uag (Local AI Agent)
uag is a local interactive agent that executes commands, manipulates files, and reads data files such as PDF, PPTX, and Excel. It provides three user interfaces: CLI, GUI, and Web. uag is built to keep you free from vendor-locked apps: use the interface that fits your workflow, switch providers, and stay in control of your environment. GitHub: https://github.com/awaku7/agentcli
Installation
Install from PyPI with pip:
pip install uag
If you use a virtual environment, activate it first and then run the command above.
On first launch, uag checks your environment and starts the setup wizard automatically when required provider variables are missing. For configuration details, see ENVIRONMENT.md.
Key Features
- Practical toolset: File manipulation, web search, PDF/PPTX/Excel extraction, image generation, and image analysis.
- Multi-provider support: OpenAI / Azure / Bedrock / OpenRouter / Ollama / Gemini / Vertex AI / Claude / Grok / NVIDIA / DeepSeek / Alibaba Cloud (Qwen) / KIMI (Moonshot AI) / Xiaomi MiMo / LM Studio.
- Three interfaces:
- CLI:
uag/python -m uagent - GUI:
uagg/python -m uagent.gui - Web:
uagw/python -m uagent.web - A2A server:
uaga/python -m uagent.a2a.server
- CLI:
- MCP support: Connect to external MCP tool servers.
- Session continuity: Keep context when switching models or providers.
- Agent Skills marketplace: Browse and install community Agent Skills from SkillsMP or ClawHub with
:skills mp_search. - Web Inspector: Save browser transitions, DOM snapshots, and screenshots with
playwright_inspector. - Built-in docs: Read bundled docs with
uag docs. - Tool catalog (New!): Dynamically discover and load tools with
tool_catalog/tool_load. Works across all supported providers — no vendor-specific APIs required. - IoT device support: Control SwitchBot, ECHONET Lite, Matter, and UPnP devices. See IOT_USECASE.md.
IoT Device Support
Control smart home and IoT devices through multiple interfaces:
- SwitchBot Cloud: List, control, and batch-operate SwitchBot devices (TV, air conditioner, lights, etc.).
- Infrared remote devices (on/off, brightness, temperature)
- Air conditioner mode and fan speed control
- Batch execution of multiple commands
- SwitchBot BLE: Scan and control nearby SwitchBot BLE devices.
- ECHONET Lite: Discover and control ECHONET Lite home appliances over the local network.
- Matter: Inspect Matter controller/bridge/device structure (read-only).
- UPnP: Discover UPnP devices and manage IGD port forwarding.
For detailed usage, see IOT_USECASE.md.
Usage
Start and exit
Run uag in your terminal to start. Type :exit to quit.
For all command-line options, see USAGE.md.
A2A server
Launch an Agent2Agent-compatible HTTP server:
uaga
See ENVIRONMENT.md for UAGENT_A2A_* settings such as auth, host, port, reload, public base URL, concurrency, and engine.
Handy tips
:tools: show loaded tools:logs [n]: show recent session logs:load <index>: load a previous session:skills: select and load Agent Skills (use:skills mp_searchto browse SkillsMP or ClawHub marketplaces):shrink [n]: summarize history and keep the lastnmessages- Small LLM tips: see SLM_TIPS.md
Configuration and details
Environment variables and setup
For API keys, language settings (UAGENT_LANG), history shrink settings, and more, see ENVIRONMENT.md.
- Setup wizard:
python -m uagent.setup_cli - Encrypted environment: use
uag_envsecto encrypt.envas.env.sec - Update encrypted values:
uag_envsec add --file .env.sec --key NAME --value VALUE
Responses API note
If you set UAGENT_RESPONSES=1, Responses API is used for supported providers: OpenAI / Azure / Bedrock / OpenRouter / Ollama / LM Studio.
Gemini / Claude / Vertex AI use their native API paths and are not covered by Responses API.
Image analysis via Responses is currently limited to OpenAI / Azure / Bedrock / OpenRouter.
For other providers, uag falls back to the provider-specific or chat-completions path.
Developer docs and translations
- Developer docs:
src/uagent/docs/DEVELOP.md - Add locales:
src/uagent/docs/ADD_LOCALE.md - Other README translations:
docs/README.translations.md
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