This collection helps expedite manual operations by integrating automations for personal productivity, cross-team collaboration, project and task management, customer relationship management.

Autopilot for everyone Automations

Embrace Generative AI-powered automations to revolutionize your business operations. Drive strategic insights propelling your organization to new heights of success.

Leverage Generative AI to Amplify Automation

Explore industry-specific Solution Accelerators automating complex data tasks for accuracy and efficiency across sectors.

Enhance Data Extraction with UiPath Document Processing

Step into the world of effortless automation with UiPath Studio Web, your web-based automation canvas.

Studio Web Templates

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UiPath use case accelerators are automation frameworks which are custom-built for specific use cases. These frameworks use best practices and pre-built components which can be modified, expanded, and 

Solution Accelerators

This collection offers tailored solutions for various industries. Customizable to your needs, these accelerators reduce manual tasks, boosting customer focus.

Let Generative AI Drive Day-to-Day Process Automation

These accelerators tackle claims processing pain points, ensuring faster turnarounds, higher accuracy, and superior customer service.

Accelerate Claims Processing with Intelligent OCR

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Discover the power of AI in breaking down language barriers, streamlining repetitive tasks, and automating data extraction.

Artificial Intelligence 

UiPath Integration Service seamlessly combines user interface (UI) and API automation.

UiPath Integration Service Connectors

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Dive into the world of advanced chatbots and virtual assistants to enhance customer interactions, streamline support, and drive engagement.

Conversational AI

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Easily configurable utilities for SAP interaction using BAPI, UiAutomation and SAP Scripting. Whether it's login, registration or grid operations, ensure speed & security with regularly updated packs.

BAPI、UiAutomation、SAP Scripting を使用した SAP 対話用の簡単に構成可能なユーティリティ。ログイン、登録、グリッド操作のいずれであっても、定期的に更新されるパックで速度とセキュリティを確保します。

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UiPath Process Mining provides out-of-the-box application templates for various processes and source systems, serving as a foundation for creating customized process apps to visualize your data.

UiPath Process Mining App Templates

Discover the transformative power of Intelligent Document Processing, an all-inclusive suite of cutting-edge tools, advanced technologies, and AI models seamlessly integrated with UiPath. 

Intelligent Document Processing

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Automate scheduling and routine tasks to optimize collaboration and enhance efficiency.

Meeting Management

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Supercharge your Excel workflows by unlocking the power of automation! 

Experience optimized data processing by automating tasks such as filtering, sorting, merging, and aggregating data. Save valuab

Data Automation in Excel

自動化の力を解き放ち、Excel ワークフローを強化しましょう。

データのフィルタリング、並べ替え、結合、集計などのタスクを自動化することで、最適化されたデータ処理を体験してください。貴重な時間を節約し、生産性を向上させ、完璧なデータ精度を簡単に確保します。

ファイル変換を簡単に合理化し、面倒な手動変換に別れを告げます。データを関係者とシームレスに共有し、好みのシステムやアプリケーションに統合

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Unlock the unparalleled synergy of advanced technologies and seamless teamwork in the cloud.

Explore the remarkable capabilities of Microsoft Office 365, and empower your team with the comprehensive 

360° Cloud Collaboration

クラウドでの先進テクノロジーとシームレスなチームワークの比類のない相乗効果を解き放ちます。

Microsoft Office 365 の優れた機能を探索し、Office アプリケーションの包括的なスイートでチームを強化し、あらゆるデバイス間での楽なコラボレーション、シームレスなドキュメント共有、および合理化されたコミュニケーションを促進します。

Google Cloud Platform がも

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Seamlessly blend the power of automation with the most popular communication tools of today. Elevate your business efficiency and enhance collaboration with some of the most popular applications avail

Chat and Video Conferencing

自動化の力と、今日最も人気のあるコミュニケーション ツールをシームレスに融合します。 Slack、Zoom、Teams、Kaizala などの最も人気のあるアプリケーションを使用して、ビジネスの効率を高め、コラボレーションを強化します。

日常的なタスクを自動化し、情報を簡単に共有し、チームの生産性を向上させ、グローバルなコラボレーションを促進し、言語の壁を打ち破り、ビデオ会議の包括性を高めます。

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Simplify your email-related tasks with these automations designed to enhance your productivity and efficiency. 

Seamlessly integrate with Microsoft Exchange and unlock a world of possibilities. Maxim

Email Management

生産性と効率性を高めるために設計されたこれらの自動化機能を使用して、電子メール関連のタスクを簡素化します。

Microsoft Exchange とシームレスに統合し、可能性の世界を解き放ちます。電子メールの自動化機能を最大限に活用し、メールボックスを管理し、Exchange サーバーと簡単に対話します。

Outlook エクスペリエンスをコントロールし、メール管理に革命をもたらします。電子メ

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UiPath’s vision for the “Automation First” era has led to the addition in its market-leading Enterprise RPA Platform of dedicated official out-of-the-box IT Automation capabilities that empower all co

IT Automation

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The Efficient Operations Management collection offers a carefully curated selection of automations tailored to boost efficiency, minimize manual effort, and guarantee seamless management of essential 

Efficient Operations Management 

Efficient Operations Management コレクションは、効率を高め、手作業を最小限に抑え、重要な運用のシームレスな管理を保証するためにカスタマイズされた自動化の厳選されたセレクションを提供します。

これらの自動化を活用すると、さまざまな可能性が広がります。たとえば、IBM Operational Decision Manager の機能を利用して意思決定プロセスを自動化お

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Enhance your document collaboration and revolutionize your workflows by seamlessly integrating powerful applications such as Microsoft 365, Adobe, and Dropbox to streamline your document management pr

Intelligent Document Collaboration 

Microsoft 365、Adobe、Dropbox などの強力なアプリケーションをシームレスに統合してドキュメント管理プロセスを合理化することで、ドキュメントのコラボレーションを強化し、ワークフローに革命をもたらします。

Excel ファイルから直接ドキュメント作成を自動化することで、貴重な時間と労力を節約します。自動生成の利便性を享受しながら、ドキュメント全体の正確さと一貫性を確保します。

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Whether you're a professional, student, or busy individual, this collection offers a range of automations to simplify your everyday tasks.

From automating the creation of presentations and documents 

User-Friendly Automation Toolbox

専門家、学生、または忙しい個人であっても、このコレクションは日常業務を簡素化するためのさまざまな自動化を提供します。

Excel ファイルに基づくプレゼンテーションやドキュメントの作成の自動化から、Mac での通貨サンプルの変換まで、このコレクションは幅広いニーズをカバーします。ドキュメントを簡単に印刷する必要がありますか?ご対応させていただきます。システムのシャットダウンを設定したり、フラッシ

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Get the best of both worlds - the power of UiPath and the expertise of our partners. Our hand-picked partner network offers a wide range of professional services to enhance your automation journey wit

Professional Services

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Unlock a world of enhanced capabilities, empowering you to seamlessly interact with PDF forms, extract specific pages, ensure the integrity of your PDF files, compare documents for differences, and ex

PDF Automation

強化された機能の世界を解放し、PDF フォームのシームレスな操作、特定のページの抽出、PDF ファイルの整合性の確保、ドキュメントの相違点の比較、および多数の PDF 処理タスクの実行を可能にします。

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Elevate your UiPath projects, and unlock unparalleled efficiency, scalability, and security. From building intelligent bots to automating document processing and performing advanced text analysis, to 

Popular Demand

UiPath プロジェクトを強化し、比類のない効率、拡張性、セキュリティを解放します。インテリジェントなボットの構築から文書処理の自動化、高度なテキスト分析の実行、自然言語処理と生成の組み込みまで、自動化への取り組みに革命をもたらし、生産性を向上させます。

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Experience blazing-fast document processing, take control of your workflows with seamless task and process management, say goodbye to the struggle of matching invoices and payments, gain comprehensive

New Arrivals

すべて自動化の助けを借りて、超高速のドキュメント処理を体験し、シームレスなタスクとプロセス管理でワークフローを制御し、請求書と支払いを照合する苦労に別れを告げ、ライセンスの使用状況に関する包括的な洞察を得ることができます。

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Tired of spending countless hours manually converting documents between different formats? Whether you need to convert a Word file to PDF, HTML, TXT, or even XML, these automations have got you covere

Document Format Conversion

ドキュメントを異なる形式間で手動で変換するのに膨大な時間を費やすことにうんざりしていませんか? Word ファイルを PDF、HTML、TXT、さらには XML に変換する必要がある場合でも、これらの自動化機能が役に立ちます。コンテンツをコピー＆ペーストしたり、フォーマットの問題に苦労したりして貴重な時間を無駄にする必要はもうありません。希望の出力形式を選択し、あとは自動化に任せるだけです。

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Simplify and optimize the flow of structured data within your organization with the help of activities like data transformation, validation, comparisons. By automating these tasks, data can be streaml

Structured Data Streamlining

データ変換、検証、比較などのアクティビティを利用して、組織内の構造化データのフローを簡素化し、最適化します。これらのタスクを自動化することで、データを合理化、標準化し、アクセスしやすくすることができ、効率的なデータ分析、レポート作成、意思決定のプロセスにつながります。

自動化ツールと技術を活用して、大量のデータを管理および処理するための体系的なアプローチのメリットを活用します。手動作業を削減して

Simplify your data management processes and unlock new levels of efficiency.

Text-Based Tabular Data Manipulations

Discover automations designed to revolutionize how you monitor and optimize the performance of your processes. 

Utilization Reporting and Monitoring

Transform your data into compelling visual representations, saving time and effort while delivering impactful insights.

Automated Charting and Graphing

Integrate automation into your workflows, and witness the transformative impact on your communication strategies.

Text Message Automation and Management

Unlock unparalleled task optimization and efficiency with our collection designed to streamline your workflow and supercharge productivity.

Task Optimization and Efficiency

Unlock the potential of your file management with this comprehensive collection designed to streamline workflows and optimize organization. 

File Organization and Control

Unlock the boundless potential of image processing and revolutionize your automation workflows with our exceptional collection. 

Image Processing

Experience the power of Automated Testing Frameworks collection, and revolutionize your software testing endeavors.

Automated Testing Frameworks

Revolutionize workflows with an automated suite for optimized processes and efficiency. Innovate password operations, enhance user experience, and streamline access management effortlessly.

Authentication Enhancers

With a focus on streamlining your IT operations and enhancing productivity, this collection offers a range of powerful features to elevate your organization's performance.

Office IT Workflows Automation

Explore the Language Translation collection, designed to expedite and enrich language translation processes.

Language Translation

Whether you're a seasoned globetrotter or planning your dream getaway, this collection will revolutionize the way you organize, plan, and enjoy your travels.

Travel and Vacation Planning

Whether you're looking to automate file transfers, synchronize data across multiple platforms, or manage cloud storage efficiently, this collection has you covered.

Online Storage and Sharing

Unlock the full potential of your automation projects today and revolutionize the way you handle string manipulation tasks.

String Manipulation

Experience simplified wage and tax statement processing, enabling swift generation and management of essential documents while adhering to regulatory standards.

Tax and Compliance Processing

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Are you looking to enhance your customer interactions, streamline operations, and boost overall efficiency?Discover the power of chatbots to revolutionize your business communications and leverage the advanced chatbot solutions based on industry-leading platforms such as UiPath, Dialogflow, Microsoft Bot Framework. With robust and scalable implementations, automate tasks, provide instant responses, and deliver personalized experiences to your customers 24/7.Embrace the future of customer engagement and operational efficiency

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This package contain one simple activity to make use of ChatGPT (gpt3.5-turbo model). 

  

You only need to fill in the body and system prompt as string, and receive an output string from the assistant. You will also need an API key, which is free in the beginning (but lasts for some time).

  

Get an API key here (once you have an account): https://platform.openai.com/account/api-keys. Enter the API key into the input argument.

  

All the work regarding the formatting of the JSON body and extraction of data from JSON is covered, so you can focus on the input and output.

This activity simplifies API Requests to Chat GPT (unofficial).

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Connecting RPA with AI skills has never been easier. Go back to processes that were previously RPA refused for problems that GPT solves.

  

This activity uses the UiPath Invoke Code activity to call the OpenAI GPT-3.5 model API with input parameters including the prompt, model name, maximum tokens, and API key. The workflow validates input parameters and logs relevant information using the Log Message activity. It catches exceptions and throws error messages with the relevant information if there is an error in the API call or JSON parsing.

  

**Input Parameters:**

*   Prompt - the text prompt for the GPT-3.5 model to generate the output.
*   ModelName - the name of the GPT-3.5 model to use for generating output.
*   MaxTokens - the maximum number of tokens to generate the model output.
*   APIKey - the API key for the OpenAI API, which is required for authentication and authorization.

**Output Parameters:**

  

Response: The generated text response from the GPT-3.5 model.

This library is used for calling OpenAI GPT-3.5 API with prompt, API key etc. Returns the generated response from GPT.

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This activity package has the ability to extract data from unstructured documents, but not limited to that. Simply drag the AskGPT activity, enter the questions you have in a list, and get the response!

Got a document that is unstructured? No problem! Ask GPT!

This activity package has the ability to extract data from unstructured documents, but it is not limited to that. Simply drag the AskGPT activity, enter the questions you have in a list, and get the response!

This activity package has the ability to extract data from unstructured documents, but it is not limited to that. Simply drag the AskGPT activity, enter the questions you have in a list, and get the response from the OpenAI GPT model!

Got a document that is unstructured? No problem! Ask OpenAI GPT!

The Ask GPT activity allows you to ask questions in natural language about the content of a document and get insightful answers from the GPT Large Language Model. The text of the document needs to be obtained using the Digitize Document Activity which is part of the IntelligentOCR.Activities package. The DocumentText output of Digitize Document Activity needs to be passed as an input to the Ask GPT activity. The other key input of Ask GPT is the list of questions. The GPT prompt is generated by UiPath behind the scenes, so you do not need to worry about generating the GPT Prompt.

  

For best results, it is critical to phrase your questions as explicitly and unambiguously as possible. For example, instead of "What type of agreement is this?" you will get much better results with a question like: "Is this document a Non Disclosure Agreement? Yes or no." 

  

Or if you expect an answer from a specific list of options, provide the list, and do not forget to include an "Other" option. "What currency is this financial document denominated in? Options: USD, EUR, GBP, JPY, CHF, Other. "

  

Keep in mind you can ask multiple questions at the same time, and it is often preferable to ask multiple simple Yes/No questions rather than one more complicated question with many possible answers. 

  

Also, GPT is not good at explicit logic or mathematical operations. So if you need to find whether the amount of a contract is over 1 million dolars, then instead of asking "Is this contract over 1 million dollars? Yes or no." you will get much better results if you ask " What is the amount of this contract, in dollars, as a number?" and then do the comparison to determine whether amount is over 1 million or not, as a separate operation in your workflow. 

  

**Data security**

  

The **Ask GPT** activity uses a GPT resource in Microsoft Azure which is the gold standard in enterprise readiness, and data privacy and security compliance. This activity **does NOT send data to OpenAI** or OpenAI services.

  

The **OpenAIConnectionScope** activity uses the OpenAI APIs, and requires you/the user to have an active subscription to OpenAI services and a valid API Key obtained from your OpenAI account. This activity **sends data to OpenAI services.**

  

**Support and Recommended Usage**

  

The GPT Activities package is not officially supported part of the UiPath platform. It is intended to be used for non-prod scenarios like demos, PoCs, pilot projects in order to help your customers become familiar with this revolutionary new AI technology and its capabilities and limitations. 

  

The Document Undertanding Product team is working to integrate a similar capabilities into the official Document Understanding product by end of June 2023.

Extract data from unstructured (free text) documents like Agreements, Contracts, Leases, Insurance Policies, Financial Reports, Scientific Papers or Technical Documentation, as well as Emails.

Ask GPTアクティビティを使用すると、ドキュメントの内容に関する自然言語での質問に対して、GPT Large Language Modelから洞察力のある回答を得ることができます。ドキュメントのテキストは、IntelligentOCR.ActivitiesパッケージのDigitize Documentアクティビティを使用して取得する必要があります。Digitize DocumentアクティビティのDocumentText出力をAsk GPTアクティビティの入力として渡す必要があります。Ask GPTのもう一つの主要な入力は、質問のリストです。GPTプロンプトはUiPathによって裏で生成されるため、GPTプロンプトを生成する必要はありません。  
最良の結果を得るためには、質問をできるだけ明確かつ曖昧さのない形で表現することが重要です。例えば、「この契約書の種類は何ですか？」の代わりに、「このドキュメントは秘密保持契約書ですか？はいまたはいいえ」といった質問の方がはるかに良い結果を得られます。  

また、特定のオプションリストから回答を期待する場合は、リストを提供し、「その他」のオプションを含めることを忘れないでください。「この財務文書の通貨は何ですか？オプション：USD、EUR、GBP、JPY、CHF、その他」。  
複数の質問を同時にすることができることを覚えておいて、多くの可能な答えを持つよりも、複数の単純なYes / No質問をする方が好ましい場合があることに注意してください。  
また、GPTは明示的なロジックや数学的な操作には向いていないため、契約の金額が100万ドルを超えているかどうかを調べる必要がある場合、"この契約は100万ドル以上ですか？はいまたはいいえ"の代わりに、"この契約の金額は、ドルで、数字として何ですか？"と質問し、その後、ワークフローの別の操作で金額が100万ドルを超えているかどうかを判断することが良い結果を得るための方法です。

  

**データセキュリティ**  

Ask GPTアクティビティは、エンタープライズレディネス、データプライバシー、セキュリティコンプライアンスにおいて標準となるMicrosoft AzureのGPTリソースを使用しています。このアクティビティはOpenAIまたはOpenAIサービスにデータを送信しません。  
一方、OpenAIConnectionScopeアクティビティはOpenAI APIを使用し、ユーザーはOpenAIのアカウントから有効なAPIキーを取得し、OpenAIサービスへデータを送信するためにアクティブなサブスクリプションを持っている必要があります。

  

**サポート＆推**

  

**奨利用**  
GPT Activitiesパッケージは、UiPathプラットフォームの正式にサポートされている部分ではありません。このパッケージは、デモ、PoC、パイロットプロジェクトなど、顧客がこの革新的なAI技術とその能力と制限に慣れるのを支援するために、非本番シナリオで使用することが意図されています。  
Document Understandingプロダクトチームは、2023年6月末までに公式のDocument Understanding製品に同様の機能を統合するために取り組んでいます。

契約書、賃貸契約書、保険証券、財務報告書、学術論文、技術文書などの構造化されていない（自由なテキスト形式の）ドキュメントからデータを抽出することができます。また、電子メールからも同様にデータを抽出することができます。

**DEPRECATION**

  

This capability is now available as an official part of the UiPath platform.

  

As a replacement for the OpenAIConnection Scope, we strongly recommend you use the Integration Service Connector, [see the official documentation page for details](https://docs.uipath.com/integration-service/automation-cloud/latest/user-guide/uipath-openai-openai).

  

In order to proces Unstructured Documents (contracts, agreements, leases, reports, etc.) you can now use the [Generative extractor through the Extract Document Data activity](https://docs.uipath.com/activities/other/latest/document-understanding/extract-document-data) as part of the DocumentUnderstanding.Activities package available for Cross Platform Projects in Studio and Studio Web. 

  

For those using Windows Projects in studio, we will also release Generative Extractor as part of the DocumentUnderstanding.ML.Activities during the month of September 2023. Please monitor the [Release Notes page for this package](https://docs.uipath.com/activities/other/latest/document-understanding/release-notes-documentunderstanding-ml-activities).

  

**Good Practice in formulating questions**

  

For best results, it is critical to phrase your questions as explicitly and unambiguously as possible. For example, instead of "What type of agreement is this?" you will get much better results with a question like: "Is this document a Non Disclosure Agreement? Yes or no." 

  

Or if you expect an answer from a specific list of options, provide the list, and do not forget to include an "Other" option. "What currency is this financial document denominated in? Options: USD, EUR, GBP, JPY, CHF, Other. "

  

Also, GPT will perform much better if you break down a question into steps like: "Find Termination Clause, then determine termination for cause cure/remediation period, then return period, in days, as a number. "

  

Keep in mind you can ask multiple questions at the same time, and it is often preferable to ask multiple simple Yes/No questions rather than one more complicated question with many possible answers. 

  

Also, GPT is not good at explicit logic or mathematical operations. So if you need to find whether the amount of a contract is over 1 million dolars, then instead of asking "Is this contract over 1 million dollars? Yes or no." you will get much better results if you ask " What is the amount of this contract, in dollars, as a number?" and then do the comparison to determine whether amount is over 1 million or not, as a separate operation in your workflow. 

  

**Data security**

  

The **Ask GPT** activity uses a GPT resource in Microsoft Azure which is the gold standard in enterprise readiness, and data privacy and security compliance. This activity **does NOT send data to OpenAI** or OpenAI services.

  

The **OpenAIConnectionScope** activity uses the OpenAI APIs, and requires you/the user to have an active subscription to OpenAI services and a valid API Key obtained from your OpenAI account. This activity **sends data to OpenAI services.**

  

**Support and Recommended Usage**

  

The GPT Activities package is not officially supported part of the UiPath platform. It is intended to be used for non-prod scenarios like demos, PoCs, pilot projects in order to help your customers become familiar with this revolutionary new AI technology and its capabilities and limitations. 

  

The Document Undertanding Product team is working to integrate a similar capabilities into the official Document Understanding product by end of June 2023.

**DEPRECATION**

  

This capability is now available as an official part of the UiPath platform.

  

As a replacement for the OpenAIConnection Scope, we strongly recommend you use the Integration Service Connector, [see the official documentation page for details](https://docs.uipath.com/integration-service/automation-cloud/latest/user-guide/uipath-openai-openai).

  

As a replacement for Ask GPT activity, you can now use the [Generative extractor through the Extract Document Data activity](https://docs.uipath.com/activities/other/latest/document-understanding/extract-document-data) as part of the DocumentUnderstanding.Activities package available for Cross Platform Projects in Studio and Studio Web. 

  

For those using Windows Projects in studio, we will also release Generative Extractor as part of the DocumentUnderstanding.ML.Activities during the month of September 2023. Please monitor the [Release Notes page for this package](https://docs.uipath.com/activities/other/latest/document-understanding/release-notes-documentunderstanding-ml-activities).

  

**Good Practice in formulating questions**

  

For best results, it is critical to phrase your questions as explicitly and unambiguously as possible. For example, instead of "What type of agreement is this?" you will get much better results with a question like: "Is this document a Non Disclosure Agreement? Yes or no." 

  

Or if you expect an answer from a specific list of options, provide the list, and do not forget to include an "Other" option. "What currency is this financial document denominated in? Options: USD, EUR, GBP, JPY, CHF, Other. "

  

Also, GPT will perform much better if you break down a question into steps like: "Find Termination Clause, then determine termination for cause cure/remediation period, then return period, in days, as a number. "

  

Keep in mind you can ask multiple questions at the same time, and it is often preferable to ask multiple simple Yes/No questions rather than one more complicated question with many possible answers. 

  

Also, GPT is not good at explicit logic or mathematical operations. So if you need to find whether the amount of a contract is over 1 million dolars, then instead of asking "Is this contract over 1 million dollars? Yes or no." you will get much better results if you ask " What is the amount of this contract, in dollars, as a number?" and then do the comparison to determine whether amount is over 1 million or not, as a separate operation in your workflow. 

  

**Data security**

  

The **Ask GPT** activity uses a GPT resource in Microsoft Azure which is the gold standard in enterprise readiness, and data privacy and security compliance. This activity **does NOT send data to OpenAI** or OpenAI services.

  

The **OpenAIConnectionScope** activity uses the OpenAI APIs, and requires you/the user to have an active subscription to OpenAI services and a valid API Key obtained from your OpenAI account. This activity **sends data to OpenAI services.**

  

**Support and Recommended Usage**

  

The GPT Activities package is not officially supported part of the UiPath platform. It is intended to be used for non-prod scenarios like demos, PoCs, pilot projects in order to help your customers become familiar with this revolutionary new AI technology and its capabilities and limitations. 

  

The Document Undertanding Product team is working to integrate a similar capabilities into the official Document Understanding product by end of June 2023.

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The DRUID chat bot brings conversation capabilities to UiPath robots and adds cognitive services to the DRUID chat bots.

We started from a POC idea in which we wanted to start RPA processes from Druid conversations and viceversa. Besides this, we needed to make sure that everything runs automated with no human intervention. Due to this requirement we started using the UiPath Orchestrator queues to push and consume conversation business related information. When developing our sample RPA processes to be triggered from a conversation we needed a way to send back to our Druid platform, the needed information for this trigger to happen. The idea of having a custom code activity emerged including a REST client triggering an API call to the Druid Platform.

The conversations are configured with the Conversation Designer in DRUID platform. No code required. Chatting with the bots is possible in Intranet web pages (land bot page, skype for business, skype, slack or even in Facebook).

The DRUID chat bot platform providing native integration with UiPath.

The complete, supported DRUID solution is available for purchase on Marketplace [here](https://marketplace.uipath.com/listings/druid-ai).

  

DRUID chatbot brings conversation capabilities to UiPath robots and adds cognitive services to DRUID chatbots.

  

We started from a POC idea in which we wanted to start RPA processes from Druid conversations and viceversa. Besides this, we needed to make sure that everything runs automated with no human intervention. Due to this requirement we started using UiPath Orchestrator queues to push and consume conversation business related information. When developing our sample RPA processes to be triggered from a conversation, we needed a way to send back to our Druid platform the required information for this trigger to happen. The idea of having a custom code activity emerged, including a REST client triggering an API call to the Druid Platform.

  

The conversations are configured with the Conversation Designer in DRUID platform. No code required. Chatting with the bots is possible in Intranet web pages (land bot page, Skype for business, Skype, Slack or even in Facebook).

The DRUID chatbot platform provides native integration with UiPath.

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**DRUID is an end-to-end platform for building conversational business applications and virtual assistants specialized in completing business tasks**. DRUID AI-driven virtual assistants know how to create or sign a contract, ask the right questions, integrate with existing or legacy applications, and can deliver an end-to-end conversational experience to complete a business task. This is light years away from regular chatbots that just ask simple questions or target a specific use case.

  

**DRUID brings together** **conversational AI**, **RPA technologies, and** **complex automations**, to connect to any existing or legacy enterprise systems and complete business tasks. With DRUID you gain access to a new way of delivering **end-to-end business applications**, not only conversational extensions to existing applications.

  

For example, a traditional implementation of a customer care solution or a customer onboarding application can take up to one year. With DRUID technology, you can **deliver** this in just **weeks** using conversational AI and AI technologies automation.

  

DRUID is **technology and industry agnostic.** It delivers a **unified low-code/no-code platform** that **empowers business users** without extensive IT knowledge to **build and deploy** comprehensive automations and **conversational business applications** to **any enterprise process**.

  

Moreover, you don’t have to start from scratch. **Hundreds of prebuild configurations** are already at your disposal in our extensive **solutions library**. With an upsurge in the skill sets and dozens of ready-made solutions, DRUID is our game-changing response to any modern organization that wants to challenge the new normal.

  

Welcome to the new era of Conversational Business Applications!

End-to-end platform for building conversational business applications and virtual assistants specialized in completing business tasks.

Sample HTTP Service implemented in JavaScript (depending on Node.JS) exposing a simple Chat interface, and interacting with Dialogflow to recognize user intents and transform them into queue items (pushed through the Orchestrator API).  

The sample also includes a workflow able to process such queue item in order to transform the user request into RPA actions and feedback.

  

This covers the whole chain, from chat interface, to Robot, with Orchestrator and NLP in between, to create a basic but functional and extensible RPA-enabled chatbot.

Sample integration with Dialogflow to create an RPA-enabled chatbot

RPA 対応チャットボットを作成するためのダイアログフローとのサンプル統合

JavaScript で実装された (Node.JS に依存)、単純なチャットインターフェイスを表示するサンプル HTTP サービス。DialogFlow と対話してユーザーの意図を認識し、キューアイテム (Orchestrator API によりプッシュ) に変換します。

このサンプルには、ユーザーの要求を RPA アクションとフィードバックに変換するためにキューアイテムを処理することのできるワークフローも含まれています。

このサンプルは、チャットインターフェイスから、Orchestrator と NLP を間に挟んでロボットに至るチェーン全体を網羅しており、基本的ながら機能的で拡張可能なRPA 対応のチャットボットを作成します。

Sample HTTP Service implemented in JavaScript (depending on Node.JS) exposing a simple Chat interface, and interacting with DialogFlow to recognize user intents and transform them into queue items (pushed through the Orchestrator API).

The sample also includes a workflow able to process such queue item in order to transform the user request into RPA actions and feedback.

This covers the whole chain, from chat interface to Robot, with Orchestrator and NLP in between, to create a basic but functional and extensible RPA-enabled chatbot.

Sample integration with Dialog flow to create an RPA-enabled chatbot

**This solution includes:**

*   Ready-to-use Bot Framework dialogs for RPA integration for both attended and unattended automation.
*   A sample chatbot that uses automation (also included) to help with time mundane tasks like looking for meeting times, collecting industry insights from trusted sources, and more.
*   A webchat interface via which the chatbot triggers attended automation.
*   A UiPath Assistant widget component that makes your Bot Framework based chatbot accessible right from Assistant.

**How it works:**

*   Unattended automations are triggered using Orchestrator APIs. A configurable polling mechansim monitors the process job and collects output. Further, a 'hold message' pattern has been implemented to improve user experience in cases of long running fulfillment.
*   Attended automations are triggered using the Robot JavaScript SDK and requires the use of the included webchat interface.
*   The UiPath Assistant widget component can be built with the UiPath Assistant plugin creator to create a custom widget that embeds the configured chatbot.

A comprehensive solution that provides pre-built unattended and attended RPA integration, a UiPath Assistant widget and a sample chatbot with automations to improve productivity.

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In this project, we have developed a versatile, reusable BOT that seamlessly interacts with the powerful **Chat GPT APIs**. This BOT can be employed in two distinct modes to streamline your workflow:

*   firstly, it can operate based on a configuration Excel file, which contains a comprehensive list of categories and associated questions. By leveraging the APIs, the BOT can **autonomously search** for the appropriate responses and append them to the same Excel file, in a designated new column. 
*   alternatively, the BOT can also be utilized with **arguments**, enabling users to receive prompt responses by simply passing the desired question.

Bot to extract answers for all the questions included in the Config File.

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Botshelf.ai, powered by Assist Digital, offers the cutting-edge Text Processing bots as part of our Bot as a Service platform.  
Specializing in hyperautomation, our AI-powered BOTs are designed to streamline document processing. From text recognition to fraud detection, our multilingual BOTs cater to all your automation needs.

  

The Text Processing activity includes the following specialized bot:

*   [Language Detector](https://developer.botshelf.ai/language-detector-bot-api-v1): Accurately recognizes the language from a given text.

The activity is exclusively accessible with an API Key.  
**Follow this** [**link**](https://form.jotform.com/230362777217357?codiceBot=Carta%20di%20circolazione%20ITA%20Extractor&ref=uipath) **to request your API Key**!

Unlock the power of clear text processing with accurate language recognition and analysis.