DiscordRAGFAQbot

Discord RAG FAQ Bot: PDFs are ingested, chunked, and indexed (Sentence-Transformers + FAISS) in a FastAPI backend. On /ask, relevant passages are retrieved, sent to Groq LLM, and returned as Discord embeds with source citations. Users give 👍/👎 feedback (with modal comments). Entire stack is Dockerized for cloud deployment.

Discord RAG FAQ Bot

Features

• /ask command in Discord with RAG‐powered answers
• PDF ingestion via /api/ingest
• Feedback collection (👍/👎 + modal)
• Metrics at /metrics

Quickstart

1. Clone

   git clone https://github.com/<YOU>/faqbot.git
   cd faqbot
   

2. Environment Copy .env.example → .env and fill in:

DISCORD_TOKEN=… CLIENT_ID=… GUILD_ID=… GROQ_API_KEY=… GROQ_MODEL=…

3. Run locally with Docker

docker build -t faq-backend:latest ./backend docker run -d -p 8000:8000 --name faq-backend
-e GROQ_API_KEY=$GROQ_API_KEY
-e GROQ_MODEL=$GROQ_MODEL
faq-backend:latest

docker build -t faq-bot:latest . docker run -d --name faq-bot
-e DISCORD_TOKEN=$DISCORD_TOKEN
-e CLIENT_ID=$CLIENT_ID
-e GUILD_ID=$GUILD_ID
-e RAG_API=http://host.docker.internal:8000/api/rag-query
-e FEEDBACK_API=http://host.docker.internal:8000/api/feedback
faq-bot:latest

4. Ingest documents

curl -X POST http://localhost:8000/api/ingest -F "file=@./data/backend.pdf"

5. Try it In your Discord server, /ask What is the FAQ bot?