This n8n workflow automates the process of handling Google Analytics report data, analyzing it with AI tools, and logging the results in Google Sheets while sending alerts on errors. It begins with a webhook trigger that initiates the process whenever new data is received. The workflow splits incoming text data into manageable chunks, then generates embeddings using OpenAI to convert text into vector representations. These vectors are stored in Pinecone, a vector database, for efficient querying.
The workflow performs a Pinecone query to retrieve relevant similar data, which is used by an AI language model (OpenAI GPT) via a RAG (Retrieval-Augmented Generation) agent to analyze the report data. The AI processes the report, and the results are appended to a Google Sheet for record-keeping. If errors occur at any stage, a Slack message is sent to notify the user.
This setup is ideal for automating the analysis of Google Analytics reports, extracting insights, and maintaining logs automatically, saving time and reducing manual effort in data handling and reporting.
Reviews
There are no reviews yet.