Content Idea Brainstormer Using Redis Vector Store and Anthropic AI
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Automatically brainstorm content ideas by leveraging a webhook, splitting text, embedding it with OpenAI, storing/querying in Redis, and generating responses with Anthropic AI. This workflow acts as a dynamic content generation engine, logging results to Google Sheets.
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About This Workflow
Overview
This n8n workflow automates the process of generating content ideas. It begins by receiving input via a Webhook. The input text is then split into manageable chunks by the Splitter node. These chunks are converted into embeddings using OpenAI's Embeddings node and stored in a Redis vector database via the Insert node. When a query is made (implicitly handled by the agent), the Query node retrieves similar content ideas from Redis. An Agent powered by Anthropic's Chat and utilizing memory and a Redis Tool orchestrates the entire process, generating creative content ideas based on the retrieved data and user prompts. Finally, the generated ideas are logged to a Google Sheet using the Sheet node for future reference and analysis.
Key Features
- Webhook-triggered content idea generation
- Text chunking for efficient processing
- OpenAI embeddings for semantic understanding
- Redis Vector Store for efficient similarity search and storage
- Anthropic AI for intelligent response generation
- Memory management for conversational context
- Logging of generated ideas to Google Sheets
How To Use
- Set up your OpenAI API credentials.
- Configure your Redis instance and provide the
REDIS_APIcredentials in n8n. - Configure your Anthropic API credentials.
- Set up your Google Sheets API credentials and specify the
SHEET_IDandLogsheet name. - Activate the
Webhooknode and send POST requests with your content or query to its URL. - The workflow will process the input, generate content ideas, and log them to your Google Sheet.
Apps Used
Workflow JSON
{
"id": "40808dc6-f9f1-4e1c-97e7-8ff9520fbafe",
"name": "Content Idea Brainstormer Using Redis Vector Store and Anthropic AI",
"nodes": 0,
"category": "AI & Machine Learning",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
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ID: 40808dc6-f9f1...
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