Extract text from a PDF file
Companion workflow for Read PDF node docs
By amudhanTelegram AI bot assistant: ready-made template for voice & text messages
Free template for voice & text messages with short-term memory This n8n workflow template is a blueprint for an AI Telegram bot that processes both voice and text messages. Ready to use with minimal setup. The bot remembers the last several messages (10 by default), understands commands and provides responses in HTML. You can easily swap GPT-4 and Whisper for other language and speech-to-text models to suit your needs. Core Features Text: send or forward messages Voice: transcription via Whisper Extend this template by adding LangChain tools. Requirements Telegram Bot API OpenAI API (for GPT-4 and Whisper) π‘ New to Telegram bots? Check our step-by-step guide on creating your first bot and setting up OpenAI access. Use Cases Personal AI assistant Customer support automation Knowledge base interface Integration hub for services that you use: Connect to any API via HTTP Request Tool Trigger other n8n workflows with Workflow Tool
By Yuliaπ Learn Code Node (JavaScript) with an Interactive Hands-On Tutorial
How it works This workflow is a hands-on tutorial for the Code node in n8n, covering both basic and advanced concepts through a simple data processing task. Provides Sample Data: The workflow begins with a sample list of users. Processes Each Item (Run Once for Each Item): The first Code node iterates through each user to calculate their fullName and age. This demonstrates basic item-by-item data manipulation using $input.item.json. Fetches External Data (Advanced): The second Code node showcases a more advanced feature. For each user, it uses the built-in this.helpers.httpRequest function to call an external API (genderize.io) to enrich the data with a predicted gender. Processes All Items at Once (Run Once for All Items): The third Code node receives the fully enriched list of users and runs only once. It uses $items() to access the entire list and calculate the averageAge, returning a single summary item. Create a Binary File: The final Code node gets the fully enriched list of users once again and creates a binary CSV file to show how to use binary data Buffer in JavaScript. Set up steps Setup time: < 1 minute This workflow is a self-contained tutorial and requires no setup. Explore the Nodes: Click on each of the Code nodes to read the code and the comments explaining each step, from basic to advanced. Run the Workflow: Click "Execute Workflow" to see it in action. Check the Output: Click on each node after the execution to see how the data is transformed at each stage. Notice how the data is progressively enriched. Experiment! Try changing the data in the 1. Sample Data node, or modify the code in the Code nodes to see what happens.
By Lucas PeyrinAI crew to automate fundamental stock analysis - Q&A workflow
How it works: Using a Crew of AI agents (Senior Researcher, Visionary, and Senior Editor), this crew will automatically determine the right questions to ask to produce a detailed fundamental stock analysis. This application has two components: a front-end and a Stock Q&A engine. The front end is the team of agents automatically figuring out the questions to ask, and the back-end part is the ability to answer those questions with the SEC 10K data. This template implements the Stock Q&A engine. For the front-end of the application, you can choose one of two options: using CrewAI with the Replit environment (code approach) fully visual approach with n8n template (AI-powered automated stock analysis) Setup steps: Use first workflow in template to upsert a company annual report PDF (such as from SEC 10K filling) Get URL for Webhook in second workflow template CrewAI front-end: Youtube overview video Fork this AI Agent environment Crew Agent Environment Set the webhook URL into N8NWEBHOOKURL variable Set OpenAIAPIKEY variable
By Derek CheungAi-powered Telegram task manager with MCP server
Detailed Description The ToDo App workflow is designed to streamline task management through Telegram and Google Tasks integration. This workflow allows users to create, update, and manage tasks via Telegram messages, leveraging AI capabilities to enhance user interaction. The expected outcome is a seamless experience where users can manage their tasks efficiently without needing to switch between applications. Who is this for? This workflow is intended for: Individuals looking for an efficient way to manage their tasks directly from Telegram. Teams that require a collaborative task management solution integrated with Google Tasks. Developers interested in automating task management processes using n8n and Telegram. What problem does this workflow solve? Managing tasks can often be cumbersome, especially when switching between different applications. This workflow addresses the following problems: Fragmented Task Management: Users can manage tasks directly from Telegram, reducing the need to switch to Google Tasks. Inefficient Communication: By integrating AI, users can interact with the task management system in a conversational manner, making it more intuitive. Task Updates: Users can easily update task statuses and details through simple messages, enhancing productivity. What this workflow does The ToDo App workflow performs the following functions: Incoming Message Handling: Listens for messages sent to a Telegram bot. Task Creation: Allows users to create new tasks based on their messages. Task Updates: Users can update existing tasks by sending specific commands. Task Retrieval: Retrieves today's and upcoming tasks from Google Tasks. Voice Note Transcription: Supports voice messages, converting them into text for task management. AI Assistance: Utilizes an AI agent to assist users in managing their tasks effectively. Setup Prerequisites Before setting up the workflow, ensure you have the following: n8n Account: Sign up for an n8n account if you don't have one. Telegram Bot: Create a Telegram bot and obtain the API token. Google Tasks API: Set up Google Tasks API and obtain OAuth2 credentials. OpenAI API Key: Sign up for OpenAI and obtain an API key for AI functionalities. Setup Process Upload the JSON for this workflow and setup the authentication for the different tools. How to customize this workflow To adapt the ToDo App workflow to different needs, consider the following customizations: Change Task Management Platform: If you prefer a different task management tool, replace the Google Tasks nodes with your preferred service's API. Modify AI Responses: Adjust the AI agent's system message to change how it interacts with users. Add Additional Commands: Expand the workflow by adding more commands for different task management functionalities (e.g., deleting tasks). Integrate Other Messaging Platforms: If you want to use a different messaging service, replace the Telegram nodes with the appropriate nodes for that service. Conclusion The ToDo App workflow provides a powerful solution for managing tasks through Telegram, enhancing productivity and user experience. By following the setup instructions and customization options, users can tailor the workflow to meet their specific needs, making task management more efficient and accessible.
By Francis NjengaAI-powered restaurant order chatbot with GPT-4o for POS integration
This workflow automates the restaurant POS (Point of Sale) data management process, facilitating seamless order handling, customer tracking, inventory management, and sales reporting. It retrieves order details, processes payment information, updates inventory, and generates real-time sales reports, all integrated into a centralized system that improves restaurant operations. The workflow integrates various systems, including a POS terminal to gather order data, payment gateways to process transactions, inventory management tools to update stock, and reporting tools like Google Sheets or an internal database for generating sales and performance reports. Who Needs Restaurant POS Automation? This POS automation workflow is ideal for restaurant owners, managers, and staff looking to streamline their operations: Restaurant Owners β Automate order processing, track sales, and monitor inventory to ensure smooth operations. Managers β Access real-time sales data and performance reports to make informed decisions. Staff β Reduce manual work, focusing on providing better customer service while the system handles orders and payments. Inventory Teams β Automatically update inventory levels based on orders and ingredient usage. If you need a reliable and automated POS solution to manage restaurant orders, payments, inventory, and reporting, this workflow minimizes human error, boosts efficiency, and saves valuable time. Why Use This Workflow? End-to-End Automation β Automates everything from order input to inventory updates and sales reporting. Seamless Integration β Connects POS, payment systems, inventory management, and reporting tools for smooth data flow.(if needed) Real-Time Data β Provides up-to-the-minute reports on sales, stock levels, and order statuses. Scalable & Efficient β Supports multiple locations, multiple users, and high order volumes. Step-by-Step: How This Workflow Manages POS Data Collect Orders β Retrieves order details from the POS system, including customer information, ordered items, and payment details. Update Inventory β Decreases inventory levels based on sold items, ensuring stock counts are always accurate. Generate Reports β Compiles sales, revenue, and inventory data into real-time reports and stores them in Google Sheets or an internal database. Track Customer Data β Keeps a log of customer details and order history for better service and marketing insights. Customization: Tailor to Your Needs Multiple POS Systems β Adapt the workflow to work with different POS systems or terminals based on your restaurant setup. Custom Reporting β Modify the reporting format or include specific sales metrics (e.g., daily totals, best-selling items, employee performance). Inventory Management β Adjust inventory updates to include alerts when stock reaches critical levels or needs reordering. Integration with Accounting Software β Connect with platforms like QuickBooks for automated financial tracking. π Prerequisites POS System Integration β Ensure the POS system can export order data in a compatible format. Payment Gateway API β Set up the necessary API keys for payment processing (e.g., Stripe, PayPal). Inventory Management Tools β Use inventory software or databases that can automatically update stock levels. Reporting Tools β Use Google Sheets or an internal database to store and generate sales and inventory reports. π Installation & Setup Configure Credentials Set up API credentials for payment gateways and inventory management tools. Import Workflow Import the workflow into your automation platform (e.g., n8n, Zapier). Link POS system, payment gateway, and inventory management systems. Test & Run Process a test order to ensure that data flows correctly through each step. Verify that inventory updates and reports are generated as expected. β Important Data Privacy β Ensure compliance with data protection regulations (e.g., GDPR, PCI DSS) when handling customer payment and order data. System Downtime β Monitor system performance to ensure that the workflow runs without disruptions during peak hours. Summary This restaurant POS automation workflow integrates order management, payment processing, inventory updates, and real-time reporting, enabling efficient restaurant operations. Whether you are running a single location or a chain of restaurants, this solution streamlines daily tasks, reduces errors, and provides valuable insights, saving time and improving customer satisfaction. π
By Kumar ShivamSelf-learning AI assistant with permanent memory | GPT,Telegram & Pinecone RAG
Your AI secretary that self-learning every day and remembers everything you said (text, audio, image). Imagine having a personal AI secretary accessible right from your Telegram, ready to assist you with information and remember everything you discuss. This n8n workflow transforms Telegram into your intelligent assistant, capable of understanding text, audio, and images, and continuously learning from your interactions. It integrates RAG's offline data ingestion and online querying functionalities, letting you save inspiration and key information permanently in real-time, and giving you an AI assistant that remembers all your dialogues and information. It builds and queries a powerful vector database in real-time, ensuring relevant and accurate responses. Video guidance on how to set up Telegram integration is also included. Who is this for? This template is ideal for: Individuals seeking a personal AI assistant for quick information retrieval and note-taking. Professionals who need to keep track of important conversations and insights. Anyone interested in leveraging the power of Retrieval-Augmented Generation (RAG) and vector databases for personal knowledge management. Users who want a self-learning AI that improves over time based on their interactions. What problem is this workflow solving? This workflow integrates RAG's offline data ingestion and online querying functionalities, letting you save inspiration and key information permanently in real-time, and giving you an AI assistant that remembers all your dialogues and information. This workflow addresses the challenge of information overload and the need for an easily accessible, personalized knowledge base. It eliminates the need to manually organize notes and search through past conversations. By automatically storing and retrieving information from a vector database, this workflow makes it effortless to access the knowledge you need, when you need it. It also provides a way to retain information from various media types like voice notes and images. What this workflow does: This workflow automates the following steps: Instant Information Capture: Receives text messages, audio notes (transcribed), and images (with content analysis) directly from your Telegram. Intelligent Question Answering: When you ask a question, the AI searches its knowledge base (Pinecone vector store) for relevant information and provides a comprehensive answer. It even considers your recent conversations for context. Automatic Knowledge Storage: When you make a statement or provide information, the AI extracts key details and saves them in a Google Docs "memory palace." Daily Self-Learning: Every day, the workflow automatically takes all the information stored in the Google Docs, converts it into a vector representation, and adds it to its knowledge base (Pinecone vector store). This ensures the AI continuously learns and remembers everything you've shared. Image Understanding: Extracts text and information from images you send. Audio Transcription: Automatically transcribes your voice notes into text for processing and storage. Short-Term Memory: Remembers recent interactions within a session for more context-aware conversations. Setup: To get started, you'll need to connect the following services to your n8n instance: Telegram: Connect your Telegram bot API credentials. A video guidance is included for telegram integration setup. OpenAI: Provide your OpenAI API key for audio transcription and image analysis. Pinecone: Set up a Pinecone account and provide your API key and environment. Create a namespace in Pinecone. Google Docs: Connect your Google account with access to Google Docs. You'll need to create a Google Doc that will serve as the daily "memory palace" and provide its ID in the workflow. How to customize this workflow: Adjust the AI Agent's Personality: Modify the system prompt in the "AI Agent" node to tailor the AI's tone and behavior. Expand Knowledge Sources: Integrate other data sources into the daily learning process, such as emails or other documents, by adding more nodes to the scheduled trigger workflow. Add More Tools for the AI Agent: Integrate additional tools into the AI Agent, such as web search or other APIs, to further enhance its capabilities. Modify the Daily Schedule: Adjust the schedule trigger to run at a different time or interval.
By TianyiReceive a Mattermost message when a user updates their profile on Facebook
No description available.
By Harshil AgrawalitemMatching() usage example
This workflow provides a simple example of how to use itemMatching(itemIndex: Number) in the Code node to retrieve linked items from earlier in the workflow.
By n8n TeamSend memes via Discord
A discord integration that sends you memes :)
By Jared SimmonsShare jokes on Twitter automatically
This Workflows share a Jokes on Twitter with DadJokes API or BlaBlagues API for ImageJokes
By TeefloAutomate weekly SEO report with GPT-4 insights and Slack delivery
What this workflow does Runs automatically every Monday morning at 8 AM Collects your Google Search Console from the last month and the month before that for a given url (date range is configurable) Formats the data, aggregating it by date, query, page, device and country Generates AI-driven analysis and insights on your results, providing actionable recommendations Renders the report as a visually appealing PDF with charts and tables Sends the report via Slack (you can also add email or WhatsApp) A sample for the first page of the report: Setup Guide Create an account of pdf noodle and use the pre-made Meta Ads template. Connect Google OAuth2 (guide on the template), OpenAI and Slack to n8n Set your site url and date range (opcional) Customize the scheduling date and time ππ» You can use our detailed guide on how to setup this workflow. Requirements Google OAuth2 (via Google Search Console): Documentation pdf noodle access: Create an account AI API access (e.g. via OpenAI, Anthropic, Google or Ollama) Slack acces (via OAuth2): Documentation Feel free to contact me via Linkedin, if you have any questions! ππ»
By Marcelo Abreu