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azure-openai-samples/LICENSE_0_1070
MIT License Copyright (c) 2023 Azure Samples Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, dis...
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azure-openai-samples/CONTRIBUTING.md_0_3941
# Contributing to [project-title] This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microso...
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azure-openai-samples/LICENSE.md_0_1140
MIT License Copyright (c) Microsoft Corporation. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy,...
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azure-openai-samples/CHANGELOG.md_0_135
## [project-title] Changelog <a name="x.y.z"></a> # x.y.z (yyyy-mm-dd) *Features* * ... *Bug Fixes* * ... *Breaking Changes* * ...
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azure-openai-samples/README.md_0_5088
> [Note] > **This repository is a work in progress and will be updated frequently with changes.** # Azure OpenAI Service Samples This repo is a compilation of useful [Azure OpenAI Service](https://azure.microsoft.com/en-us/products/cognitive-services/openai-service) resources and code samples to help you get sta...
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azure-openai-samples/README.md_5088_13656
Important concepts and terminology #### Prompts & Completions The completions endpoint is the core component of the API service. This API provides access to the model's text-in, text-out interface. Users simply need to provide an input prompt containing the English text command, and the model will generate a text comp...
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azure-openai-samples/End_to_end_Solutions/EnterpriseChatGPT_WithRediSearch [LINK]README.md_0_406
# Azure OpenAI Embeddings QnA A simple web application for a OpenAI-enabled document search. This solution uses Azure OpenAI Service for creating embeddings vectors from documents. For answering the question of a user, it retrieves the most relevant document and then uses GPT-3 to extract the matching answer for the qu...
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azure-openai-samples/End_to_end_Solutions/README.md_0_1041
# End to End Solutions These are complete solutions for some use cases and industry scenarios. These include appropriate workflows and reference architectures, which can be easily customized and built into full scale production systems. | Sample | Language | | --- | --- | | [Azure OpenAI Search Demo](./AOAISearchDemo...
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azure-openai-samples/End_to_end_Solutions/Call_center_intelligence [LINK]/README.md_0_1252
# AI Powered Call Center Intelligence Accelerator The Call Center Intelligence Accelerator drives huge cost saving in call center operations while improving call center efficiency & customer satisfaction. It uses Azure Speech, Azure Language and Azure OpenAI (GPT-3) services to analyze call center transcrips, extract ...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/ReadMe.md_0_4678
# <span style="color:red">Important Note</span> Please expect frequent updates and development of this demo to adapt to the changes and development of OpenAI offering in Azure. Your feedback and contributions are welcome! <em>This demo doesn't have full coverage of the scenario, and is more highlighting ideas with ho...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/ReadMe.md_4678_12842
(Local) Here are the steps to run the solution locally: 1. Install Python 3.9 and setup a [python virtual environment](https://docs.python.org/3.9/library/venv.html) to use for this solution 2. Clone the repo 3. Create the required Azure Resources: - [Azure Bot](https://learn.microsoft.com/en-us/azure/bot-service/a...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/ReadMe.md_12842_17325
ow - The following figure shows an overview of the solution ![](./docs/AOAI_VA_Overview.png "Overview of the VA workflow") ## Workflow components * Topic Classifier: This is responsible to determine the topic of the user input. The topic not only includes the business-related concepts but extends to include iden...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/ReadMe.md_17325_22889
e Usage ![](./docs/conversation_example.png "Chatbot Conversation Example") For the above dialog and the current user input, the orchestrator fetches the user profile as well as the relevant information about home flood insurance, which include the * Reasons to buy flood insurance: 1. Standard homeown...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/config.py_0_1547
#!/usr/bin/env python3 # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. import os from dotenv import load_dotenv from azure.keyvault.secrets import SecretClient from azure.identity import DefaultAzureCredential load_dotenv() def get_secret_from_keyvault( key_name:str): ...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/orchestrator.py_0_3865
# Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. from data.chat_sessions.contracts.chat_session import DialogClassification from data.chat_sessions.contracts.chat_session import ParticipantType from tasks.chit_chat import ChitChat from tasks.topic_classifier import TopicCla...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/deployment.yaml_0_2381
trigger: branches: include: - main paths: include: - AOAIVirtualAssistant/src/botapp variables: # Azure Resource Manager connection created during pipeline creation azureServiceConnectionId: 'AZOAI_VA_ServiceConnection' # Web app name webAppName: 'aoai-va-botapp' # Agent VM image name vmI...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/main.py_0_951
#!/usr/bin/env python3 # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. from flask import Flask, request, jsonify from data.conversation_store import ConversationStore from orchestrator import Orchestrator from config import DefaultConfig app = Flask(__name__) orchestrator...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/requirements.txt_0_137
pyyaml requests tiktoken flask python-dotenv prefect==1.4.1 azure-identity azure-keyvault-secrets requests_oauthlib tenacity azure-cosmos
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/cognition/inputdata.yml_0_2681
data: auto_insurance_data: USER_INFO: | Insurer's name: J. Kirk Auto Insurance: Yes Auto Insurance deductible: $500 per incident Home Insurance: Yes Bundling: Yes Home Address: 100 Main Street, Seattle, WA Flood risk factor: 6 of 10 Own or rent current residence: Own C...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/cognition/config.yml_0_6781
models: topic-classifier: prompt: body: | Classify customer's question. Classify between category 1 to 6. Detailed Guidelines for how to choose: choose 1 if the question is about auto insurance premium. choose 2 if the question is about home flood insurance. ch...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/cognition/openai/model_manager.py_0_3908
from cognition.openai.api.client import OpenAIClient from cognition.openai.api.completions.request_params import OpenAICompletionsParams from cognition.openai.prompt import OpenAIPrompt, OpenAIPromptParameterSizeHandlerMethods from cognition.openai.prompt import OpenAIPrompt from utilities.yaml_reader import YAMLReader...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/cognition/openai/prompt.py_0_4542
from enum import Enum from typing import Optional """ Defines the possible size handlers for a given prompt parameter. """ class OpenAIPromptParameterSizeHandlerMethods(Enum): truncate = "truncate" none = "none" class OpenAIPromptSizeHandler(): def __init__(self, method: OpenAIPromptParameterSizeHandlerMe...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/cognition/openai/api/client.py_0_1948
import requests from tenacity import retry, stop_after_attempt, wait_exponential from cognition.openai.api.completions.response import OpenAICompletionsResponse, OpenAICompletionsResponseChoice from cognition.openai.api.completions.request_params import OpenAICompletionsParams """ Client class to make requests to Ope...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/cognition/openai/api/completions/request_params.py_0_525
class OpenAICompletionsParams: """ Defines the body params for an OpenAI completions request. """ def __init__(self, **kwargs): self.max_tokens = kwargs.get("max_tokens", 16) self.temperature = kwargs.get("temperature", 0.0) self.n = kwargs.get("n", 1) self.stream = kwarg...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/cognition/openai/api/completions/response.py_0_2313
from enum import Enum import json """ Defines the finish reasons for an Open AI completions response choice. """ class OpenAICompletionsFinishReasons(Enum): length = "length" stop = "stop" """ Defines the structure of an Open AI completions response choice. """ class OpenAICompletionsResponseChoice: def _...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/tasks/chit_chat.py_0_1726
import os from data.chat_sessions.contracts.chat_session import DialogClassification from cognition.openai.model_manager import OpenAIModelManager from config import DefaultConfig from data.chat_sessions.contracts.chat_session import ChatSession from data.user_profiles.api.manager_flat import UserProfileManagerFlat fr...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/tasks/auto_insurance.py_0_2257
import os from data.chat_sessions.contracts.chat_session import DialogClassification from data.chat_sessions.contracts.chat_session import ChatSession from data.faqs.contracts.faq import InsuranceType from cognition.openai.model_manager import OpenAIModelManager from utilities.model_input_convertor import ModelInputCo...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/tasks/end_conversation.py_0_966
import os from prefect import Task from cognition.openai.model_manager import OpenAIModelManager from data.conversation_store import ConversationStore from utilities.model_input_convertor import ModelInputConvertor from config import DefaultConfig class EndConversation(Task): def __init__(self, conversation_store...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/tasks/topic_classifier.py_0_1046
import os from prefect import Task from cognition.openai.model_manager import OpenAIModelManager from config import DefaultConfig class TopicClassifier(Task): def __init__(self, **kwargs): super().__init__(**kwargs) self.name = "topic-classifier" def run(self, query) -> str: open_ai_c...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/tasks/flood_insurance.py_0_2404
import os from data.chat_sessions.contracts.chat_session import DialogClassification from data.chat_sessions.contracts.chat_session import ChatSession from data.faqs.contracts.faq import InsuranceType from cognition.openai.model_manager import OpenAIModelManager from utilities.model_input_convertor import ModelInputCo...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/data/conversation_store.py_0_964
# # Todo: can mostly be removed post integration with cosmos. # from data.dialog_turn import DialogTurn from copy import deepcopy class ConversationStore: def __init__(self, **kwargs): self.dialog_turn_messages = kwargs.get("dialog_turn_messages", list()) def add_message(self, message): self....
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/data/dialog_turn.py_0_327
# # Todo: can mostly be removed post integration with cosmos. # class DialogTurn: def __init__(self, **kwargs): self.user_utterance = kwargs.get("user_utterance", "") self.agent_response = kwargs.get("agent_response", "") self.topic_classifier_response = kwargs.get("topic_classifier_response...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/data/model_classes.py_0_179
from enum import Enum class ModelClasses(Enum): AUTO_INSURANCE = "1" HOME_FLOOD_INSURANCE = "2" CHIT_CHAT = "4" ENDING_CONVERSATION = "5" CONTINUATION = "6"
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/data/chat_sessions/contracts/chat_session.py_0_2131
import datetime from enum import Enum from typing import List from copy import deepcopy class ParticipantType(Enum): user = "user" assistant = "assistant" class DialogClassification(Enum): chit_chat = "chit_chat" auto_insurance = "auto_insurance" flood_insurance = "flood_insurance" end_convers...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/data/chat_sessions/api/manager.py_0_5450
import datetime from typing import List, Optional from data.model_classes import ModelClasses from data.chat_sessions.contracts.chat_session import ChatSession, Dialog, DialogClassification, ParticipantType from data.cosmosdb.api.container import CosmosDBContainer from data.cosmosdb.utilities.property_item_reader impor...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/data/faqs/contracts/faq.py_0_745
from enum import Enum from typing import Optional class InsuranceType(Enum): auto = "auto" home = "home" flood = "flood" renters = "renters" life = "life" """ Object representing all the information regarding a specific kind of insurance. """ class InsuranceInformation(): def __init__(self, re...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/data/faqs/api/manager.py_0_1379
from typing import Optional from data.faqs.contracts.faq import InsuranceInformation from data.faqs.contracts.faq import FAQ, InsuranceType from data.cosmosdb.utilities.property_item_reader import read_item_property_with_type from data.cosmosdb.api.container import CosmosDBContainer """ Manager API for retrieving insu...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/data/cosmosdb/api/container.py_0_2662
import os from typing import Any, Dict, List, Optional from azure.cosmos import CosmosClient, PartitionKey from azure.cosmos.exceptions import CosmosHttpResponseError from config import DefaultConfig class CosmosDBContainer: def __init__(self, database_name: str, container_name: str, partition_key: str, unique_key...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/data/cosmosdb/utilities/property_item_reader.py_0_1418
from typing import Any, Callable, List, Optional def read_item_property_with_type(item: dict, property_name: str, expected_value_type: Any, object: Any, converter: Optional[Callable] = None, nullable: bool = False) -> Any: property = _get_property_from_item(item, property_name, object) if converter is not None...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/data/user_profiles/contracts/user_profile.py_0_3651
import datetime from enum import Enum from typing import List, Optional from data.faqs.contracts.faq import InsuranceType class AutoInsuranceClaim(): def __init__(self, claim_date: datetime.date, claim_amount: float, claim_reason: str): self.claim_date = claim_date self.claim_amount = claim_amount ...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/data/user_profiles/contracts/user_profile_flat.py_0_3490
import datetime from typing import List from data.user_profiles.contracts.user_profile import AutoInsuranceClaim """ Object representing a flat-structure user profile. """ class UserProfileFlat: def __init__(self, user_id: str, user_name: str, home_address: str, customer_since: datetime.date, auto_insurance: bool,...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/data/user_profiles/api/manager_flat.py_0_4398
import datetime from typing import List, Optional from data.user_profiles.contracts.user_profile_flat import UserProfileFlat from data.user_profiles.contracts.user_profile import AutoInsuranceClaim from data.cosmosdb.api.container import CosmosDBContainer from data.cosmosdb.utilities.property_item_reader import read_it...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/data/user_profiles/api/manager.py_0_6220
import datetime from typing import List, Optional from data.faqs.contracts.faq import InsuranceType from data.user_profiles.contracts.user_profile import AutoInsuranceClaim, AutoInsuranceProperties, FloodInsuranceProperties, HomeInsuranceProperties, PropertyStatus, UserProfile from data.cosmosdb.api.container import Co...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botapp/utilities/model_input_convertor.py_0_307
class ModelInputConvertor: @staticmethod def model_input_convertor(transcript): input_output_list = list() for message in transcript: if len(message.utterance) > 0: input_output_list.append("user\n" + message.utterance) return input_output_list
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import yaml class YAMLReader: @staticmethod def read_yaml(file_path) -> dict: with open(file_path, "r") as f: return yaml.safe_load(f)
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// Unobtrusive validation support library for jQuery and jQuery Validate // Copyright (c) .NET Foundation. All rights reserved. // Licensed under the Apache License, Version 2.0. See License.txt in the project root for license information. // @version v3.2.11 /*jslint white: true, browser: true, onevar: true, undef: t...
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(function (factory) { if (typeof define === 'function' && define.amd) { // AMD. Register as an anonymous module. define("jquery.validate.unobtrusive", ['jquery-validation'], factory); } else if (typeof module === 'object' && module.exports) { // CommonJS-like environments that support mo...
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adapters.add = function (adapterName, params, fn) { /// <summary>Adds a new adapter to convert unobtrusive HTML into a jQuery Validate validation.</summary> /// <param name="adapterName" type="String">The name of the adapter to be added. This matches the name used /// in the data-val-nnnn HTML a...
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// Unobtrusive validation support library for jQuery and jQuery Validate // Copyright (c) .NET Foundation. All rights reserved. // Licensed under the Apache License, Version 2.0. See License.txt in the project root for license information. // @version v3.2.11 !function(a){"function"==typeof define&&define.amd?define("j...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botwebapp/Bot.Web/wwwroot/lib/jquery-validation/LICENSE.md_0_1095
The MIT License (MIT) ===================== Copyright Jörn Zaefferer Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, mod...
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azure-openai-samples/End_to_end_Solutions/AOAIVirtualAssistant/src/botwebapp/Bot.Web/wwwroot/lib/bootstrap/LICENSE_0_1131
The MIT License (MIT) Copyright (c) 2011-2018 Twitter, Inc. Copyright (c) 2011-2018 The Bootstrap Authors Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without li...
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@page @model PrivacyModel @{ ViewData["Title"] = "Privacy Policy"; } <h1>@ViewData["Title"]</h1> <p>Use this page to detail your site's privacy policy.</p> <!DOCTYPE html>
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End of preview. Expand in Data Studio

langchain-corpus-2024

LangChain documentation corpus from October 2024 snapshot. Contains chunked documentation with metadata for retrieval tasks.

Dataset Structure

Each entry in the dataset contains:

  • _id: Unique identifier for the document chunk
  • text: The text content of the chunk
  • metadata: Dictionary containing:
    • end_byte: End byte position in the original file
    • start_byte: Start byte position in the original file
    • url: GitHub URL to the source file

Usage

from datasets import load_dataset

dataset = load_dataset("ngkuissi/langchain-corpus-2024")

Source

This dataset was created from GitHub repository snapshots.

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