Project Overview

OmniDev Ecosystem

The OmniDev ecosystem consists of multiple projects designed to work together or independently.

┌─────────────────────────────────────────────────────────────┐
│                    OmniDev Ecosystem                         │
├─────────────────────────────────────────────────────────────┤
│                                                              │
│  ┌──────────────────┐    ┌──────────────────┐               │
│  │  OmniDev Platform │    │ Knowledge Engine │               │
│  │                   │    │                  │               │
│  │  • IDE            │◄───│  • RAG           │               │
│  │  • Agent          │    │  • Search        │               │
│  │  • Workflow       │    │  • Embedding     │               │
│  │  • Deploy         │    │                  │               │
│  └──────────────────┘    └──────────────────┘               │
│                                                              │
│  ┌──────────────────┐    ┌──────────────────┐               │
│  │   Future Project  │    │   Future Project │               │
│  │        ...        │    │        ...       │               │
│  └──────────────────┘    └──────────────────┘               │
│                                                              │
└─────────────────────────────────────────────────────────────┘

Project Relationships

OmniDev Platform + Knowledge Engine

The Platform integrates Knowledge Engine as its RAG backend:

• Document Management — Upload and manage documents via Platform UI
• Search Integration — Search results fed into AI Agent context
• Shared Infrastructure — Same PostgreSQL and Redis instances

Standalone Usage

Each project can be used independently:

• Knowledge Engine — As a standalone RAG service for any application
• Platform — With custom RAG backend via API

Technology Stack Comparison

Component	Platform	Knowledge Engine
Language	Go	Go
HTTP Framework	Gin	chi
Database	PostgreSQL + pgvector	PostgreSQL + pgvector
Cache	Redis	Redis
Storage	MinIO	Local / MinIO / S3
Embedding	OpenAI / Custom	OpenAI / Gemini / Ollama
Frontend	Next.js	None (API only)
Workflow	Temporal	None

Use Cases

Platform

• AI-Powered Development — IDE with AI assistance
• Team Collaboration — Shared workspaces and projects
• Workflow Automation — Visual workflow builder
• One-Click Deploy — Deploy to multiple environments

Knowledge Engine

• RAG Applications — Provide context to LLMs
• Document Search — Full-text and semantic search
• Chatbot Enhancement — Ground responses in documents
• Knowledge Management — Organize and retrieve information