moderation endpoint."""
from typing import Any, Dict, List, Optional
from langchain_core.callbacks import CallbackManagerForChainRun
from langchain_core.pydantic_v1 import root_validator
from langchain_core.utils import get_from_dict_or_env
from langchain.chains.base import Chain
class OpenA... | langchain/libs/langchain/langchain/chains/moderation.py/0 | {
"file_path": "langchain/libs/langchain/langchain/chains/moderation.py",
"repo_id": "langchain",
"token_count": 1293
} | 464 |
from collections import Counter
import datasets
import transformers
from transformers.convert_slow_tokenizer import SLOW_TO_FAST_CONVERTERS
from transformers.utils import logging
logging.set_verbosity_info()
TOKENIZER_CLASSES = {
name: (getattr(transformers, name), getattr(transformers, name + "Fast")) for nam... | transformers/scripts/check_tokenizers.py/0 | {
"file_path": "transformers/scripts/check_tokenizers.py",
"repo_id": "transformers",
"token_count": 2563
} | 600 |
"""MutliOn Client API tools."""
from langchain_community.tools.multion.close_session import MultionCloseSession
from langchain_community.tools.multion.create_session import MultionCreateSession
from langchain_community.tools.multion.update_session import MultionUpdateSession
__all__ = ["MultionCreateSession", "Multion... | langchain/libs/langchain/langchain/tools/multion/__init__.py/0 | {
"file_path": "langchain/libs/langchain/langchain/tools/multion/__init__.py",
"repo_id": "langchain",
"token_count": 94
} | 593 |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/big_bird/convert_bigbird_original_tf_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/big_bird/convert_bigbird_original_tf_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 901
} | 570 |
search_performance:
collections:
-
server:
db_config.primary_path: /test/milvus/db_data_011/sift_10m_128_l2_hnsw
cache_config.cpu_cache_capacity: 32GB
engine_config.use_blas_threshold: 0
wal_enable: true
collection_name: sift_10m_128_l2
run_count: 2
top_ks: ... | milvus/tests/benchmark/milvus_benchmark/suites/011_cpu_search_sift10m_hnsw.yaml/0 | {
"file_path": "milvus/tests/benchmark/milvus_benchmark/suites/011_cpu_search_sift10m_hnsw.yaml",
"repo_id": "milvus",
"token_count": 561
} | 2,086 |
.. _Ref-Struct-Store:
Structured Index Configuration
==============================
Our structured indices are documented in :ref:`Ref-Indices-StructStore`.
Below, we provide a reference of the classes that are used to configure our structured indices.
.. automodule:: llama_index.core.utilities.sql_wrapper
:membe... | llama_index/docs/api_reference/struct_store.rst/0 | {
"file_path": "llama_index/docs/api_reference/struct_store.rst",
"repo_id": "llama_index",
"token_count": 174
} | 1,042 |
<!--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 applicable law or agreed... | transformers/docs/source/ja/main_classes/model.md/0 | {
"file_path": "transformers/docs/source/ja/main_classes/model.md",
"repo_id": "transformers",
"token_count": 3297
} | 542 |
<jupyter_start><jupyter_text>Recursive Retriever + Query Engine Demo In this demo, we walk through a use case of showcasing our "RecursiveRetriever" module over hierarchical data.The concept of recursive retrieval is that we not only explore the directly most relevant nodes, but also explorenode relationships to additi... | llama_index/docs/examples/query_engine/pdf_tables/recursive_retriever.ipynb/0 | {
"file_path": "llama_index/docs/examples/query_engine/pdf_tables/recursive_retriever.ipynb",
"repo_id": "llama_index",
"token_count": 2068
} | 1,128 |
"""Integration test for llm-based relevant doc filtering."""
from langchain_community.chat_models import ChatOpenAI
from langchain_core.documents import Document
from langchain.retrievers.document_compressors import LLMChainFilter
def test_llm_chain_filter() -> None:
texts = [
"What happened to all of my... | langchain/libs/langchain/tests/integration_tests/retrievers/document_compressors/test_chain_filter.py/0 | {
"file_path": "langchain/libs/langchain/tests/integration_tests/retrievers/document_compressors/test_chain_filter.py",
"repo_id": "langchain",
"token_count": 252
} | 584 |
# Testing mixed int8 quantization
The following is the recipe on how to effectively debug `bitsandbytes` integration on Hugging Face `transformers`.
## Library requirements
+ `transformers>=4.22.... | transformers/tests/quantization/bnb/README.md/0 | {
"file_path": "transformers/tests/quantization/bnb/README.md",
"repo_id": "transformers",
"token_count": 1405
} | 752 |
poetry_requirements(
name="poetry",
)
| llama_index/llama-index-integrations/llms/llama-index-llms-xinference/BUILD/0 | {
"file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-xinference/BUILD",
"repo_id": "llama_index",
"token_count": 18
} | 1,321 |
import inspect
import warnings
from typing import Any, Dict
import pytest
from langchain_core._api.deprecation import deprecated, warn_deprecated
from langchain_core.pydantic_v1 import BaseModel
@pytest.mark.parametrize(
"kwargs, expected_message",
[
(
{
"since": "1.0.0",... | langchain/libs/core/tests/unit_tests/_api/test_deprecation.py/0 | {
"file_path": "langchain/libs/core/tests/unit_tests/_api/test_deprecation.py",
"repo_id": "langchain",
"token_count": 5784
} | 402 |
#!/bin/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 may not... | milvus/tests/scripts/ci_logs.sh/0 | {
"file_path": "milvus/tests/scripts/ci_logs.sh",
"repo_id": "milvus",
"token_count": 1288
} | 1,979 |
// Licensed to the LF AI & Data foundation under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use th... | milvus/internal/querynodev2/collector/counter.go/0 | {
"file_path": "milvus/internal/querynodev2/collector/counter.go",
"repo_id": "milvus",
"token_count": 575
} | 2,040 |
# 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 law or ag... | milvus/internal/core/cmake/ThirdPartyPackages.cmake/0 | {
"file_path": "milvus/internal/core/cmake/ThirdPartyPackages.cmake",
"repo_id": "milvus",
"token_count": 1545
} | 1,638 |
poetry_requirements(
name="poetry",
)
| llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/BUILD/0 | {
"file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/BUILD",
"repo_id": "llama_index",
"token_count": 18
} | 1,647 |
""" DeiT - Data-efficient Image Transformers
DeiT model defs and weights from https://github.com/facebookresearch/deit, original copyright below
paper: `DeiT: Data-efficient Image Transformers` - https://arxiv.org/abs/2012.12877
paper: `DeiT III: Revenge of the ViT` - https://arxiv.org/abs/2204.07118
Modifications ... | pytorch-image-models/timm/models/deit.py/0 | {
"file_path": "pytorch-image-models/timm/models/deit.py",
"repo_id": "pytorch-image-models",
"token_count": 8300
} | 400 |
from llama_index.core.llama_pack import BaseLlamaPack
from llama_index.packs.streamlit_chatbot import StreamlitChatPack
def test_class():
names_of_base_classes = [b.__name__ for b in StreamlitChatPack.__mro__]
assert BaseLlamaPack.__name__ in names_of_base_classes
| llama_index/llama-index-packs/llama-index-packs-streamlit-chatbot/tests/test_packs_streamlit_chatbot.py/0 | {
"file_path": "llama_index/llama-index-packs/llama-index-packs-streamlit-chatbot/tests/test_packs_streamlit_chatbot.py",
"repo_id": "llama_index",
"token_count": 98
} | 1,732 |
python_sources()
python_requirements(
name="reqs",
)
| llama_index/llama-index-integrations/readers/llama-index-readers-file/llama_index/readers/file/image_deplot/BUILD/0 | {
"file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-file/llama_index/readers/file/image_deplot/BUILD",
"repo_id": "llama_index",
"token_count": 24
} | 1,316 |
import { RemoteRunnable } from "@langchain/core/runnables/remote";
const remoteChain = new RemoteRunnable({
// url: "https://your_hostname.com/path",
url: "https://chat-langchain-backend.langchain.dev/chat",
});
const logStream = await remoteChain.streamLog(
{
question: "What is a document loader?",
},
... | langchainjs/examples/src/ecosystem/langsmith_stream_log.ts/0 | {
"file_path": "langchainjs/examples/src/ecosystem/langsmith_stream_log.ts",
"repo_id": "langchainjs",
"token_count": 2224
} | 770 |
# LlamaIndex Docstore Integration: Redis Docstore
| llama_index/llama-index-integrations/storage/docstore/llama-index-storage-docstore-redis/README.md/0 | {
"file_path": "llama_index/llama-index-integrations/storage/docstore/llama-index-storage-docstore-redis/README.md",
"repo_id": "llama_index",
"token_count": 13
} | 1,491 |
package command
import (
"context"
"github.com/milvus-io/milvus/cmd/tools/migration/configs"
"github.com/milvus-io/milvus/cmd/tools/migration/console"
"github.com/milvus-io/milvus/cmd/tools/migration/migration"
)
func Run(c *configs.Config) {
ctx := context.Background()
runner := migration.NewRunner(ctx, c)
c... | milvus/cmd/tools/migration/command/run.go/0 | {
"file_path": "milvus/cmd/tools/migration/command/run.go",
"repo_id": "milvus",
"token_count": 347
} | 1,703 |
<jupyter_start><jupyter_code>%load_ext autoreload
%autoreload 2<jupyter_output>The autoreload extension is already loaded. To reload it, use:
%reload_ext autoreload<jupyter_text>DocugamiThis notebook covers how to load documents from `Docugami`. See [README](./README.md) for more details, and the advantages of using ... | llama_index/llama-index-integrations/readers/llama-index-readers-docugami/examples/docugami.ipynb/0 | {
"file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-docugami/examples/docugami.ipynb",
"repo_id": "llama_index",
"token_count": 2789
} | 1,285 |
# Copyright 2023-present the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or... | peft/src/peft/tuners/adalora/layer.py/0 | {
"file_path": "peft/src/peft/tuners/adalora/layer.py",
"repo_id": "peft",
"token_count": 6956
} | 334 |
.. _Ref-Storage-Docstore:
Document Store
=====================
.. automodule:: llama_index.core.storage.docstore
:members:
:inherited-members:
| llama_index/docs/api_reference/storage/docstore.rst/0 | {
"file_path": "llama_index/docs/api_reference/storage/docstore.rst",
"repo_id": "llama_index",
"token_count": 52
} | 1,117 |
# __package_name__
This package contains the LangChain integration with __ModuleName__
## Installation
```bash
pip install -U __package_name__
```
And you should configure credentials by setting the following environment variables:
* TODO: fill this out
## Chat Models
`Chat__ModuleName__` class exposes chat mode... | langchain/libs/cli/langchain_cli/integration_template/README.md/0 | {
"file_path": "langchain/libs/cli/langchain_cli/integration_template/README.md",
"repo_id": "langchain",
"token_count": 289
} | 198 |
# 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/models/test_modeling_common.py/0 | {
"file_path": "diffusers/tests/models/test_modeling_common.py",
"repo_id": "diffusers",
"token_count": 13953
} | 265 |
kind: NetworkChaos
apiVersion: chaos-mesh.org/v1alpha1
metadata:
name: test-minio-network-latency
namespace: chaos-testing
spec:
selector:
namespaces:
- chaos-testing
labelSelectors:
release: milvus-chaos
app: minio
mode: all
action: delay
delay:
latency: 200ms
correlation:... | milvus/tests/python_client/chaos/chaos_objects/network_latency/chaos_minio_network_latency.yaml/0 | {
"file_path": "milvus/tests/python_client/chaos/chaos_objects/network_latency/chaos_minio_network_latency.yaml",
"repo_id": "milvus",
"token_count": 217
} | 2,107 |
# ResNet-D
**ResNet-D** is a modification on the [ResNet](https://paperswithcode.com/method/resnet) architecture that utilises an [average pooling](https://paperswithcode.com/method/average-pooling) tweak for downsampling. The motivation is that in the unmodified ResNet, the [1×1 convolution](https://paperswithcode.co... | pytorch-image-models/docs/models/.templates/models/resnet-d.md/0 | {
"file_path": "pytorch-image-models/docs/models/.templates/models/resnet-d.md",
"repo_id": "pytorch-image-models",
"token_count": 3126
} | 332 |
"""Configuration file for the Sphinx documentation builder."""
# Configuration file for the Sphinx documentation builder.
#
# This file only contains a selection of the most common options. For a full
# list see the documentation:
# https://www.sphinx-doc.org/en/master/usage/configuration.html
# -- Path setup --------... | langchain/docs/api_reference/conf.py/0 | {
"file_path": "langchain/docs/api_reference/conf.py",
"repo_id": "langchain",
"token_count": 2064
} | 84 |
poetry_requirements(
name="poetry",
)
| llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/BUILD/0 | {
"file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/BUILD",
"repo_id": "llama_index",
"token_count": 18
} | 1,663 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/models/swinv2/convert_swinv2_timm_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/swinv2/convert_swinv2_timm_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3494
} | 750 |
"""Test chat model integration."""
from typing import List, Optional
from unittest.mock import Mock, call
import pytest
from ai21 import MissingApiKeyError
from ai21.models import ChatMessage, Penalty, RoleType
from langchain_core.messages import (
AIMessage,
BaseMessage,
HumanMessage,
SystemMessage,
)... | langchain/libs/partners/ai21/tests/unit_tests/test_chat_models.py/0 | {
"file_path": "langchain/libs/partners/ai21/tests/unit_tests/test_chat_models.py",
"repo_id": "langchain",
"token_count": 3441
} | 647 |
<!--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/training/kandinsky.md/0 | {
"file_path": "diffusers/docs/source/en/training/kandinsky.md",
"repo_id": "diffusers",
"token_count": 5045
} | 184 |
<jupyter_start><jupyter_text>Auto Merging RetrieverIn this notebook, we showcase our `AutoMergingRetriever`, which looks at a set of leaf nodes and recursively "merges" subsets of leaf nodes that reference a parent node beyond a given threshold. This allows us to consolidate potentially disparate, smaller contexts into... | llama_index/docs/examples/retrievers/auto_merging_retriever.ipynb/0 | {
"file_path": "llama_index/docs/examples/retrievers/auto_merging_retriever.ipynb",
"repo_id": "llama_index",
"token_count": 3028
} | 1,141 |
import { OpenAI } from "@langchain/openai";
import { PromptTemplate } from "@langchain/core/prompts";
import { CustomListOutputParser } from "@langchain/core/output_parsers";
// With a `CustomListOutputParser`, we can parse a list with a specific length and separator.
const parser = new CustomListOutputParser({ length... | langchainjs/examples/src/prompts/custom_list_parser.ts/0 | {
"file_path": "langchainjs/examples/src/prompts/custom_list_parser.ts",
"repo_id": "langchainjs",
"token_count": 389
} | 842 |
import { Runnable, type RunnableBatchOptions } from "./base.js";
import { IterableReadableStream } from "../utils/stream.js";
import type { RunnableConfig } from "./config.js";
export type RouterInput = {
key: string;
// eslint-disable-next-line @typescript-eslint/no-explicit-any
input: any;
};
/**
* A runnabl... | langchainjs/langchain-core/src/runnables/router.ts/0 | {
"file_path": "langchainjs/langchain-core/src/runnables/router.ts",
"repo_id": "langchainjs",
"token_count": 1252
} | 880 |
// Code generated by mockery v2.32.4. DO NOT EDIT.
package mocks
import (
context "context"
commonpb "github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
clientv3 "go.etcd.io/etcd/client/v3"
internalpb "github.com/milvus-io/milvus/internal/proto/internalpb"
milvuspb "github.com/milvus-io/milvus-proto/go-api... | milvus/internal/mocks/mock_querynode.go/0 | {
"file_path": "milvus/internal/mocks/mock_querynode.go",
"repo_id": "milvus",
"token_count": 22542
} | 1,947 |
export {
type FewShotPromptTemplateInput,
FewShotPromptTemplate,
type FewShotChatMessagePromptTemplateInput,
FewShotChatMessagePromptTemplate,
} from "@langchain/core/prompts";
| langchainjs/langchain/src/prompts/few_shot.ts/0 | {
"file_path": "langchainjs/langchain/src/prompts/few_shot.ts",
"repo_id": "langchainjs",
"token_count": 56
} | 913 |
<jupyter_start><jupyter_text>Bonus Unit 1: Let's train Huggy the Dog 🐶 to fetch a stick In this notebook, we'll reinforce what we learned in the first Unit by **teaching Huggy the Dog to fetch the stick and then play with it directly in your browser**⬇️ Here is an example of what **you will achieve at the end of the u... | deep-rl-class/notebooks/bonus-unit1/bonus-unit1.ipynb/0 | {
"file_path": "deep-rl-class/notebooks/bonus-unit1/bonus-unit1.ipynb",
"repo_id": "deep-rl-class",
"token_count": 3113
} | 152 |
import gc
import inspect
import random
import unittest
import numpy as np
import torch
from transformers import CLIPTextConfig, CLIPTextModel, CLIPTokenizer
from diffusers import (
AutoencoderKL,
LatentConsistencyModelImg2ImgPipeline,
LCMScheduler,
UNet2DConditionModel,
)
from diffusers.utils.testing_... | diffusers/tests/pipelines/latent_consistency_models/test_latent_consistency_models_img2img.py/0 | {
"file_path": "diffusers/tests/pipelines/latent_consistency_models/test_latent_consistency_models_img2img.py",
"repo_id": "diffusers",
"token_count": 4946
} | 280 |
from langchain_community.embeddings.dashscope import (
DashScopeEmbeddings,
)
__all__ = ["DashScopeEmbeddings"]
| langchain/libs/langchain/langchain/embeddings/dashscope.py/0 | {
"file_path": "langchain/libs/langchain/langchain/embeddings/dashscope.py",
"repo_id": "langchain",
"token_count": 40
} | 523 |
<!--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/callback.md/0 | {
"file_path": "diffusers/docs/source/en/using-diffusers/callback.md",
"repo_id": "diffusers",
"token_count": 1609
} | 193 |
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