aicippy 1.6.11

Enterprise-grade multi-agent CLI system powered by AWS Bedrock

AiCippy

Enterprise-grade multi-agent CLI system powered by AWS Bedrock.

Copyright (c) 2024-2026 AiVibe Software Services Pvt Ltd. All rights reserved.

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Overview

AiCippy is a production-grade, multi-agent command-line system that orchestrates up to 10 parallel AI agents to complete complex tasks. Built on AWS Bedrock Agents, it provides:

• Multi-agent orchestration with parallel execution
• Real-time WebSocket communication
• MCP-style tool connectors for AWS, GitHub, Firebase, and more
• Knowledge Base integration with automated feed ingestion
• Rich terminal UI with live progress and agent status

Installation

pip install aicippy

Quick Start

# Authenticate
aicippy login

# Initialize in a project
aicippy init

# Interactive mode
aicippy

# Single query
aicippy chat "Explain this codebase"

# Multi-agent task
aicippy run "Deploy infrastructure to AWS" --agents 5

Commands

Command	Description
aicippy	Start interactive session
aicippy login	Authenticate with Cognito
aicippy logout	Clear credentials
aicippy init	Initialize project context
aicippy chat <msg>	Single query mode
aicippy run <task>	Execute with agents
aicippy config	Show/edit configuration
aicippy status	Agent status
aicippy usage	Token usage
aicippy upgrade	Self-update

Interactive Commands

Command	Description
/help	Show all commands
/model <name>	Switch model (opus/sonnet/llama)
/mode <name>	Change mode (agent/edit/research/code)
/agents spawn <n>	Spawn parallel agents (1-10)
/agents list	List active agents
/agents stop	Stop agents
/kb sync	Sync to Knowledge Base
/tools list	List available tools
/usage	Token usage
/quit	Exit

Architecture

                     +----------------+
                     |   AiCippy CLI  |
                     +--------+-------+
                              |
                     +--------v--------+
                     | Agent Orchestrator |
                     +--------+---------+
                              |
         +--------------------+--------------------+
         |         |          |          |         |
    +----v----+ +--v---+ +----v---+ +----v----+ +--v----+
    |Agent-1  | |Agent-2| |Agent-3 | |Agent-4  | |Agent-N|
    |INFRA    | |BEDROCK| |API-GW  | |CLI-CORE | |...    |
    +---------+ +-------+ +--------+ +---------+ +-------+
         |         |          |          |         |
    +----v---------v----------v----------v---------v----+
    |              AWS Bedrock Runtime                  |
    +--------------------------------------------------+

Supported Models

• Claude Opus 4.5 (default) - Most capable model
• Claude Sonnet 4.5 - Balanced performance
• Llama 4 Maverick - Open source alternative

MCP Tool Connectors

• AWS CLI (aws)
• Google Cloud CLI (gcloud)
• GitHub CLI (gh)
• Firebase CLI (firebase)
• Figma API
• Google Drive API
• Gmail API
• Razorpay API
• PayPal API
• Stripe CLI
• Shell commands (sandboxed)

Configuration

Environment variables (or .env file):

AICIPPY_AWS_REGION=us-east-1
AICIPPY_DEFAULT_MODEL=opus
AICIPPY_MAX_PARALLEL_AGENTS=10
AICIPPY_LOG_LEVEL=INFO

Configuration file: ~/.aicippy/config.toml

Security

• OAuth 2.0 authentication via AWS Cognito
• Tokens stored in OS keychain (macOS Keychain, Windows Credential Manager)
• All communications over TLS 1.3
• Secrets never logged or printed
• IAM least privilege roles

Development

# Clone repository
git clone https://github.com/aivibe/aicippy.git
cd aicippy

# Install dev dependencies
pip install -e ".[dev]"

# Run tests
pytest

# Run linter
ruff check src/

# Type checking
mypy src/aicippy/

Infrastructure Deployment

# Install CDK dependencies
cd infrastructure
pip install -r requirements.txt

# Deploy all stacks
cdk deploy --all

License

Proprietary - AiVibe Software Services Pvt Ltd

Support

• Documentation: https://docs.aicippy.com
• Issues: https://github.com/aivibe/aicippy/issues
• Email: [e-mail]

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Built with precision by AiVibe Software Services Pvt Ltd, Chennai, India.