Threadbot

Repository: https://github.com/K41R0N/threadbot
Language: TypeScript
License: MIT
Version: 1.0.0

Overview

Threadbot is a specialized automation bot designed to manage, summarize, and route complex discussion threads across communication platforms (like Slack or Discord). This specific repository provides a completely serverless, publicly accessible implementation of the bot that removes the traditional requirement of hosting it on expensive, always-on Google Cloud VMs.

Core Problem Solved

Managing highly active community channels often requires bots to read long threads, summarize decisions, and sync action items to project management tools. Historically, deploying these heavy NLP-driven bots required spinning up Docker containers on AWS EC2 or Google Cloud Compute Engine, incurring baseline monthly costs and requiring DevOps maintenance.

This project refactors the bot's architecture to be purely event-driven. By leveraging serverless edge functions and stateless webhook receivers, communities and small teams can deploy a highly capable AI moderator for pennies (or entirely free on platforms like Vercel or Cloudflare).

Key Features

Serverless Architecture: 100% stateless execution. The bot spins up, processes the webhook event, triggers the LLM, replies, and shuts down in milliseconds.
LLM Context Window Management: Intelligently truncates, summarizes, and chunks long discussion threads before passing them to the language model, preventing token-limit exhaustion and controlling API costs.
Multi-Platform Support: Built with abstract adapter classes, allowing the core bot logic to interface with Slack, Discord, or Telegram webhooks seamlessly.
Zero-DevOps Deployment: Includes one-click deployment configurations for modern edge providers, removing the need for Linux server management.

Technologies Used

TypeScript: For strict type safety across diverse third-party API payloads.
OpenAI / Anthropic APIs: The intelligence engine driving the summarization and routing logic.
Vercel Edge Functions: The primary deployment target for low-latency, zero-maintenance execution.