Automates scalable web data collection via Bright Data, AI extraction with Gemini, and vector storage in Pinecone for LLM training and RAG apps.
This workflow automates the end-to-end process of gathering high-quality web data, processing it with AI agents, and storing it as searchable vectors in Pinecone. It uses Bright Data's Web Unlocker to bypass anti-bot measures and scrape content from specified URLs, then leverages Gemini-powered LLM chains for intelligent extraction, cleaning, and formatting into structured JSON.
Key benefits include massive time savings on manual data prep, scalability for large datasets, and production-ready o
Platform
n8n
Category
Finance & Accounting
Price
$27.99
Creator
QualityWorkflows
AI
LLM
Vector Database
Pinecone
Bright Data
Gemini
Web Scraping
Data Extraction
RAG
Machine Learning
How to import this workflow into n8n
1Purchase or download the workflow to get the n8n workflow JSON file.
2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
3Open each node marked with a credential warning and connect your own accounts and API keys.
4Run the workflow once manually to verify the data flow, then toggle it to Active.