CLI Reference¶

Create¶

`abi-core create project`¶

abi-core create project --name <name> [OPTIONS]

Option	Description
`--name, -n`	Project name (required)
`--description, -d`	Project description
`--domain`	Domain (finance, healthcare, general)
`--with-semantic-layer`	Include Weaviate + MCP server
`--with-guardian`	Include Guardian + OPA
`--model-serving`	`centralized` or `distributed`

abi-core create project my-app \
  --with-semantic-layer \
  --with-guardian \
  --model-serving centralized

`abi-core create swarm`¶

Creates a full project + Orchestrator + Planner + Builder in one command.

abi-core create swarm --name my-swarm

Add¶

`abi-core add agent`¶

abi-core add agent --name <name> [OPTIONS]

Option	Description
`--name, -n`	Agent name (required)
`--description, -d`	What the agent does
`--model`	LLM model (default: `qwen2.5:3b`)
`--with-web-interface`	Add HTTP/SSE endpoints

abi-core add agent analyst \
  --description "Analyzes financial data" \
  --model qwen2.5:3b \
  --with-web-interface

Creates: agents/<name>/ with app.py, steps.py, tasks.py, tools.py, prompts.py, config/, Dockerfile, agent_cards/.

`abi-core add service`¶

abi-core add service <type>

Types: semantic-layer, guardian-native

Run¶

`abi-core run`¶

abi-core run [OPTIONS]

Option	Description
`--logs`	Show container output
`--build`	Rebuild containers first

Equivalent to docker compose up -d.

Other commands¶

Command	Description
`abi-core provision-models`	Pull LLM + embedding models into Ollama
`abi-core status`	Show running services and ports
`abi-core info`	Show project configuration
`abi-core remove agent <name>`	Remove an agent
`abi-core remove service <name>`	Remove a service

Typical workflow¶

abi-core create project my-app --with-semantic-layer
cd my-app
abi-core add agent my-agent --description "..." --with-web-interface
docker compose up ollama -d
abi-core provision-models
docker compose up --build -d