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
90 lines
2.9 KiB
Python
90 lines
2.9 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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try:
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from datetime import UTC, datetime
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except ImportError:
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from datetime import datetime
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UTC = UTC
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import random
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import string
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from artemis.agents.planner.types import Subgoal, SubgoalStatus
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def get_current_subgoal(subgoals: list[Subgoal]) -> Subgoal | None:
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return next((s for s in subgoals if s.status == SubgoalStatus.PENDING), None)
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def get_subgoals_by_ids(subgoals: list[Subgoal], ids: list[str]) -> list[Subgoal]:
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return [s for s in subgoals if s.id in ids]
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def get_next_subgoal(subgoals: list[Subgoal]) -> Subgoal | None:
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return next((s for s in subgoals if s.status == SubgoalStatus.NOT_STARTED), None)
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def nothing_started(subgoals: list[Subgoal]) -> bool:
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return all(s.status == SubgoalStatus.NOT_STARTED for s in subgoals)
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def complete_current_subgoal(subgoals: list[Subgoal]) -> list[Subgoal]:
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current_subgoal = get_current_subgoal(subgoals)
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if not current_subgoal:
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return subgoals
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current_subgoal.status = SubgoalStatus.SUCCESS
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current_subgoal.ended_at = datetime.now(UTC)
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return subgoals
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def complete_subgoals_by_ids(subgoals: list[Subgoal], ids: list[str]) -> list[Subgoal]:
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for subgoal in subgoals:
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if subgoal.id in ids:
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subgoal.status = SubgoalStatus.SUCCESS
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subgoal.ended_at = datetime.now(UTC)
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return subgoals
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def fail_current_subgoal(subgoals: list[Subgoal]) -> list[Subgoal]:
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current_subgoal = get_current_subgoal(subgoals)
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if not current_subgoal:
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return subgoals
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current_subgoal.status = SubgoalStatus.FAILURE
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current_subgoal.ended_at = datetime.now(UTC)
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return subgoals
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def all_completed(subgoals: list[Subgoal]) -> bool:
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return all(s.status == SubgoalStatus.SUCCESS for s in subgoals)
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def one_of_them_is_failure(subgoals: list[Subgoal]) -> bool:
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return any(s.status == SubgoalStatus.FAILURE for s in subgoals)
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def start_next_subgoal(subgoals: list[Subgoal]) -> list[Subgoal]:
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next_subgoal = get_next_subgoal(subgoals)
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if not next_subgoal:
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return subgoals
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next_subgoal.status = SubgoalStatus.PENDING
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next_subgoal.started_at = datetime.now(UTC)
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return subgoals
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def generate_id(length: int = 6) -> str:
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"""Generates a small and distinct random string ID."""
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chars = string.ascii_lowercase + string.digits
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return "".join(random.choice(chars) for _ in range(length))
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