DocQ.ai - RAG based Document Search (Q&A) Application

Features

• Dashboard (list of all documents)
• Document Upload (.txt, .pdf, .docx)
• Document Ingestion
  • Automatic and manual (in chunks with background job, redis)
  • Vector Storage in ChromaDB
• Q&A - Ask question related to the document and get answer powered by AI
  • LLM - HuggingFace (sentence-transformers/all-MiniLM-L6-v2)
  • Text Generation - google/flan-t5-base
• Delete Document
• Ingestion Management (with Bulk ingestion)
• User Management (with update User Role)
• Login/Registration & Logout
• CI/CD - using Github Actions with AWS ECS on EC2 via GHCR (GitHub Container Registry)

Resources

• Full Documentation
• App Screenshots