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
61 lines
2.3 KiB
Python
61 lines
2.3 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 base64
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import time
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from langchain_core.messages import BaseMessage
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from artemis.context import ArtemisContext
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from artemis.controllers.controller_factory import create_device_controller
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from artemis.utils.logger import get_logger
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logger = get_logger(__name__)
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async def record_interaction(ctx: ArtemisContext, response: BaseMessage):
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if not ctx.execution_setup:
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raise ValueError("No execution setup found")
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if not ctx.execution_setup.traces_path or not ctx.execution_setup.trace_name:
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raise ValueError("No traces path or trace name found")
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logger.info("Recording interaction")
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controller = create_device_controller(ctx)
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screenshot_base64 = await controller.screenshot()
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logger.info("Screenshot taken")
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try:
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controller = create_device_controller(ctx)
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compressed_screenshot_base64 = controller.get_compressed_b64_screenshot(screenshot_base64)
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except Exception as e:
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logger.error(f"Error compressing screenshot: {e}")
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return "Could not record this interaction"
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timestamp = time.time()
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folder = ctx.execution_setup.traces_path.joinpath(ctx.execution_setup.trace_name).resolve()
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folder.mkdir(parents=True, exist_ok=True)
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try:
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with open(
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folder.joinpath(f"{int(timestamp)}.jpeg").resolve(),
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"wb",
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) as f:
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f.write(base64.b64decode(compressed_screenshot_base64))
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with open(
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folder.joinpath(f"{int(timestamp)}.json").resolve(),
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"w",
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encoding="utf-8",
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) as f:
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f.write(response.model_dump_json())
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except Exception as e:
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logger.error(f"Error recording interaction: {e}")
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return "Screenshot recorded successfully"
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