IAToolkit Community

The open-source foundation for validating your first serious assistant.

Community is the MIT-licensed entry point to IAToolkit for technical teams that want to connect real data, build with full control, and learn on a useful use case before adding the operating layer.

Included

The open-source base for validating a first real use case

Community focuses on the essentials: connect real data, define one Company, and prove the assistant in a controlled environment before you add Enterprise operations.

Best fit for technical teams, first serious pilots, and organizations that want to learn by building.

Multi-model

Work with different language models without locking the assistant into a single provider from day one.

Orchestration layer

The framework interprets intent, orchestrates context, and keeps answers aligned with business context.

Fully customizable

Prompts, schemas, tools, context, and Company logic remain open for your team to inspect and adapt.

Single-domain Company model

Model one business domain or client cleanly with configuration, context, and tools in one place.

SQL with structured context

Connect operational databases and teach the assistant how to reason on top of your schema.

Basic RAG

Add internal documents and business context so answers stay grounded in your own knowledge base.

Resources

Explore the technical foundation

Foundation

Read how IAToolkit is structured around Companies, layers, data access, and open-core licensing.

Read Architecture

Mini Project

See the recommended 3-month path for deploying a first assistant with real data and internal learning.

View Plan

Need the operating layer?

When you need GUI-driven operations, multi-Company support, and governance, move up to Enterprise.

Explore Enterprise
Next Step

Validate a real use case with Community before you scale.

Start with the open-source base, test the product in context, then move to Enterprise when operations demand it.