{"repo":"Peter-SB/n8n-ai-instagram-scraper","free":true,"listed":false,"github":"https://github.com/Peter-SB/n8n-ai-instagram-scraper","clone":"git clone https://github.com/Peter-SB/n8n-ai-instagram-scraper.git","description":"Self hosted AI workflow for scraping Instagram Reels (audio and description). Extracting, summarising and categorising, then storing all relevant info for quick viewing later.","language":"Python","stars":36,"topics":["agentic-workflow","ai","educational-project","n8n","scraping"],"license":null,"category":"scrapers-browser-automation","readme_excerpt":"Agentic AI Instagram Scraper Self hosted AI workflow for scraping Instagram Reels (audio and description). Extracting, summarising and categorising, then storing all relevant info for quick viewing later. By Peter Semrau-Boughton - Github While planning an upcoming trip, I found myself endlessly watching Reels for recommendations: Where to eat, where to stay, travel tips, safety advice. But I was never revisiting them, so I decided to see if I could try build a self-hosted, agentic AI pipeline to organise that information automatically! Here’s how it works: - Submit Reels to scrape as a link via Google Form. - Scrape the description and transcribe the audio. - Extract and categorise the information with a LLM. - Save structured research data into an appropriate Google Sheet tabs. Contents - Agentic AI Instagram Scraper Contents Technologies: Workflow Walk-through + 1. Submit Reel URL + 2. Scrape Reel + 3. Optionally Transcribe Audio + 4. AI Information Extraction + 5. Save to Google Sheets Results Challenges + Self-Hosting + AI Limitations: + Output Is Only As Good As Your Data Thoughts On n8n Business Cases + Digital Research Aid + Sentiment Trend Analysis + Risk Detection & Cyber Intelligence + Monitoring Small Business Technologies: The workflow was built with a tool called n8n, a low code/no code agentic workflow builder. It allows simple workflow building via a intuitive flow diagram based system of nodes. I had been wanting to try this tool out for a while and was looki","default_branch":null,"files":null,"tree":[],"storefront":"/r/Peter-SB","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Peter-SB/n8n-ai-instagram-scraper/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}