Hi Everyone, Microsoft released an open source product for converting almost any file into markdown, which can then be injected into your RAG setup . Its a python package, I created a web wrapper than you can host for free on platforms like https://leapcell.io You can then build this into your n8n work flow, the attached image is the way I use it , it watches. google drive folder, parses the file, injects into supabase vector and then moves the file to a completed folder. If anyone wants to use the wrapper service for there own projects you will find it on my GitHub account https://github.com/sqaured-lemons/markitdown-endpoint-webwrapper Hopefully this helps some of your just get this stuff out of the door

I was wondering how can I extract certain details from a user's message and save it in fields to be processed later in the workflow. Assume a user sends a message to telegram bot "I'm planning a trip to Kenya for 7 Days, starting on 5th July 2025 and we will be 2 adults, 1 teen and 1 kid. Please give me the packages and prices" The workflow must extract and store the information as below to be processed later in Google Sheet to fetch package prices. Travel Duration: 7 Days Tour Start Date: 05/07/2025 Group Size Adults: 2 Teen: 1 Kid: 1 Sorry if the question is too basic. 🙈

Learn how to create a powerful Retrieval-Augmented Generation (RAG) system using n8n, Supabase, and Postgres. This system automatically uploads documents to your vector database based on file type and seamlessly updates your records whenever changes are made to your files. Perfect for streamlining data management and enhancing your AI knowledge base.

Hey guys This is my first interaction with the community, I have a question that may have already been answered in a previous video but it's blocking me. I ran the complete flow without errors but supabase doesn't have any records, should I have created the tables previously or would the pipeline itself do this? Can anyone help me? If it is necessary to create the documents and chat tables, does anyone have the create statement?