Holix 0.1.11

Self-improving AI agent with memory, skills, MCP, CLI, and TUI

Holix — Self-Improving AI Agent

Holix is a self-improving AI agent with persistent memory, a skills system, tool calling, MCP integration, and multiple interfaces: CLI, TUI, API gateway, and Telegram.

Website: holix-agent.ru · PyPI: Holix · GitHub: javded-itres/Holix · Telegram: @holix_agent · Docs: EN · RU · Donate: Boosty

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Features

• Tool calling — files, shell, web, code execution, optional Playwright browser tools
• Persistent memory — SQLite conversations + ChromaDB semantic search
• Skills — markdown skills with auto-generation and hub catalogs (ClawHub, Hermes, Claude plugins)
• MCP — configure and assign Model Context Protocol servers per agent
• Multi-provider — Ollama, LiteLLM, OpenAI, Groq, and any OpenAI-compatible API
• Interfaces — holix tui, holix chat-command, holix run, holix gateway
• Security — API keys, rate limits, command whitelist, confirmation prompts
• Operations — holix doctor, holix logs, background gateway supervisor, Docker

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Quick start

Install

Install from PyPI (Python 3.12+). Package: Holix, CLI command: holix:

pipx install Holix              # global CLI (recommended)
pipx install "Holix[all]"       # + telegram, browser, tui-web, voice

# or in a virtualenv:
pip install Holix
pip install "Holix[telegram,browser]"

Do not use pip install helix — that is a different package on PyPI.

Update later: holix update --channel pypi

From source (developers):

git clone https://github.com/javded-itres/Holix.git
cd Holix
./scripts/install.sh          # macOS / Linux
# Windows: .\scripts\install.ps1

holix version
holix doctor

Publishing: docs/en/PYPI.md

Developer install:

uv sync && uv pip install -e .
cp .env.example .env

Full guide: docs/en/INSTALLATION.md

Configure and run

holix models setup
holix tui                    # recommended UI
# or:
holix chat-command
holix run "What is in this repo?"
holix gateway start

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Documentation (English)

Topic	Link
Install & update	INSTALLATION.md
CLI reference	CLI.md
Slash commands /	SLASH_COMMANDS.md
TUI	TUI.md
Configuration	CONFIGURATION.md
Skill Hub	HUB.md
API Gateway	GATEWAY.md
Logs	LOGS.md
Doctor	DOCTOR.md
Security	SECURITY.md
Deployment	DEPLOYMENT.md
Troubleshooting	TROUBLESHOOTING.md
Architecture	ARCHITECTURE.md

Документация (русский)

Тема	Ссылка
Установка	INSTALLATION.md
CLI	CLI.md
Слэш-команды	SLASH_COMMANDS.md
Начало	START_HERE.md

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CLI at a glance

holix tui                          # main UI
holix run "query"                  # one-shot
holix models setup                 # providers
holix hub browse                   # external skills
holix mcp setup                    # MCP servers
holix gateway start|status|stop|reload
holix logs [-s agent] [-f]
holix doctor [--fix]
holix install | holix update

In TUI/Telegram, type /help for slash commands. See docs/en/SLASH_COMMANDS.md.

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Architecture

HolixAgent → run_agent_loop() (core/agent_execution.py)
           → LangGraph / AgentLoop

Layer	Path
Execution	core/agent_execution.py
Events	core/agent_events.py
Tools	core/tools/
Memory	core/memory/
CLI	cli/main.py
Gateway	api/gateway.py

Details: docs/en/ARCHITECTURE.md

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Docker

docker compose up -d

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Contributing

See CONTRIBUTING.md. Run tests before PRs: uv run pytest -m "not llm".

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License

MIT — see LICENSE