graph TD %%{init: {'theme': 'mc','layout': 'elk'}}%% TextInput-9v0ms[<div><img alt="logo" src="/_astro/type.Dy26vmDy.svg" style="height: 20px !important;width: 20px !important"/></div>Text Input] style TextInput-9v0ms stroke:#a170ff GDriveFilesComponent-wnaii[<div><img alt="logo" src="/_astro/google_drive.wKmDsV2c.svg" style="height: 20px !important;width: 20px !important"/></div>Drive File Manager] style GDriveFilesComponent-wnaii stroke:#a170ff Prompt-knklq[<div><img alt="logo" src="/_astro/square-terminal.BMOXc-nZ.svg" style="height: 20px !important;width: 20px !important"/></div>Prompt] style Prompt-knklq stroke:#a170ff DeepseekModel-ael5s[Deepseek] style DeepseekModel-ael5s stroke:#a170ff TextInput-f3zh3[<div><img alt="logo" src="/_astro/type.Dy26vmDy.svg" style="height: 20px !important;width: 20px !important"/></div>Cantidad de preguntas a generar] style TextInput-f3zh3 stroke:#a170ff TextOutput-itzp7[<div><img alt="logo" src="/_astro/type.Dy26vmDy.svg" style="height: 20px !important;width: 20px !important"/></div>Text Output] style TextOutput-itzp7 stroke:#a170ff ParseData-yy97j[<div><img alt="logo" src="/_astro/braces.Djq0PW4_.svg" style="height: 20px !important;width: 20px !important"/></div>Extraer texto de documento] style ParseData-yy97j stroke:#a170ff TextInput-9v0ms -.- GDriveFilesComponent-wnaii linkStyle 0 stroke:#a170ff GDriveFilesComponent-wnaii -.- ParseData-yy97j linkStyle 1 stroke:#a170ff ParseData-yy97j -.- Prompt-knklq linkStyle 2 stroke:#a170ff TextInput-f3zh3 -.- Prompt-knklq linkStyle 3 stroke:#a170ff Prompt-knklq -.- DeepseekModel-ael5s linkStyle 4 stroke:#a170ff DeepseekModel-ael5s -.- TextOutput-itzp7 linkStyle 5 stroke:#a170ff

📄 Document‑Based Questions & Answers Workflow

🧩 Overview

This workflow automatically generates a set of comprehension questions and detailed answers from a source document stored in Google Drive. The user supplies a Drive file URL and the desired number of questions. The system extracts the file’s text, feeds it to a prompt template that formats the request for the AI model, and returns a Markdown‑formatted Q&A list.

⚙️ Main Features

Extracts text from PDFs or DOCX files hosted on Google Drive.
Accepts a dynamic number of questions specified by the user.
Uses a prompt template to structure the AI request in Spanish.
Generates high‑quality questions and answers via the Deepseek LLM.
Outputs the result directly in the Playground as formatted Markdown.

🔄 Workflow Steps

Component Name	Role in the Workflow	Key Inputs	Key Outputs
File URL Input	Captures the Google Drive link for the source file.	User‑supplied file URL.	Text (file URL).
Drive File Manager	Retrieves the file content from Google Drive.	File URL (from File URL Input), Operation = “Get”.	Data (file metadata + raw content).
Text Extractor	Converts the raw file data into plain text.	Data from Drive File Manager.	Text (extracted document content).
Prompt Template	Builds a Spanish prompt that includes the extracted text and the requested number of questions.	Document text, Number of questions.	Prompt Message (ready for the LLM).
Deepseek Model	Generates the Q&A text using the Deepseek chat model.	Prompt Message.	Generated Text (Markdown Q&A).
Text Output	Displays the final Markdown text in the Playground.	Generated Text.	Text (visible output).

Note: The “Number of questions” input is provided via a separate Text Input component and is consumed by the Prompt Template step.

🧠 Notes

The workflow requires valid OAuth credentials for Google Drive access.
The Deepseek model must be authenticated with a working API key stored in the environment.
The prompt template is written in Spanish; the output will also be in Spanish.
The final output is strictly Markdown, following the structure:

Pregunta 1: <question>
Respuesta a la pregunta 1: <answer>

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The number of questions must be an integer; non‑numeric input will result in an error.
If the Drive file cannot be retrieved (e.g., invalid URL, missing permissions), the workflow will terminate with a clear error message.
Empty or missing inputs are not processed; the workflow will skip the relevant steps and return no output.