somew1nd
206a9ce921
ARTEMIS is an autonomous multimodal Android agent and mobile UI automation platform engineered for physical devices and emulators. It combines state-of-the-art multimodal Vision-Language Models (VLMs) with hierarchical closed-loop planning, resilient self-healing, and deep Android subsystem integration. Key Features & Architectural Highlights: - Dual-Engine Orchestration: * Pro Engine: Multi-agent closed-loop (Planner -> Operator -> Validator/Failure Analyzer -> Summarizer) powered by LangGraph. * Flash Engine: Ultra-fast reactive loop for deterministic, low-latency UI execution (<35 steps). - Multimodal Perception & Grounding: * Hybrid visual screenshot grounding, real-time OCR extraction, and XML accessibility hierarchy parsing. * Dynamic-First, Coordinate-Fallback locating strategy for maximum resilience against UI drift. - Autonomous Self-Healing & Diagnostics: * Failure analyzer and safety net for popup dismissal, crash recovery, and auto-retry. * Diagnostic sub-agents for log analysis, video recording inspection, and object detection. - Unified CLI & Python SDK: * Rich CLI with commands: init, doctor, run, trace, batch, bench, server, and mcp. * Fluent Python SDK with Pydantic structured output models and package locking. - Multi-Provider LLM Architecture: * Support for Google Gemini, OpenAI, Anthropic Claude, Vertex AI, OpenRouter, xAI Grok, and local endpoints (Ollama/vLLM). * Centralized configuration in config/artemis.jsonc. - Native MCP & Observability: * Model Context Protocol (MCP) server endpoints for AI IDEs. * Full trace recording with before/after screenshots, action overlays, and execution replays. Change-Id: I430b93ee2b76b54cc5a3c6eeccd15d2cf29830a1
60 lines
2.2 KiB
Python
60 lines
2.2 KiB
Python
# Copyright 2026 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""Clean Execution Context for ARTEMIS."""
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from pathlib import Path
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from typing import Any
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from uuid import uuid4
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from pydantic import BaseModel, Field
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class DeviceInfoContext(BaseModel):
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"""Device metadata and configuration."""
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device_id: str = Field(default="default-device", description="ADB serial or device identifier")
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platform: str = Field(
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default="android", description="Platform type ('android', 'cloud', 'mock')"
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)
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width: int = Field(default=1080, description="Screen width in pixels")
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height: int = Field(default=2400, description="Screen height in pixels")
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class ExecutionContext:
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"""Central context holding device driver, session identifiers, and telemetry tracer."""
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def __init__(
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self,
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task_goal: str,
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device_id: str = "default-device",
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trace_id: str | None = None,
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traces_path: Path | str | None = None,
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locked_package: str | None = None,
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platform: str = "android",
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):
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self.task_goal = task_goal
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self.trace_id = trace_id or str(uuid4())
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self.traces_path = Path(traces_path) if traces_path else Path("traces") / self.trace_id
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self.locked_package = locked_package
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self.device = DeviceInfoContext(device_id=device_id, platform=platform)
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self.driver: Any | None = None
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self.telemetry: Any | None = None
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self.custom_attributes: dict[str, Any] = {}
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def set_attribute(self, key: str, value: Any) -> None:
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self.custom_attributes[key] = value
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def get_attribute(self, key: str, default: Any = None) -> Any:
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return self.custom_attributes.get(key, default)
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