Open-source products for
AI agents and automation

Multi-tenant AI bot platform and desktop event-driven agent. Logic in YAML, LLM integration, self-hosted — full control over data and infrastructure.

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Products

Open-source projects under the MIT license. Self-hosted with documentation and source code available on GitHub.

Coreness

Multi-tenant platform for production-ready AI agents and chatbots. One instance — many isolated bots, full documentation, deployment in minutes.

  • • Declarative logic in YAML — complex scenarios without code; data isolation via RLS
  • • LLM and RAG: OpenAI, Anthropic, Google, DeepSeek; pgvector; scheduled broadcasts and reports
  • • Plugin architecture, background jobs, ready-made Master Bot for management via Telegram
GitHub Documentation

Coreness Flow

Desktop agent that reacts to events: chat, webhook, cron. YAML scenarios, plugins for UI extension (VS Code–style contributes), LLM and RAG fully local.

  • • Event-driven architecture: triggers → scenarios → plugins; async actions without blocking
  • • Plugins define tabs, sidebar, settings via contributes; BGE-M3 + Qdrant embedded
  • • Electron + React, Python backend; single user, all data under your control
GitHub

Examples

Configuration and demo.

Coreness — Master Bot

Ready-to-use bot for platform management via Telegram. Sample commands and config:

commands.yaml
start:
  description: "Start Master Bot"
  
  trigger:
    - event_type: "message"
      event_text: "/start"
    - event_type: "callback"
      callback_data: "start"

  step:
    - action: "execute_scenario"
      params:
        scenario: "default_check"
    
    - action: "send_message"
      params:
        text: |
          {_cache.translation.start}
        inline: "{_cache.translation.start_inline}"
config.yaml
i18n:
  available_languages:
    - en
    - ru
  default_language: en

environments:
  available:
    - test
    - prod
  default: prod

deployment:
  available_modes:
    - docker
    - native
  default: docker

Master Bot in action

Master Bot Example

Coreness Flow

App launch, main chat, and working with dialogs. More in the repository.

Splash intro: launch and main chat

Coreness Flow — splash intro and main chat

Chat: history and new dialogs

Coreness Flow — chat

Quick Start

Simple setup

Coreness

Installation
# Clone the repository
git clone https://github.com/Vensus137/Coreness.git
cd Coreness

# Run Core Manager
python tools/core_manager/core_manager.py

# Choose environment and mode — utility sets everything up

Deployment documentation →

Coreness Flow

From source (Python 3.11, Node.js, Windows)
# Clone the repository
git clone https://github.com/Vensus137/Coreness-Flow.git
cd Coreness-Flow

# Install and run with hot reload
pip install -r requirements.txt
cd frontend && npm install && cd ..
.\scripts\run-dev.ps1

Or download the installer from Releases on GitHub.

Contact the Developer

Coreness and Coreness Flow are open-source under the MIT license.

Open for consulting and proposals:

  • • Consulting on adoption and architecture
  • • Collaboration and joint projects
  • • Questions on development and deployment
  • • Discussing ideas and open-source contributions
Telegram vensus137@yandex.com