Generative AI for RPA - Hands On!

Discover the foundations of RPA with generative AI, learn to prompt effectively, explore automation patterns, and connect AI models with RPA bots from Automation Anywhere, Whitepath, or Blue Prism.

Master actionable prompt engineering to drive better outputs from generative AI, emphasizing clarity and context. Set the format, define style and tone, and iterate with examples for RPA JSON results.

Explore three generative AI automation patterns—writer, analyst doer, and assistant—where LLMs draft emails, extract data from invoices, and answer questions. It applies across Automation Anywhere and Blue Prism.

Explore the four keys for successful generative AI deployment in RPA: context, models, actions, and trust. Learn how context grounding, fine-tuned models, pre-built actions, and governance enable reliable automation.

Connect rpa bots with generative ai models via API, avoiding slow UI steps and enabling direct, stable communication with OpenAI API and llms.

learn to leverage generative ai on your path automation platform, explore its offerings for generative ai, and see how to apply it in path bots and document processing.

Explore UiPath's autopilot features powered by generative AI, including code and workflow generation, app creation from documents, and testing, along with intelligent document processing and AI agents.

Create a UiPath account by choosing email, Google, or Microsoft sign-in, enter display name, country/region, and organization name, then use the iPad studio web version to explore generative AI activities.

Compare the UiPath generative ai activities package with other genai packages, noting how UiPath handles llms, api keys, and cost by ai units, plus context grounding.

Learn how to obtain an OpenAI API key by signing up on platform.openai, creating an organization, generating and saving the API key, and accessing API keys in the dashboard.

Learn to build iPad automations with OpenAI activities package in studio web, authenticating via API keys. Generate a travel itinerary for the Amazon rainforest and save it to Google Docs.

Explore how the iPad JNI GenAI activities package enables self-managing LMS workflows and rapid AI tasks like translation, sentiment analysis, language detection, image analysis, and context grounding in UiPath RPA.

Practice automating email responses by using a generative AI model to read customer inquiries and draft replies. Test and refine drafts using Gmail or Outlook triggers before sending.

Build a practical rpa workflow that triggers on new Gmail or Outlook emails, generates a response with a generative ai model, and saves it as a draft.

Explore the iPad AI trust layer to monitor, govern, and audit generative AI features across products via the Automation Cloud admin page, including third-party model policies and context grounding.

Learn how context grounding lets you upload your own data to make it LM ready, enabling embeddings, cosine similarity searches, and chat bots that answer from your knowledge base.

Explore how generative AI powers document processing on the iPad automation platform in this hands-on course, enabling document understanding, classifying documents, and extracting data from invoices, certificates, and loan applications.

Learn to build retrieval augmented generation (rag) using context grounding by ingesting data into a storage bucket, creating a business data index, and querying with a chatbot.

Explore the Whitepath marketplace for pre-built, generative AI accelerators and reusable components that speed up automation, including two-way matching, SAP user provisioning, and claims data extraction.

Set up your Automation Anywhere account and install the platform locally. Learn how Automation Anywhere offers generative AI capabilities and how to integrate these models into Automation Anywhere bots.

Explore generative AI offerings for RPA, including document automation with unstructured data extraction from emails and contracts, autopilot, copilot for automators, generative recorder, and AI agent studio.

Set up Automation Anywhere community edition by creating an account, receiving credentials, and logging in to install the bot, connect the local device, and enable browser extension in control room.

Explore how to integrate generative ai models in Automation Anywhere bots, authenticate with OpenAI, and use chat ai, prompt ai, and multimodal actions to classify documents for robotic process automation.

Install Blue Prism, complete the lab setup, and connect blueprint bots with generative AI models to explore integration in this module.

Set up the lab for Blue Prism by creating an account, installing the learning edition, and activating the license, then get ready to connect bots with generative AI models.

retrieve a Google Gemini API key by signing into Google, visiting AI Studio API key page, creating or selecting a cloud project, and saving the key securely for next lesson.

Integrate generative ai models into Blue Prism bots by installing the Google Gemini package. Configure dependencies and api key access, create a process, and generate content via prompts.

Learn how to integrate generative AI with RPA, covering basics, use cases, and prompt engineering, and apply it across automation platforms.