Technical Proposal (MVP Plan)

Problem Statement

Superteam Vietnam needs to automate and enhance its community management and content creation processes across Telegram and Twitter platforms. The current manual approach faces two key challenges:

1. Inefficient knowledge sharing and member matching within the community
2. Time-consuming social media content creation and approval workflows

System Overview

The solution consists of two independent systems:

1. Community Assistance System (Telegram Bot)
   • Combines RAG-based knowledge retrieval with member matching
   • User-facing interface via Telegram
   • Local LLM deployment for data privacy
2. Social Media Management System (Agent Inbox)
   • Admin-only access for content creation and approval
   • Human-in-the-loop workflow via Agent Inbox interface
   • Automated content generation and refinement

Technical Architecture

1. Community Assistance System Architecture

The system comprises two main workflows:

• Members DB Pipeline
  • Schema-driven query generation
  • SQL execution and validation
  • Query correction mechanism
• RAG Pipeline
  • Vector store integration
  • Document grading and retrieval
  • Web search capabilities
  • Response generation with retry logic

2. Social Media Management System Architecture

Key components include:

• Content verification subgraphs