docs

Documentation

This directory contains the technical documentation for the MultiDB RAG Chatbot project.

Quick Navigation

Document	Description	Audience
System Design	Comprehensive architecture deep-dive with diagrams	Architects, Senior Engineers
Architecture Overview	High-level system design and database architecture	All Engineers
Codebase Overview	Quick orientation to the codebase structure	New Contributors
Service Layer Guide	Detailed service layer documentation with flows	Backend Engineers
Roadmap	Project roadmap and future direction	All Stakeholders

RAG & AI Documentation

Document	Description	Audience
RAG 101	Introduction to RAG concepts	Beginners
RAG Pipeline Overview	Multi-stage retrieval architecture	ML Engineers
RAG Tutorial	Hands-on guide to building RAG systems	Students, Learners
Enterprise Architecture	Cloud-agnostic platform design	Platform Engineers

Architecture Diagrams

Visual assets are located in the images/ directory:

• architecture.png — High-level system architecture diagram

Document Conventions

• System Design documents explain why decisions were made
• Overview documents provide what exists in the system
• Guide documents explain how to work with components
• Tutorial documents teach concepts with examples

Contributing to Documentation

When adding new documentation:

1. Use clear, descriptive filenames (e.g., Component_Name.md)
2. Include a table of contents for documents over 100 lines
3. Add diagrams where they clarify complex concepts
4. Update this index when adding new documents