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
56 lines
1.7 KiB
Python
56 lines
1.7 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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import json
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from pathlib import Path
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import re
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import shutil
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from typing import IO
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from unittest.mock import MagicMock
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def strip_json_comments(text: str) -> str:
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text = re.sub(r"//.*?$", "", text, flags=re.MULTILINE)
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text = re.sub(r"/\*.*?\*/", "", text, flags=re.DOTALL)
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return text
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def load_jsonc(file: IO) -> dict:
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return json.loads(strip_json_comments(file.read()))
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def create_snapshot(src_dir: Path, snapshot_dir: Path):
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"""Creates a snapshot of a directory by copying it."""
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if (
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isinstance(src_dir, MagicMock)
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or isinstance(snapshot_dir, MagicMock)
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or "MagicMock" in str(src_dir)
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or "MagicMock" in str(snapshot_dir)
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):
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return
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if not src_dir.exists():
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return
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if snapshot_dir.exists():
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shutil.rmtree(snapshot_dir)
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shutil.copytree(src_dir, snapshot_dir)
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def restore_snapshot(snapshot_dir: Path, dst_dir: Path):
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"""Restores a directory from a snapshot."""
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if not snapshot_dir.exists():
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raise FileNotFoundError(f"Snapshot directory {snapshot_dir} does not exist.")
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if dst_dir.exists():
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shutil.rmtree(dst_dir)
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shutil.copytree(snapshot_dir, dst_dir)
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