Automated Email Classification and Response System with Groq AI and Pinecone

This n8n workflow automates the process of classifying incoming emails using AI, storing their content in a vector database, and potentially generating automated responses or actions based on their sentiment. It leverages Groq for fast AI processing and Pinecone for efficient vector storage and retrieval.

What it does

This workflow is designed to streamline email management by:

1. Triggering on new emails: It listens for new emails arriving in a configured IMAP inbox.
2. Extracting email content: It extracts the text content from the incoming email.
3. Analyzing sentiment with AI: It uses a Groq-powered AI model to perform sentiment analysis on the email content.
4. Classifying email content: It utilizes an AI Agent to classify the email based on its content, potentially identifying categories or topics.
5. Storing email embeddings in Pinecone: It generates embeddings for the email content using Cohere and stores them in a Pinecone vector store for future similarity searches or context retrieval.
6. Conditional processing: It includes a "Switch" node, implying conditional logic to route emails based on classification or sentiment (though the specific conditions are not defined in the provided JSON).
7. Sending automated responses/actions: It has a "Send Email" node, indicating the capability to send automated email replies or notifications. It also includes an "X (Formerly Twitter)" node, suggesting potential for posting updates or alerts based on email content.

Prerequisites/Requirements

To use this workflow, you will need:

• IMAP Email Account: Access to an IMAP server to trigger the workflow on new emails.
• Groq API Key: For the Groq Chat Model and AI Agent to perform language model operations.
• Cohere API Key: For generating embeddings.
• Pinecone Account and API Key: To set up and interact with your Pinecone vector database.
• SMTP Email Account: For sending automated email responses.
• X (Formerly Twitter) Account (Optional): If you intend to post updates to X.

Setup/Usage

1. Import the workflow: Download the provided JSON and import it into your n8n instance.
2. Configure Credentials:
   • Set up an IMAP Email credential for the "Email Trigger (IMAP)" node.
   • Configure Groq credentials for the "Groq Chat Model" and "AI Agent" nodes.
   • Set up Cohere credentials for the "Embeddings Cohere" node.
   • Configure Pinecone credentials for the "Pinecone Vector Store" node.
   • Set up an SMTP Email credential for the "Send Email" node.
   • (Optional) Configure X (Formerly Twitter) credentials if you plan to use the "X" node.
3. Customize Nodes:
   • Email Trigger (IMAP): Configure the IMAP server details, email address, and folder to monitor.
   • AI Agent: Customize the agent's prompt and tools to define how it classifies emails and what actions it can take.
   • Sentiment Analysis: Adjust any specific parameters for sentiment analysis if available.
   • Pinecone Vector Store: Configure your Pinecone index name and any other relevant settings.
   • Switch: Define the conditions for routing emails based on the output of the AI classification or sentiment analysis.
   • Send Email: Customize the recipient, subject, and body of the automated email responses.
   • X (Formerly Twitter): Configure the tweet content if used.
4. Activate the Workflow: Once all credentials and node settings are configured, activate the workflow to start processing incoming emails automatically.

This workflow provides a robust foundation for building an intelligent email management system, capable of understanding, classifying, and responding to emails with the power of AI.