🤖 FlareBot

🏆 2nd Place Winner at the Google x Flare Verifiable AI Hackathon

FlareBot is an autonomous AI agent designed to provide 24/7 support for the Flare Network Discord server. Built with a real-time Retrieval-Augmented Generation (RAG) pipeline and deployed inside a secure Trusted Execution Environment, FlareBot is the most robust and secure Discord bot for dev and user support.

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🚀 Why FlareBot?

• ⚡ Always-On Support
  Answers technical and user questions instantly, day or night.

• 📚 Live Knowledge Updates
  Dynamically learns from new Discord messages by support staff, no redeploy needed.

• 🧠 Built for Flare
  Fine-tuned using Flare Developer Docs and real support chat logs for maximum relevance.

• 🔧 Fully Customizable
  Staff can expand FlareBot’s knowledge base on the fly and restrict topics with !norag.

• 🛡️ Secure by Design
  Deployed in a TEE (Trusted Execution Environment) using Google Confidential Space for privacy-preserving AI.

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🛠 Tech Stack

Layer	Tech
Backend	Python 3.12, FastAPI, Gemini API
Retrieval	Qdrant (Vector Search DB)
RAG Pipeline	Live Discord message ingestion + Flare doc embeddings
Infra	Docker, GCP Confidential Space (AMD SEV), uv

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🧠 How It Works

1. Ingests Flare docs and real-time Discord messages from support staff.
2. Indexes using Qdrant for fast embedding and retrieval.
3. Gemini API reformulates user questions, retrieves context, and responds.
4. RAG is live: the bot retrains itself whenever staff chat.
5. Staff can issue commands like !norag to restrict content live.

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📸 Preview Example

FlareBot learning live from support staff in Discord

New support messages are automatically added to the knowledge base in real-time. 🔁