WIP: Rudolph Assistant: Modular Agent-Orchestration for AI Workflows

🦌 Meet Rudolph

Rudolph Assistant is my internal AI orchestrator. Inspired by the legendary reindeer who led the sleigh through the fog, Rudolph helps me navigate cluttered workflows, context-switching, and all of that.

🔧 Tech Stack

• Python + Flask UI (Bootstrap, Chart.js)
• Modular agent/plugin system
• LLM abstraction layer (easy switching, fallback logic)
• Local caching for privacy
• Streamed response architecture with WebSockets
• Prompt routing + template engine (Jinja2)

✅ Use Cases So Far

• Generate reports from CSVs or MongoDB data and use natural language to chat with the report.
• Summarize Meeting notes in to action items, and todo lists.
• Translation Service
• Device Lookup in chat with response in Support friendly format.
• Scripting support for internal demo videos
• Support Document draft creation.

🔭 What’s Next

• Calendar Agent (Book time, block time, chat with my calendar)
• UI glow-up
• Email Parsing
• Notion MCP support?

📎 Why Build my Own?

Why not? it is for my day-to-day work, no tool understands how I work as good as I do.

Cover Photo by Sébastien Goldberg on Unsplash