Automate Gaming Patch Note Summarization with n8n AI and Weaviate
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Leverage n8n's Webhook, Langchain nodes (Splitter, Embeddings, Vector Store, Agent), and Google Sheets to automatically summarize game patch notes. This workflow processes incoming patch notes, stores them in Weaviate, and logs summaries for efficient access and analysis.
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About This Workflow
Overview
This n8n workflow automates the process of summarizing gaming patch notes using AI. It's designed to ingest new patch notes via a Webhook, process them using Langchain's text splitting and embedding capabilities, store these embeddings in a Weaviate vector database for efficient retrieval, and then utilize an AI Agent to generate concise summaries. The final summaries are logged to a Google Sheet, making it easy to track and reference game updates. This workflow is particularly useful for community managers, game developers, or anyone needing to stay on top of game changes without reading lengthy official notes.
Key Features
- Ingests patch notes through an HTTP Webhook.
- Utilizes Langchain's
CharacterTextSplitterto break down large text into manageable chunks. - Generates embeddings using Cohere embeddings and stores them in Weaviate for semantic search.
- Employs an AI Agent with memory and a language model to craft detailed summaries.
- Logs the summarized patch notes to a Google Sheet for easy access.
How To Use
- Set up a Webhook trigger to receive new patch note content.
- Configure the
Splitternode to appropriately chunk the incoming text. - Provide your Cohere API key to the
Embeddingsnode. - Set up your Weaviate instance and configure the
InsertandQuerynodes with your index name and API credentials. - Configure the AI
Agent,Memory, andChatnodes with your desired language model and settings. - Connect the
Agentnode to a Google SheetsSheetnode, ensuring your Sheet ID and log sheet name are correctly set up with appropriate credentials.
Apps Used
Workflow JSON
{
"id": "50c04da4-83e7-46af-a627-1c1c4bdf6dfd",
"name": "Automate Gaming Patch Note Summarization with n8n AI and Weaviate",
"nodes": 0,
"category": "Gaming Automation",
"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: 50c04da4-83e7...
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