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
53 lines
1.8 KiB
Python
53 lines
1.8 KiB
Python
# Copyright 2026 Google LLC
|
|
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
|
|
from langchain_core.tools import BaseTool
|
|
|
|
from artemis.context import ArtemisContext
|
|
from artemis.data_engine.trace import trace_langchain_tool
|
|
from artemis.tools.tool_wrapper import CompositeToolWrapper, ToolWrapper
|
|
|
|
|
|
def get_tools_from_wrappers(
|
|
ctx: "ArtemisContext",
|
|
wrappers: list[ToolWrapper],
|
|
) -> list[BaseTool]:
|
|
"""Instantiate and wrap LangChain tools from a list of ToolWrappers."""
|
|
tools: list[BaseTool] = []
|
|
for wrapper in wrappers:
|
|
if isinstance(wrapper, CompositeToolWrapper):
|
|
comp_tools = wrapper.composite_tools_fn_getter(ctx)
|
|
for t in comp_tools:
|
|
tools.append(trace_langchain_tool(t, ctx))
|
|
continue
|
|
|
|
t = wrapper.tool_fn_getter(ctx)
|
|
tools.append(trace_langchain_tool(t, ctx))
|
|
return tools
|
|
|
|
|
|
def get_tool_by_name(name: str, tools: list[BaseTool]) -> BaseTool | None:
|
|
"""Get a tool by name, stripping any prefixes like 'default_api:'."""
|
|
normalized_name = name
|
|
if ":" in normalized_name:
|
|
normalized_name = normalized_name.split(":")[-1]
|
|
|
|
for t in tools:
|
|
t_name = t.name
|
|
if ":" in t_name:
|
|
t_name = t_name.split(":")[-1]
|
|
if t_name == normalized_name:
|
|
return t
|
|
return None
|