RAG & Knowledge Basesfree

Triage GitHub Issues with AI Category and Embedding Based Duplicate Detection

by Ayaka SatoUpdated Aug 2026

Requires

GitHubOpenAISlack

Google Sheets

1/5

STEPS · 17

Starts on an incoming request

On a new GitHub issue webhook, categorizes it with OpenAI, detects duplicates via embeddings, alerts Slack, and logs to Google Sheets.

Calendar Slack RAG Assistant

On a new Google Calendar event, posts to Slack, retrieves context from a vector database, and answers with OpenAI.

Loads Google Drive documents into a Qdrant vector store and answers questions via webhook using OpenAI retrieval QA.

On manual run, fetches data via HTTP, pulls from GitHub, and indexes it into a vector database.