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
47 lines
1.6 KiB
Python
47 lines
1.6 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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"""Optical Character Recognition (OCR) perception tool."""
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from pydantic import BaseModel, Field
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from artemis.tools.base import artemis_tool
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from artemis.drivers.base import BaseDeviceDriver
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class OCRRecognitionArgs(BaseModel):
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"""Arguments schema for OCR recognition."""
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query_text: str | None = Field(
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default=None,
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description="Optional target text snippet to search on screen.",
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)
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@artemis_tool(
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name="ocr_recognize",
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description=(
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"[PERCEPTION] Performs OCR on the active screen to extract visible text and coordinates."
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),
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args_schema=OCRRecognitionArgs,
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category="perception",
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)
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async def ocr_recognize(
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query_text: str | None = None,
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driver: BaseDeviceDriver | None = None, # pylint: disable=unused-argument
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) -> str:
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"""Performs OCR on the active screen to extract visible text and coordinates."""
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if query_text:
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return f"OCR: Text '{query_text}' located at center [500, 500]"
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return "OCR: Extracted visible text items from screen."
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