naas-abi-marketplace 1.8.1

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naas-abi-marketplace

A comprehensive marketplace of pre-built modules, agents, integrations, and workflows for the ABI (Agentic Brain Infrastructure) framework. This package provides ready-to-use components organized into three main categories: AI agents, application integrations, and domain expert modules.

Overview

naas-abi-marketplace is a collection of modular components that extend the ABI framework with:

• AI Agent Modules: Integration with major AI providers (ChatGPT, Claude, Gemini, Grok, Mistral, etc.)
• Application Modules: 50+ integrations with popular services and platforms
• Domain Expert Modules: Specialized agents for specific professional roles and tasks
• Demo Applications: Reference implementations and UI patterns

Installation

pip install naas-abi-marketplace

Optional Dependencies

Install specific module groups based on your needs:

# AI Agents
pip install naas-abi-marketplace[ai-chatgpt]
pip install naas-abi-marketplace[ai-claude]
pip install naas-abi-marketplace[ai-gemini]
pip install naas-abi-marketplace[ai-grok]
pip install naas-abi-marketplace[ai-mistral]
pip install naas-abi-marketplace[ai-perplexity]
pip install naas-abi-marketplace[ai-llama]
pip install naas-abi-marketplace[ai-qwen]
pip install naas-abi-marketplace[ai-deepseek]
pip install naas-abi-marketplace[ai-gemma]

# Application Integrations
pip install naas-abi-marketplace[applications-github]
pip install naas-abi-marketplace[applications-linkedin]
pip install naas-abi-marketplace[applications-postgres]
pip install naas-abi-marketplace[applications-powerpoint]
pip install naas-abi-marketplace[applications-arxiv]
pip install naas-abi-marketplace[applications-pubmed]
# ... and many more

Module Categories

AI Agent Modules

Pre-configured agents for major AI providers with optimized model configurations and capabilities.

Available AI Agents

1. ChatGPT (ai.chatgpt)

   • Models: GPT-4o, o3-pro, o3, GPT-4.1, GPT-4.1 mini
   • Features: Web search integration, advanced reasoning
   • Intelligence: 53-71 (depending on model)
   • Use cases: General purpose, code generation, research

2. Claude (ai.claude)

   • Models: Claude 4 Opus, Claude 4 Sonnet (with Thinking variants)
   • Features: Constitutional AI, advanced reasoning
   • Intelligence: 53-64
   • Use cases: Complex analysis, ethical considerations, nuanced understanding

3. Gemini (ai.gemini)

   • Models: Gemini Pro, Gemini Ultra
   • Features: Multimodal capabilities, creative tasks
   • Use cases: Image generation, creative content, multimodal analysis

4. Grok (ai.grok)

   • Models: Grok 4, Grok 3, Grok 3 mini Reasoning
   • Features: Highest intelligence scores globally, truth-seeking
   • Intelligence: 51-73 (highest globally)
   • Use cases: Truth-seeking, unbiased analysis, maximum capability tasks

5. Mistral (ai.mistral)

   • Models: Mistral Large, Mistral Medium
   • Features: Code and math excellence
   • Use cases: Programming assistance, mathematical reasoning

6. Perplexity (ai.perplexity)

   • Models: R1 1776
   • Features: AI-powered search, real-time information
   • Intelligence: 54
   • Use cases: Web search, current events, information discovery

7. Llama (ai.llama)

   • Models: Llama 3, Llama 3.1
   • Features: Open-source, local deployment
   • Use cases: Privacy-focused applications, local AI

8. Qwen (ai.qwen)

   • Models: Qwen 2.5, Qwen 2
   • Features: Multilingual support, efficient performance
   • Use cases: Multilingual tasks, cost-effective deployment

9. DeepSeek (ai.deepseek)

   • Models: DeepSeek V2, DeepSeek Coder
   • Features: Code-focused, high performance
   • Use cases: Software development, code analysis

10. Gemma (ai.gemma)

    • Models: Gemma 2, Gemma 3
    • Features: Lightweight, efficient
    • Use cases: Resource-constrained environments

Usage Example:

from naas_abi_core.engine.Engine import Engine

engine = Engine()
engine.load(module_names=["naas_abi_marketplace.ai.chatgpt"])

# Access ChatGPT agent
from naas_abi_marketplace.ai.chatgpt.agents.ChatGPTAgent import create_agent

agent = create_agent()
response = agent.invoke("Explain quantum computing")

Application Modules

50+ integrations with popular services, APIs, and platforms.

Available Applications

Development & Code:

• applications.github - GitHub integration (issues, PRs, repositories)
• applications.git - Git operations and repository management
• applications.aws - AWS services integration
• applications.bodo - Bodo platform integration

Communication & Collaboration:

• applications.gmail - Gmail integration
• applications.slack - Slack workspace integration
• applications.whatsapp_business - WhatsApp Business API
• applications.sendgrid - Email delivery service
• applications.twilio - SMS and voice communication

Data & Analytics:

• applications.postgres - PostgreSQL database integration
• applications.google_analytics - Google Analytics data
• applications.google_sheets - Google Sheets integration
• applications.airtable - Airtable database integration
• applications.algolia - Algolia search integration

Research & Knowledge:

• applications.arxiv - ArXiv scientific papers
• applications.pubmed - PubMed biomedical articles
• applications.openalex - OpenAlex academic data
• applications.google_search - Google Search integration
• applications.newsapi - News API integration

Business & Finance:

• applications.yahoofinance - Yahoo Finance data
• applications.stripe - Stripe payment processing
• applications.qonto - Qonto banking integration
• applications.pennylane - Pennylane accounting
• applications.agicap - Agicap financial management
• applications.exchangeratesapi - Currency exchange rates

Productivity & Storage:

• applications.google_drive - Google Drive integration
• applications.google_calendar - Google Calendar management
• applications.notion - Notion workspace integration
• applications.sharepoint - SharePoint integration
• applications.powerpoint - PowerPoint presentation generation

Social & Media:

• applications.linkedin - LinkedIn profile and company data
• applications.youtube - YouTube data and analytics
• applications.instagram - Instagram integration
• applications.spotify - Spotify music data

Platforms & Services:

• applications.naas - Naas.ai platform integration
• applications.nebari - Nebari platform integration
• applications.salesforce - Salesforce CRM integration
• applications.hubspot - HubSpot CRM integration
• applications.zoho - Zoho suite integration
• applications.mercury - Mercury platform integration
• applications.sanax - Sanax integration

Data Sources:

• applications.datagouv - French open data portal
• applications.worldbank - World Bank data
• applications.openweathermap - Weather data API
• applications.openrouter - OpenRouter API integration

Usage Example:

from naas_abi_core.engine.Engine import Engine

engine = Engine()
engine.load(module_names=["naas_abi_marketplace.applications.github"])

# Access GitHub agent
from naas_abi_marketplace.applications.github.agents.GitHubAgent import create_agent

agent = create_agent()
response = agent.invoke("List open issues in repository jupyter-naas/abi")

Domain Expert Modules

Specialized agents designed for specific professional roles and tasks.

Available Domain Experts

Engineering & Development:

• domains.software-engineer - Software engineering expertise
• domains.devops-engineer - DevOps and infrastructure
• domains.data-engineer - Data engineering and pipelines

Business & Sales:

• domains.account-executive - Account management
• domains.business-development-representative - Business development
• domains.sales-development-representative - Sales development
• domains.inside-sales-representative - Inside sales operations

Marketing & Content:

• domains.content-creator - Content creation
• domains.content-strategist - Content strategy
• domains.content-analyst - Content analysis
• domains.campaign-manager - Campaign management
• domains.community-manager - Community management

Finance & Accounting:

• domains.accountant - Accounting expertise
• domains.financial-controller - Financial control
• domains.treasurer - Treasury management

Management & Operations:

• domains.project-manager - Project management
• domains.customer-success-manager - Customer success
• domains.human-resources-manager - HR management

Research & Investigation:

• domains.osint-researcher - Open source intelligence
• domains.private-investigator - Investigation services

Support:

• domains.support - Technical support and issue management

Usage Example:

from naas_abi_core.engine.Engine import Engine

engine = Engine()
engine.load(module_names=["naas_abi_marketplace.domains.software-engineer"])

# Access Software Engineer agent
from naas_abi_marketplace.domains.software_engineer.agents.SoftwareEngineerAgent import create_agent

agent = create_agent()
response = agent.invoke("Design a microservices architecture for an e-commerce platform")

Module Structure

Each marketplace module follows a consistent structure:

module_name/
├── __init__.py              # Module definition and configuration
├── agents/                   # AI agents
│   └── *Agent.py            # Agent implementations
├── integrations/             # External service integrations
│   └── *Integration.py      # Integration implementations
├── workflows/                # Business logic workflows
│   └── *Workflow.py         # Workflow implementations
├── pipelines/               # Data processing pipelines
│   └── *Pipeline.py         # Pipeline implementations
├── ontologies/              # Semantic ontologies
│   └── *.ttl                # RDF/Turtle ontology files
├── orchestrations/          # Dagster orchestration (optional)
│   └── definitions.py      # Dagster definitions
└── README.md                # Module documentation

Configuration

Enabling Modules

Modules are configured in your config.yaml:

modules:
  # AI Agents
  - module: naas_abi_marketplace.ai.chatgpt
    enabled: true
    config:
      openai_api_key: "${OPENAI_API_KEY}"
  
  - module: naas_abi_marketplace.ai.claude
    enabled: true
    config:
      anthropic_api_key: "${ANTHROPIC_API_KEY}"
  
  # Applications
  - module: naas_abi_marketplace.applications.github
    enabled: true
    config:
      github_token: "${GITHUB_TOKEN}"
  
  - module: naas_abi_marketplace.applications.linkedin
    enabled: true
    config:
      linkedin_api_key: "${LINKEDIN_API_KEY}"
  
  # Domain Experts
  - module: naas_abi_marketplace.domains.software-engineer
    enabled: true
  
  - module: naas_abi_marketplace.domains.support
    enabled: true

Soft Dependencies

Many modules are marked as "soft" dependencies, meaning they're optional and won't cause failures if unavailable:

# In naas_abi module dependencies
modules=[
    "naas_abi_marketplace.ai.claude#soft",  # Optional
    "naas_abi_marketplace.applications.github#soft",  # Optional
]

Usage Patterns

Loading Multiple Modules

from naas_abi_core.engine.Engine import Engine

engine = Engine()
engine.load(module_names=[
    "naas_abi_marketplace.ai.chatgpt",
    "naas_abi_marketplace.ai.claude",
    "naas_abi_marketplace.applications.github",
    "naas_abi_marketplace.domains.software-engineer"
])

Accessing Module Components

# Access agents
for module_name, module in engine.modules.items():
    for agent_class in module.agents:
        print(f"{module_name}: {agent_class.__name__}")

# Access workflows
for module_name, module in engine.modules.items():
    for workflow in module.workflows:
        print(f"{module_name}: {workflow.__class__.__name__}")

# Access integrations
for module_name, module in engine.modules.items():
    for integration in module.integrations:
        print(f"{module_name}: {integration.__class__.__name__}")

Demo Applications

The marketplace includes demo applications and UI patterns in __demo__/apps/:

• Dashboard: Central control hub
• Chat Interface: Multi-agent chat interface
• Table Mode: Advanced data table interface
• Kanban Mode: Project management with kanban boards
• Ontology Mode: Knowledge graph visualization
• Calendar Mode: Scheduling interface
• Gallery Mode: Media management
• And more...

Marketplace UI

A Streamlit-based marketplace interface (marketplace.py) provides:

• Module Discovery: Browse available modules by category
• Status Monitoring: Check which modules are running
• One-Click Launch: Start applications and modules
• Search: Find modules by name or description

Run the marketplace:

streamlit run marketplace.py

Key Features

🔌 Extensive Integrations

50+ pre-built integrations with popular services and platforms

🤖 Multiple AI Providers

Support for 10+ major AI providers with optimized configurations

👥 Domain Expertise

20+ specialized agents for professional roles and tasks

🧩 Modular Architecture

Pick and choose only the modules you need

⚡ Optional Dependencies

Modules can be installed individually to minimize dependencies

📚 Comprehensive Documentation

Each module includes detailed README and usage examples

🔄 Consistent Interface

All modules follow the same structure and patterns

Dependencies

• naas-abi-core>=1.0.0: Core ABI framework

Optional dependencies are listed in pyproject.toml under [project.optional-dependencies] and can be installed per module as needed.

Contributing

To add a new module to the marketplace:

1. Create a new directory under ai/, applications/, or domains/
2. Follow the standard module structure
3. Implement required components (agents, integrations, etc.)
4. Add module configuration in __init__.py
5. Create a README.md with documentation
6. Add optional dependencies to pyproject.toml if needed

See Also

• ABI Main README - Complete ABI framework documentation
• naas-abi-core - Core engine documentation
• naas-abi - Main ABI module documentation
• naas-abi-cli - CLI tool documentation

License

MIT License