Open Source · MIT Licensed

SemanticStudio

A production-ready multi-agent chat platform with 28 domain agents, 4-tier memory, GraphRAG-lite, and self-learning ETL.

Formerly AgentKit · Renamed for clarity

Domain Agents

Chat Modes

4-Tier

Memory

MIT

License

Run Locally in 5 Minutes

# Clone the repository

git clone https://github.com/Brianletort/SemanticStudio.git

# Install dependencies

cd SemanticStudio && npm install

# Configure and run

cp .env.example .env && npm run dev

Supports OpenAI, Anthropic, and Ollama (local models)

8-Part Deep Dive

Every architecture decision explained, from theory to production code

Why I built SemanticStudio and the enterprise AI checklist

Sessions, folders, files, and user preferences

28 domain agents and intelligent orchestration

Multi-provider LLMs, modes, and fine-tuning

Complete 4-tier architecture with Context Graph

Knowledge graphs and entity resolution

Self-learning pipelines that grow your system

Evaluation, observability, and trust

This isn't the AI future I read about. It's the AI future I built.

MIT Licensed · Open Source · Ready to Deploy