AI-Powered Crypto Price Intelligence & Automation
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Leverage the power of AI to intelligently process, store, and analyze crypto-related data. This workflow acts as a smart assistant, ingesting information via a webhook, enriching it with vector embeddings, and storing it in Supabase for contextual retrieval. An Anthropic RAG agent then utilizes this knowledge to handle queries, log activities to Google Sheets, and alert your team on Slack for any issues.
About This Workflow
Transform how you interact with crypto market intelligence using this advanced n8n workflow. Designed to capture incoming data via a webhook, it intelligently processes text using a Langchain Text Splitter, then generates highly relevant vector embeddings with Cohere. These embeddings are securely stored in a Supabase vector database, forming a robust knowledge base. At its core, an Anthropic-powered RAG (Retrieval Augmented Generation) agent taps into this rich context, along with conversational memory, to provide informed responses and take actions. All agent activities are meticulously logged to Google Sheets, and any operational errors trigger immediate Slack alerts, ensuring seamless and reliable crypto data management.
Key Features
- Intelligent Data Ingestion: Automatically capture text data via a dedicated webhook, ready for AI processing.
- Vector Embedding & Storage: Transform raw data into semantically searchable vector embeddings using Cohere, stored persistently in Supabase for efficient retrieval.
- Advanced RAG Agent: Utilize an Anthropic Chat Model combined with Retrieval Augmented Generation (RAG) to provide contextually rich and accurate insights based on your stored data.
- Conversational Memory: Maintain context across interactions with the AI agent using window memory, enabling more coherent and effective communication.
- Robust Logging & Alerting: Automatically log AI agent actions and outcomes to Google Sheets, with instant Slack notifications for any errors, ensuring operational transparency and reliability.
How To Use
- Set up Cohere Credentials: Create an account with Cohere and configure your API key credentials in n8n. This is used for generating text embeddings.
- Configure Supabase Credentials: Set up your Supabase project and database, then create and configure your Supabase API credentials in n8n, ensuring it has read/write access to your vector store.
- Integrate Anthropic API: Obtain your Anthropic API key and configure it as credentials in n8n to enable the advanced language model for the RAG agent.
- Connect Google Sheets: Authenticate your Google Sheets account with n8n to allow the workflow to append logs to your specified spreadsheet.
- Configure Slack Alerts: Set up your Slack API credentials and specify the target channel (
#alertsby default) for error notifications. - Activate Webhook: Deploy the workflow to activate the webhook trigger. Send POST requests to the generated webhook URL (
/record-crypto-prices) with the text data you want to process and embed.
Apps Used
Workflow JSON
{
"id": "a835d351-69df-4969-aa4c-cb16b94348ef",
"name": "AI-Powered Crypto Price Intelligence & Automation",
"nodes": 17,
"category": "Operations",
"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: a835d351-69df...
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