Back to Catalog

Transform meeting transcripts into AI-generated presentations with Google Slides & Flux

JosephJoseph
802 views
2/3/2026
Official Page

Transform meeting transcripts into fully customized, AI-powered presentations automatically. This comprehensive 5-workflow automation system analyzes client conversations and generates professional slide decks complete with personalized content and AI-generated illustrations.

🎯 What This Automation Does

This end-to-end solution takes a meeting transcript (Google Docs) and client information as input, then automatically:

  • Creates a presentation from your custom template
  • Generates a strategic presentation plan tailored to the client's needs
  • Creates custom illustrations using AI image generation
  • Populates slides with personalized text content
  • Inserts generated images into the appropriate slides
  • Delivers a client-ready presentation

Perfect for sales teams, consultants, agencies, and anyone who needs to create customized presentations at scale.

🔧 How It Works

The automation is split into 5 interconnected workflows:

Workflow 1: Clone Presentation & Database Setup

  • Form trigger captures client name, transcript URL, and submission time
  • Clones your presentation template via Google Slides API
  • Saves presentation details to Google Sheets for tracking

Workflow 2: AI Presentation Plan Generation

  • Analyzes meeting transcript to understand client pain points
  • Generates comprehensive presentation structure and content strategy
  • Saves plan to Google Docs for review and tracking
  • Uses company profile (customizable) to match solutions to client needs

Workflow 3: AI Illustration Generation

  • AI agent creates image prompts based on presentation plan
  • Generates illustrations using Flux model via OpenRouter (nanobanana)
  • Uploads images to Google Drive for slide insertion
  • Tracks all generated assets in database

Workflow 4: Text Content Population

  • AI agent generates final presentation text from the plan
  • Replaces template placeholders with personalized content
  • Uses Object IDs to target specific text elements in slides
  • Updates slides using native n8n Google Slides node

Workflow 5: Image Insertion

  • Retrieves image Object IDs from presentation structure
  • Downloads illustrations from Google Drive
  • Converts images for ImgBB hosting (resolves Google Drive URL limitations)
  • Updates slide images via Google Slides API

📋 Prerequisites

Required Accounts & API Keys:

  • Google Workspace (Drive, Slides, Docs)
  • OpenAI API (for AI agents)
  • OpenRouter API (for Flux image generation)
  • ImgBB API (free tier available)
  • Gemini API (optional, for additional AI tasks)

Setup Requirements:

  • Google Sheets database (template provided in article and inside the workflow)
  • Google Slides presentation template with standard Object IDs
  • Meeting transcript in Google Docs format

🎨 Customization Options

This automation is designed to be flexible:

  • Template Flexibility: Use any slide template structure
  • Company Profile: Customize the business context for your use case
  • AI Models: Swap OpenAI/Gemini agents for your preferred LLM
  • Image Generation: Replace Flux with DALL-E, Midjourney API, or other models
  • Slide Logic: Extend to dynamically select slides based on content needs

💡 Key Technical Insights

  • Structured Output Handling: Uses JavaScript for reliable JSON parsing when AI output structure is complex
  • Object ID System: Template placeholders use unique IDs for precise element targeting
  • Image Hosting Workaround: ImgBB resolves Google Drive direct URL limitations in API calls
  • HTTP Request Nodes: Used for API operations not covered by native n8n nodes (copying presentations, image updates)

🔗 Full Documentation

For a detailed breakdown of each workflow, configuration steps, and best practices, read the complete guide on this Medium article

🚀 Use Cases

  • Sales Teams: Auto-generate pitch decks from discovery calls
  • Consulting Firms: Create client proposals from needs assessments
  • Marketing Agencies: Build campaign presentations from strategy sessions
  • Product Teams: Transform user research into stakeholder presentations
  • Training & Education: Convert session notes into learning materials

⚠️ Important Notes

  • Template must use consistent Object IDs for automation to work
  • Google Drive images require ImgBB hosting for reliable URL access
  • AI agent output structure is complex; JavaScript parsing recommended
  • Rate limits apply for API services (especially image generation)

📦 Resources & Templates

API Services (Get Your Keys Here)

Templates & Examples

💡 Tip: Make copies of all templates before using them in your workflows!


Have questions or improvements? Connect with me:

  • X (Twitter): @juppfy
  • Email: joseph@uppfy.com

P.S: I'd love to hear how you adapt this for your workflow!

Transform Meeting Transcripts into AI-Generated Presentations with Google Slides

This n8n workflow automates the process of converting meeting transcripts into structured data, generating presentation content using an AI agent, and then creating a Google Slides presentation from that content. It streamlines the creation of presentations from raw meeting notes, saving time and effort.

What it does

  1. Triggers on Form Submission: The workflow starts when a form is submitted, likely containing a meeting transcript.
  2. Extracts Transcript from File: It takes the submitted file (presumably a text or document file containing the transcript) and extracts its content.
  3. Prepares Data for AI: The extracted transcript is then processed by a Code node to format it for the AI agent.
  4. Generates Presentation Content with AI: An AI Agent (configured with an OpenAI Chat Model) analyzes the transcript and generates structured presentation content (e.g., title, slides with bullet points) based on a defined schema.
  5. Parses AI Output: A Structured Output Parser node converts the AI-generated content into a usable JSON format.
  6. Creates Google Slides Presentation: The parsed content is then used to create a new Google Slides presentation, populating it with the generated title and slide content.
  7. Uploads to Google Drive: The newly created Google Slides presentation is uploaded to a specified folder in Google Drive.
  8. Records in Google Sheets: The workflow also records details of the generated presentation (e.g., title, Google Drive link) into a Google Sheet.
  9. Waits (Optional/Placeholder): A Wait node is included, which could be used for rate limiting or to introduce a delay if subsequent actions require it.

Prerequisites/Requirements

To use this workflow, you will need:

  • n8n Instance: A running n8n instance.
  • Google Account: With access to Google Drive, Google Slides, and Google Sheets.
    • Google OAuth2 Credentials: Configured in n8n for Google Drive, Google Slides, and Google Sheets.
  • OpenAI API Key: For the OpenAI Chat Model used by the AI Agent. Alternatively, a Google Gemini API Key if you switch to the Google Gemini Chat Model.
  • A Form Submission Mechanism: The workflow is triggered by an n8n Form Trigger. You will need to create and share this form.

Setup/Usage

  1. Import the Workflow: Download the JSON provided and import it into your n8n instance.
  2. Configure Credentials:
    • Set up your Google OAuth2 credentials for Google Drive, Google Slides, and Google Sheets.
    • Set up your OpenAI API key credential (or Google Gemini API key if you switch the model).
  3. Configure Nodes:
    • On form submission (Trigger): Ensure this form is configured to receive the meeting transcript file.
    • Extract from File: Verify the settings for extracting content from your expected transcript file type.
    • Code: Review and adjust the JavaScript code if your input transcript format or desired AI prompt structure changes.
    • AI Agent:
      • Ensure the "OpenAI Chat Model" (or "Google Gemini Chat Model" if swapped) is selected and configured with your API key.
      • Review the "Prompt" and "Tools" to ensure the AI generates the desired presentation structure.
    • Structured Output Parser: Verify the schema matches the expected output from the AI Agent.
    • Google Slides: Configure the "Create" operation, specifying the parent folder ID in Google Drive, and mapping the AI-generated title and slide content.
    • Google Drive: Configure the "Upload" operation, specifying the target folder ID for the presentation.
    • Google Sheets: Configure the "Append Row" operation, specifying your spreadsheet ID and sheet name, and mapping the relevant data (e.g., presentation title, Google Drive URL).
    • Wait: Adjust the delay if necessary, or remove it if not needed.
  4. Activate the Workflow: Once configured, activate the workflow.
  5. Submit a Form: Use the URL provided by the "On form submission" trigger node to submit a meeting transcript file and test the workflow.

Related Templates

AI-powered code review with linting, red-marked corrections in Google Sheets & Slack

Advanced Code Review Automation (AI + Lint + Slack) Who’s it for For software engineers, QA teams, and tech leads who want to automate intelligent code reviews with both AI-driven suggestions and rule-based linting — all managed in Google Sheets with instant Slack summaries. How it works This workflow performs a two-layer review system: Lint Check: Runs a lightweight static analysis to find common issues (e.g., use of var, console.log, unbalanced braces). AI Review: Sends valid code to Gemini AI, which provides human-like review feedback with severity classification (Critical, Major, Minor) and visual highlights (red/orange tags). Formatter: Combines lint and AI results, calculating an overall score (0–10). Aggregator: Summarizes results for quick comparison. Google Sheets Writer: Appends results to your review log. Slack Notification: Posts a concise summary (e.g., number of issues and average score) to your team’s channel. How to set up Connect Google Sheets and Slack credentials in n8n. Replace placeholders (<YOURSPREADSHEETID>, <YOURSHEETGIDORNAME>, <YOURSLACKCHANNEL_ID>). Adjust the AI review prompt or lint rules as needed. Activate the workflow — reviews will start automatically whenever new code is added to the sheet. Requirements Google Sheets and Slack integrations enabled A configured AI node (Gemini, OpenAI, or compatible) Proper permissions to write to your target Google Sheet How to customize Add more linting rules (naming conventions, spacing, forbidden APIs) Extend the AI prompt for project-specific guidelines Customize the Slack message formatting Export analytics to a dashboard (e.g., Notion or Data Studio) Why it’s valuable This workflow brings realistic, team-oriented AI-assisted code review to n8n — combining the speed of automated linting with the nuance of human-style feedback. It saves time, improves code quality, and keeps your team’s review history transparent and centralized.

higashiyama By higashiyama
90

Automate RSS to social media pipeline with AI, Airtable & GetLate for multiple platforms

Overview Automates your complete social media content pipeline: sources articles from Wallabag RSS, generates platform-specific posts with AI, creates contextual images, and publishes via GetLate API. Built with 63 nodes across two workflows to handle LinkedIn, Instagram, and Bluesky—with easy expansion to more platforms. Ideal for: Content marketers, solo creators, agencies, and community managers maintaining a consistent multi-platform presence with minimal manual effort. How It Works Two-Workflow Architecture: Content Aggregation Workflow Monitors Wallabag RSS feeds for tagged articles (to-share-linkedin, to-share-instagram, etc.) Extracts and converts content from HTML to Markdown Stores structured data in Airtable with platform assignment AI Generation & Publishing Workflow Scheduled trigger queries Airtable for unpublished content Routes to platform-specific sub-workflows (LinkedIn, Instagram, Bluesky) LLM generates optimized post text and image prompts based on custom brand parameters Optionally generates AI images and hosts them on Imgbb CDN Publishes via GetLate API (immediate or draft mode) Updates Airtable with publication status and metadata Key Features: Tag-based content routing using Wallabag's native system Swappable AI providers (Groq, OpenAI, Anthropic) Platform-specific optimization (tone, length, hashtags, CTAs) Modular design—duplicate sub-workflows to add new platforms in \~30 minutes Centralized Airtable tracking with 17 data points per post Set Up Steps Setup time: \~45-60 minutes for initial configuration Create accounts and get API keys (\~15 min) Wallabag (with RSS feeds enabled) GetLate (social media publishing) Airtable (create base with provided schema—see sticky notes) LLM provider (Groq, OpenAI, or Anthropic) Image service (Hugging Face, Fal.ai, or Stability AI) Imgbb (image hosting) Configure n8n credentials (\~10 min) Add all API keys in n8n's credential manager Detailed credential setup instructions in workflow sticky notes Set up Airtable database (\~10 min) Create "RSS Feed - Content Store" base Add 19 required fields (schema provided in workflow sticky notes) Get Airtable base ID and API key Customize brand prompts (\~15 min) Edit "Set Custom SMCG Prompt" node for each platform Define brand voice, tone, goals, audience, and image preferences Platform-specific examples provided in sticky notes Configure platform settings (\~10 min) Set GetLate account IDs for each platform Enable/disable image generation per platform Choose immediate publish vs. draft mode Adjust schedule trigger frequency Test and deploy Tag test articles in Wallabag Monitor the first few executions in draft mode Activate workflows when satisfied with the output Important: This is a proof-of-concept template. Test thoroughly with draft mode before production use. Detailed setup instructions, troubleshooting tips, and customization guidance are in the workflow's sticky notes. Technical Details 63 nodes: 9 Airtable operations, 8 HTTP requests, 7 code nodes, 3 LangChain LLM chains, 3 RSS triggers, 3 GetLate publishers Supports: Multiple LLM providers, multiple image generation services, unlimited platforms via modular architecture Tracking: 17 metadata fields per post, including publish status, applied parameters, character counts, hashtags, image URLs Prerequisites n8n instance (self-hosted or cloud) Accounts: Wallabag, GetLate, Airtable, LLM provider, image generation service, Imgbb Basic understanding of n8n workflows and credential configuration Time to customize prompts for your brand voice Detailed documentation, Airtable schema, prompt examples, and troubleshooting guides are in the workflow's sticky notes. Category Tags social-media-automation, ai-content-generation, rss-to-social, multi-platform-posting, getlate-api, airtable-database, langchain, workflow-automation, content-marketing

Mikal Hayden-GatesBy Mikal Hayden-Gates
188

Ai website scraper & company intelligence

AI Website Scraper & Company Intelligence Description This workflow automates the process of transforming any website URL into a structured, intelligent company profile. It's triggered by a form, allowing a user to submit a website and choose between a "basic" or "deep" scrape. The workflow extracts key information (mission, services, contacts, SEO keywords), stores it in a structured Supabase database, and archives a full JSON backup to Google Drive. It also features a secondary AI agent that automatically finds and saves competitors for each company, building a rich, interconnected database of company intelligence. --- Quick Implementation Steps Import the Workflow: Import the provided JSON file into your n8n instance. Install Custom Community Node: You must install the community node from: https://www.npmjs.com/package/n8n-nodes-crawl-and-scrape FIRECRAWL N8N Documentation https://docs.firecrawl.dev/developer-guides/workflow-automation/n8n Install Additional Nodes: n8n-nodes-crawl-and-scrape and n8n-nodes-mcp fire crawl mcp . Set up Credentials: Create credentials in n8n for FIRE CRAWL API,Supabase, Mistral AI, and Google Drive. Configure API Key (CRITICAL): Open the Web Search tool node. Go to Parameters → Headers and replace the hardcoded Tavily AI API key with your own. Configure Supabase Nodes: Assign your Supabase credential to all Supabase nodes. Ensure table names (e.g., companies, competitors) match your schema. Configure Google Drive Nodes: Assign your Google Drive credential to the Google Drive2 and save to Google Drive1 nodes. Select the correct Folder ID. Activate Workflow: Turn on the workflow and open the Webhook URL in the “On form submission” node to access the form. --- What It Does Form Trigger Captures user input: “Website URL” and “Scraping Type” (basic or deep). Scraping Router A Switch node routes the flow: Deep Scraping → AI-based MCP Firecrawler agent. Basic Scraping → Crawlee node. Deep Scraping (Firecrawl AI Agent) Uses Firecrawl and Tavily Web Search. Extracts a detailed JSON profile: mission, services, contacts, SEO keywords, etc. Basic Scraping (Crawlee) Uses Crawl and Scrape node to collect raw text. A Mistral-based AI extractor structures the data into JSON. Data Storage Stores structured data in Supabase tables (companies, company_basicprofiles). Archives a full JSON backup to Google Drive. Automated Competitor Analysis Runs after a deep scrape. Uses Tavily web search to find competitors (e.g., from Crunchbase). Saves competitor data to Supabase, linked by company_id. --- Who's It For Sales & Marketing Teams: Enrich leads with deep company info. Market Researchers: Build structured, searchable company databases. B2B Data Providers: Automate company intelligence collection. Developers: Use as a base for RAG or enrichment pipelines. --- Requirements n8n instance (self-hosted or cloud) Supabase Account: With tables like companies, competitors, social_links, etc. Mistral AI API Key Google Drive Credentials Tavily AI API Key (Optional) Custom Nodes: n8n-nodes-crawl-and-scrape --- How It Works Flow Summary Form Trigger: Captures “Website URL” and “Scraping Type”. Switch Node: deep → MCP Firecrawler (AI Agent). basic → Crawl and Scrape node. Scraping & Extraction: Deep path: Firecrawler → JSON structure. Basic path: Crawlee → Mistral extractor → JSON. Storage: Save JSON to Supabase. Archive in Google Drive. Competitor Analysis (Deep Only): Finds competitors via Tavily. Saves to Supabase competitors table. End: Finishes with a No Operation node. --- How To Set Up Import workflow JSON. Install community nodes (especially n8n-nodes-crawl-and-scrape from npm). Configure credentials (Supabase, Mistral AI, Google Drive). Add your Tavily API key. Connect Supabase and Drive nodes properly. Fix disconnected “basic” path if needed. Activate workflow. Test via the webhook form URL. --- How To Customize Change LLMs: Swap Mistral for OpenAI or Claude. Edit Scraper Prompts: Modify system prompts in AI agent nodes. Change Extraction Schema: Update JSON Schema in extractor nodes. Fix Relational Tables: Add Items node before Supabase inserts for arrays (social links, keywords). Enhance Automation: Add email/slack notifications, or replace form trigger with a Google Sheets trigger. --- Add-ons Automated Trigger: Run on new sheet rows. Notifications: Email or Slack alerts after completion. RAG Integration: Use the Supabase database as a chatbot knowledge source. --- Use Case Examples Sales Lead Enrichment: Instantly get company + competitor data from a URL. Market Research: Collect and compare companies in a niche. B2B Database Creation: Build a proprietary company dataset. --- WORKFLOW IMAGE --- Troubleshooting Guide | Issue | Possible Cause | Solution | |-------|----------------|-----------| | Form Trigger 404 | Workflow not active | Activate the workflow | | Web Search Tool fails | Missing Tavily API key | Replace the placeholder key | | FIRECRAWLER / find competitor fails | Missing MCP node | Install n8n-nodes-mcp | | Basic scrape does nothing | Switch node path disconnected | Reconnect “basic” output | | Supabase node error | Wrong table/column names | Match schema exactly | --- Need Help or More Workflows? Want to customize this workflow for your business or integrate it with your existing tools? Our team at Digital Biz Tech can tailor it precisely to your use case from automation logic to AI-powered enhancements. Contact: shilpa.raju@digitalbiz.tech For more such offerings, visit us: https://www.digitalbiz.tech ---

DIGITAL BIZ TECHBy DIGITAL BIZ TECH
923