AI Workflows
Artificial Intelligence tools and workflows
AI-Powered RAG Q&A Chatbot with OpenAI, Google Sheets, Glide, & Supabase
**Automate AI-Powered RAG System with Contextual Q&A, Google Sheets Integration, and Glide Frontend-Powered by n8n, OpenAI, Supabase, and Google Apps Script.** # Tools & Services Used - Glide (Frontend for user interactions) - Google Sheets (Stores questions and answers) - Google Apps Script (Forms + media upload handling) - OpenAI (Embeddings + GPT-4 to rank and generate answers) - Supabase (Optional for image hosting) - n8n (Automation logic and backend glue) # Workflow Overview ## This automation performs the following steps: - **Trigger**: Webhook receives a user question from a Glide frontend. - **Fetch Data**: Retrieves Q&A entries (and optionally, image URLs) from a connected Google Sheet. - **Rank Relevance**: - OpenAI Embeddings rank the relevance of stored questions to the new input. - Top matches are passed to a GPT-4 prompt for answer generation. - **Generate Answer**: - GPT-4 creates a contextual answer using the best match. - Optional: Includes media URL if attached to the matched answer. - **Response**: Sends the formatted answer back to Glide frontend (text + optional image). # Prerequisites ## Active accounts and API keys for: - OpenAI (API key with GPT-4 and embedding access) - Google Sheets (linked via Service Account or OAuth2 credentials) - Glide App (with a form to submit questions) - Supabase (optional, if hosting user-uploaded media) - n8n Self-hosted (for community nodes and webhook access) # How to Use This Template ## Step 1: Import the Template - Upload the provided JSON into your self-hosted n8n instance. - Requires installation of the Community Node: @n8n/n8n-nodes-openai-embeddings ## Step 2: Configure Credentials - **Webhook Trigger**: Replace the Glide webhook URL with your actual endpoint from your app. - **Google Sheets Node**: Set the spreadsheet ID and worksheet name to fetch your Q&A dataset. - **OpenAI Nodes**: - Insert your OpenAI API key. - Confirm that both text-embedding-ada-002 (or similar) and gpt-4 are available. - **Supabase or Apps Script (Optional)**: Ensure image links are correctly formed in the Sheet. ## Step 3: Customize Prompts and Thresholds - Update the OpenAI ranking prompt or similarity threshold in the Function or Code node. - Tailor GPT-4 prompts to return concise or detailed answers based on your use case. # Initial Test Run - Simulate a Question: - Trigger the Glide form with a sample question. - Check n8n logs for: - Matching score/ranking success - Correct retrieval from Sheets - GPT-4 answer generation - Image URL handling (if enabled) # Production Prep - Add error-handling nodes for cases when Sheets are empty or GPT-4 fails. - Set up logging via Google Sheets, Supabase, or external database. - Rate-limit or debounce requests from Glide if needed. # Use Cases - Customer Support Portals: Offer instant Q&A with your business data. - Internal Knowledgebase: Employees can query training manuals and SOPs. - AI Concierge: Combine structured answers with a friendly tone for guest interactions. # Disclaimer - Validate Glide form inputs before full deployment. - Ensure your OpenAI and Google Sheets usage stays within quota limits.
n8n$24.99Batch Process Text Prompts with Anthropic Claude API
Efficiently send multiple text prompts to Anthropic's Claude models in a single batch request and retrieve results, optimizing processing time and scalability.
n8n$19.99Automate Image Editing with OpenAI ImageGen1 via n8n
Streamline your image editing process by integrating OpenAI ImageGen1 with n8n to automatically modify images based on prompts, enhancing efficiency for designers and marketers.
n8n$4.99Convert YouTube Videos to Multilingual SEO Blogs Automatically
Transform YouTube videos into SEO-friendly, multilingual blog posts using this automated n8n workflow. Ideal for content creators and marketers seeking to repurpose video content efficiently.
n8n$4.99Automate Deep Research Markdown Reports with AI and Google Sheets
This workflow automates the creation of comprehensive research reports in Markdown format, leveraging AI for topic generation and avily for source collection, and saves the results in Google Sheets.
n8n$19.99Automate News Monitoring and Email Summaries with Perplexity.ai
This workflow automates the monitoring of specific news events and sends concise email summaries using Perplexity.ai's language models. Ideal for users needing timely updates on topics of interest, it eliminates the need for manual news checks.
n8n$4.99Automate Hiring Briefs and Scorecards with AI and Google Docs
Streamline your recruitment process by transforming raw transcripts into polished hiring briefs and interview scorecards using AI and Google Docs in under a minute.
n8n$9.99Automate Text-to-Speech Conversion with OpenAI and Webhook
This workflow automates the conversion of text inputs into audio using OpenAI's API, triggered by a webhook, and returns the audio output via a webhook response.
n8n$4.99Automate AI-Powered Document Retrieval with Paul Essays, Milvus, and OpenAI
This workflow automates the creation of a document-based AI retrieval system using Milvus and OpenAI. It processes Paul Graham essays, stores them in a Milvus vector database, and generates cited responses to user queries.
n8n$14.99Automate Sales Meeting Briefs with AI, LinkedIn, and WhatsApp Delivery
This n8n workflow automates the generation of sales meeting briefs by integrating Google Calendar, enriching attendee data, and using AI to summarize social media activity. The formatted summaries are delivered via email and WhatsApp, enhancing sales preparation.
n8n$14.99Automate Image Generation with Realistic Inpainting Using Simbrams Ri AI
Leverage the power of Simbrams Ri AI model to automatically generate high-quality images with realistic inpainting using n8n and the Replicate API.
n8n$9.99Create a Telegram Mental Health Support Bot with GPT-4o
This workflow sets up a Telegram bot to provide real-time, empathetic mental health support using AI. Messages tagged with #vent, #insight, or #cope are processed by GPT-4o to deliver personalized responses.
n8n$9.99Extract Personal Data Using Self-Hosted Mistral NeMo LLM in n8n
Leverage a self-hosted Large Language Model (LLM) with n8n's LangChain integration to extract personal information from user input while maintaining data privacy.
n8n$9.99Automate Driver License Data Extraction with Google Drive, VLM Run, and Google Sheets
Streamline the process of extracting data from driver license images uploaded to Google Drive using VLM Run's AI OCR, and store the structured data in Google Sheets.
n8n$9.99Integrate AI Chat with Custom Data Sources Using n8n
This workflow enables an AI agent to access and interact with data from any source via n8n, leveraging the power of OpenAI to provide insights and responses based on custom data inputs.
n8n$9.99Automate Image Data Extraction with Gemini AI via API
This n8n workflow creates an API endpoint for extracting structured data from images using Gemini AI. It processes an image URL and returns extracted details in JSON format, ideal for automating document processing tasks.
n8n$9.99Automate Multi-Language Blog Translation with GPT-4 and Markdown
This workflow translates blog content into multiple languages using OpenAI's GPT-4 within n8n, outputting the results in Markdown format. Ideal for content creators and marketers aiming to localize blogs efficiently.
n8n$9.99Automate Resume Data Extraction and PDF Generation via Telegram
This workflow extracts data from resumes uploaded through a Telegram bot, structures the data using AI, and generates a formatted PDF using Gotenberg.
n8n$19.99Automated Multilingual Translator for WhatsApp Messages
This workflow automatically translates WhatsApp messages, both text and audio, into the recipient's language using OpenAI's GPT-4 via LangChain. It ensures seamless communication by detecting the sender's language and replying with cultural fluency.
n8n$24.99Extract Product Info from Website Screenshots with Dumpling AI + Sheets
### What this workflow does This workflow extracts product details—like name, price, discount, and rating—from website screenshots using Dumpling AI. It starts when a new product page URL is added to a Google Sheet, captures a screenshot of that page, extracts visible product info from the image, and writes the results back into the sheet. ### What problem is this workflow solving? Many product pages block traditional scraping tools or use unstructured layouts. This workflow bypasses HTML limitations by using visual AI extraction, making it reliable even when content is embedded in images or hard to parse with code. ### Who is this for? This is ideal for eCommerce researchers, pricing analysts, marketers, or anyone building a product database from websites without needing to code or maintain complex scrapers. ### Setup 1. Create a Google Sheet with a column named **Site** (or update the trigger). 2. Add your product page URLs in this column—one per row. 3. Connect your Google Sheets and Dumpling AI credentials in n8n. 4. Ensure your Dumpling AI account has API access for screenshots and extraction. ### How to customize the workflow - **Prompt adjustment**: In the “Extract Text from Screenshot” node, you can modify the prompt to extract other information like brand name, delivery time, or availability. - **Add more fields**: After the extraction, edit the “Format Extracted Data” node to map additional fields from the response to your Google Sheet columns. - **Change output destination**: You can easily replace the Google Sheets module with Airtable, Notion, or another app if preferred. > This works best when the product data is clearly visible in the screenshot. > It won't extract info that's hidden behind popups or loaded via user interaction.
n8n$4.99Summarize RSS feed items with Hugging Face, generate the voice overs with ElevenLabs and email the files
Effortlessly summarize RSS feed content using Hugging Face, create engaging voice-overs with ElevenLabs, and conveniently email audio files for streamlined content consumption.
Make$4.99Integrate OpenAI Chatbot with Business Data Using Peliqan for RAG and SQL Queries
This workflow demonstrates how to integrate an OpenAI chatbot with business data from multiple sources using Peliqan for RAG and SQL queries. It enables efficient data retrieval and analysis by leveraging Peliqan's data warehouse capabilities.
n8n$14.99Automate YouTube Comment Sentiment Analysis and Reporting via Telegram
This workflow automates the retrieval and analysis of YouTube comments for sentiment and keywords, storing results in Google Sheets and sending a summary report to Telegram.
n8n$14.99Automate PDF to Blog Conversion with AI Agents
This workflow automates the transformation of complex PDFs into engaging blog posts using AI agents. It streamlines content creation by extracting key information and structuring it into a polished article ready for publishing.
n8n$14.99
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