Empower Your AI Agent with Long-Term Memory Management
detail.loadingPreview
Unlock persistent knowledge for your AI agents with this n8n workflow. It enables your AI to save, retrieve, and act upon long-term memories, enhancing its conversational abilities and task execution.
About This Workflow
This n8n workflow acts as a sophisticated router for your AI agent's memory. It seamlessly integrates with Google Docs to provide a persistent storage solution for conversational context and learned information. The workflow leverages OpenAI's powerful language models to process and recall memories, ensuring your AI agent can maintain context over extended interactions. It also offers flexible output options, including sending memory summaries to Telegram or Gmail, enabling you to stay informed about your AI's knowledge base.
Key Features
- Persistent Memory Storage: Utilizes Google Docs for reliable long-term storage of AI interactions and learned information.
- Intelligent Memory Retrieval: Employs OpenAI to intelligently recall and present relevant memories based on current context.
- Multi-Channel Notifications: Sends memory updates and summaries to Telegram and Gmail for real-time awareness.
- AI Agent Tool Integration: Designed to function as a tool within an AI agent's framework, enabling dynamic memory management.
How To Use
- Trigger Configuration: Set up the
When Executed by Another Workflownode to be triggered by your primary AI agent workflow. - Memory Saving: Connect the
Save Long Term Memoriesnode to your AI's output. Ensure your Google Docs API credentials are set up and the correct Document URL is provided. Thetextparameter should be configured to capture the memory data. - Memory Retrieval: Configure the
Retrieve Long Term Memories3node to fetch data from your Google Docs. This node should be triggered when the AI needs to access its memory. - AI Integration: Utilize the
OpenAI Chat Modelnodes to process incoming requests and retrieve/save memories. Configure thetoolWorkflownodes (save_long_term_memory,retrieve_long_term_memory) to expose these functionalities to your AI agent. - Notification Setup: Connect the
Send Success Message to TelegramandEmail Workflow Statsnodes to receive notifications when memories are saved or retrieved. Ensure your Telegram and Gmail credentials and environment variables are correctly configured.
Apps Used
Workflow JSON
{
"id": "fddd854b-1d08-4cd0-bd23-198c265337bf",
"name": "Empower Your AI Agent with Long-Term Memory Management",
"nodes": 22,
"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.
Get This Workflow
ID: fddd854b-1d08...
About the Author
DevOps_Master_X
Infrastructure Expert
Specializing in CI/CD pipelines, Docker, and Kubernetes automations.
Statistics
Related Workflows
Discover more workflows you might like
Google Sheets to Icypeas: Automated Bulk Domain Scanning
This workflow streamlines the process of performing bulk domain scans by integrating your Google Sheets data directly with the Icypeas platform. Automate the submission of company names from your spreadsheet to Icypeas for comprehensive domain information, saving valuable time and effort.
Instant WooCommerce Order Notifications via Telegram
When a new order is placed on your WooCommerce store, instantly receive detailed notifications directly to your Telegram chat. Stay on top of your e-commerce operations with real-time alerts, including order specifics and a direct link to view the order.
On-Demand Microsoft SQL Query Execution
This workflow allows you to manually trigger and execute any SQL query against your Microsoft SQL Server database. Perfect for ad-hoc data lookups, administrative tasks, or quick tests, giving you direct control over your database operations.