Deployment Guide

🚀 Deployment Guide

Prerequisites

• Azure subscription
• Azure OpenAI resource (GPT‑4 / GPT‑4o)
• Log Analytics Workspace
• Azure Cognitive Search (or vector store)
• Storage account for docs/runbooks (optional)
• Teams incoming webhook URL
• Python 3.9+ and Azure Functions Core Tools (for local)

Quick Steps

1. Clone repo

   git clone https://github.com/Huzefaaa2/AIOps
   cd AIOps

2. Configure app settings (Function App → Configuration)
   • OPENAI_ENDPOINT, OPENAI_API_KEY, OPENAI_DEPLOYMENT
   • SEARCH_ENDPOINT, SEARCH_INDEX, SEARCH_API_KEY
   • LOG_ANALYTICS_WORKSPACE_ID
   • TEAMS_WEBHOOK_URL
   • REMEDIATION_URL (optional), REMEDIATION_KEY (optional)
3. Deploy Functions

   # from repo root
   func azure functionapp publish <your-function-app-name>

4. Smoke test

   curl -X POST "https://<your-func>.azurewebsites.net/api/aiops-agent" ^
        -H "Content-Type: application/json" ^
        -d "{ \"question\": \"Investigate latency spikes in prod\" }"

5. Check Teams channel for posted Adaptive Card.

Notes

• Use Managed Identity + RBAC for downstream actions.
• Keep secrets in Key Vault and reference in Function App settings.