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
73 lines
2.4 KiB
Python
73 lines
2.4 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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from pydantic import BaseModel, Field, model_validator
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from artemis.utils.ui_hierarchy import ElementBounds
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class _CyFunctionDetectorMeta(type):
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"""Metaclass for detecting cython compiled functions."""
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def __instancecheck__(cls, instance):
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name = type(instance).__name__
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return (
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name
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in (
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"cyfunction",
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"cython_function_or_method",
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"builtin_function_or_method",
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)
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or "cyfunction" in name.lower()
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)
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# pylint: disable=too-few-public-methods
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class CyFunctionDetector(metaclass=_CyFunctionDetectorMeta):
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"""Detector for cython compiled functions."""
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class Target(BaseModel):
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"""A comprehensive locator for a UI element, supporting a fallback mechanism."""
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model_config = {"ignored_types": (CyFunctionDetector,)}
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resource_id: str | None = Field(None, description="The resource-id of the element.")
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resource_id_index: int | None = Field(
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None,
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description=("The zero-based index if multiple elements share the same resource-id."),
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)
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text: str | None = Field(
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None,
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description=("The text content of the element (e.g., a label or placeholder)."),
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)
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text_index: int | None = Field(
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None,
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description=("The zero-based index if multiple elements share the same text."),
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)
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bounds: ElementBounds | None = Field(
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None, description="The x, y, width, and height of the element."
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)
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@model_validator(mode="after")
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def _default_indices(self):
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# Treat empty strings like "not provided"
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if (
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self.resource_id is not None and self.resource_id != ""
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) and self.resource_id_index is None:
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self.resource_id_index = 0
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if (self.text is not None and self.text != "") and self.text_index is None:
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self.text_index = 0
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return self
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