🔍 Auto-triage GitHub issues with GPT-4o, Pinecone
⚡ 208 views · 🔍 AI RAG & Knowledge Retrieval
Description
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🚀 GitHub MCP Webhook Tool Sub-workflow: AI-Powered Repo Assistant
> Transform your GitHub workflows with a customizable AI agent that integrates seamlessly via a single webhook. Think “Copilot for repos,” but you own the code, prompts, and data.
👀 Key Features
🔧 Fully Customizable: Tweak system prompts, swap AI models (GPT-4o, 4o-mini), or add tools like spam detection.
📦 Single Webhook Integration: Add AI to any existing workflow with 1 HTTP node.
🤖 Auto-Triage & Action: Sort issues by severity, auto-comment, flag spam (e.g., NSFW content), and ping teams via Discord/Slack.
🔍 Codebase-Aware: Queries your repo’s docs and code for context-aware responses (Pinecone vector stores optional).
💸 Cost-Friendly: Starts at $1 – cheaper than a coffee, infinitely more useful.🛠️ Getting Started
🚀 Deploy the Template: Clone the "GitHub MCP Server" workflow.
🔑 Set Variables: Update repoOwner, repoName, and Discord/Slack IDs in the "CHANGE THESE!!!" node.
🌲 Pinecone Setup: Pre-index your docs/code for lightning-fast queries using the vector nodes.
🌍 Go Live: Trigger via webhook – use it for issue replies, triage, or even automated PR drafts!💡 Use Cases
🚨 Auto-Alert Teams: Flag critical bugs to senior devs, route FAQs to interns.
🗑️ Spam Shield: Delete explicit issues instantly, quarantine self-promo for review.
📝 Docs Bot: Answer contributor questions using your repo’s documentation.🔗 Nodes Used
Webhook, AI Agent, Embeddings OpenAI, OpenAI Chat Model, Pinecone Vector Store
📥 Import
Download workflow.json and import into n8n:
Workflow menu → Import from File