Superteam Vietnam currently relies on manual effort to manage its communication channels like Telegram and Twitter. This project aims to develop an AI-driven solution to automate, enhance, and streamline content creation, management, and community interactions.
✔ Solution Implemented:
- Developed a Telegram bot that acts as a knowledge base for Superteam Vietnam.
- Uses Retrieval-Augmented Generation (RAG) to ensure accurate responses.
- Ensures no hallucinations—the bot confidently says "NO" if it does not find a relevant answer.
- Integrated Admin UI for document uploads to continuously train and improve the bot.
✔ Solution Implemented:
- The AI integrates with Superteam Vietnam’s Twitter account to:
- Propose tweets for human approval.
- Help refine drafts by:
- Suggesting keywords.
- Correcting Twitter handles based on Superteam VN’s followed accounts.
- Finalize and publish tweets.
- Uses local AI models for faster & more relevant suggestions.
✔ Solution Implemented:
- Deployed & runs locally to ensure data privacy.
- Uses Ollama to run LLM models on local machines.
Installation Steps:
# Install Ollama
curl -fsSL https://ollama.ai/install.sh | sh
# Pull the Llama model
ollama pull llama3.2:1b
# Run the model
ollama run llama3.2:1b🔗 Admin UI Installation Guide
🔗 Telegram Stack Installation Guide
🔗 Python Backend Installation Guide