Feature/UI tars integration

[executiveusa]

Describe the changes you have made:

Reference any relevant issues (e.g. "Fixes #000"):

Pre-Submission Checklist (optional but appreciated):

• I have included relevant documentation updates (stored in /docs)
• I have read docs/CONTRIBUTING.md
• I have read docs/ROADMAP.md

OS Tests (optional but appreciated):

• Tested on Windows
• Tested on MacOS
• Tested on Linux

[executiveusa]

Pauli Was Here

[Copilot]

Pull Request Overview

This pull request integrates UI-TARS-1.5-7B (a vision-language model for GUI interaction) and POML (Prompt Orchestration Markup Language) into Open Interpreter to enhance browser control and agent capabilities.

Key changes:

• Adds UI-TARS vision module for enhanced browser/GUI understanding
• Integrates POML for structured prompt orchestration
• Includes comprehensive test scripts, documentation, and deployment configurations

Reviewed Changes

Copilot reviewed 29 out of 30 changed files in this pull request and generated 23 comments.

Show a summary per file

File	Description
interpreter/core/computer/vision/ui_tars/ui_tars_vision.py	New UI-TARS vision module for GUI element identification
interpreter/core/computer/vision/vision.py	Enhanced vision module with UI-TARS integration and query routing
interpreter/core/computer/browser/browser.py	Browser module updated to use UI-TARS for page analysis
interpreter/core/computer/poml.py	New POML module for structured prompting and template rendering
interpreter/core/computer/computer.py	Computer API extended to include POML module
pyproject.toml	Added UI-TARS and POML dependencies with new extras groups
README.md	CRITICAL: Contains massive duplication (40+ repeated sections)
examples/poml_agent_example.py	Contains duplicated content in second half
docs/README.md	Contains duplicated content
docs/mint.json	Invalid JSON due to duplicate footerSocials
.gitignore	Contains duplicate ignore rules
test_ui_tars_*.py	Test scripts for verifying UI-TARS integration
build-portable.*, Dockerfile.ui-tars, docker-compose.yml	Deployment configurations for UI-TARS support
Various documentation files	Integration guides and verification reports

Comments suppressed due to low confidence (1)

interpreter/core/computer/vision/vision.py:218

• This statement is unreachable.

        return answer

---

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[Copilot]

The README.md file contains massive duplication. The entire header section (lines 25-1347) is repeated approximately 40+ times, creating a file over 1300 lines. This appears to be an unintentional copy-paste error that should be removed, keeping only one copy of the header content.

[Copilot]

The file contains duplicated content. Lines 111-221 are an exact duplicate of lines 1-110 (with a missing docstring on line 111). This duplication should be removed.

[Copilot]

The file contains duplicated content. Lines 41-81 are an exact duplicate of lines 1-40 (minus the header). This duplication should be removed.

Suggested change

	- [License](../LICENSE)# Open Interpreter Documentation
	Welcome to the Open Interpreter documentation. This documentation covers all aspects of using and extending Open Interpreter.
	## Getting Started
	- [Quick Start Guide](../QUICK_START_GUIDE.md)
	- [Setup Instructions](getting-started/setup.md)
	- [Basic Usage](getting-started/basic-usage.md)
	## Core Concepts
	- [Computer API](computer/README.md)
	- [Language Models](language-models/README.md)
	- [Code Execution](code-execution/README.md)
	- [Agents and Prompt Orchestration](agents.md) <!-- Added reference to agents.md -->
	- [Settings](settings/README.md)
	## Advanced Features
	- [UI-TARS Integration](UI-TARS_INTEGRATION_SUMMARY.md)
	- [Safety Features](safety/README.md)
	- [Server Mode](server/README.md)
	- [Custom Protocols](protocols/README.md)
	## Integrations
	- [Third-Party Services](integrations/README.md)
	## Guides
	- [Local Development](guides/local-development.md)
	- [Deployment Options](guides/deployment.md)
	- [Troubleshooting](troubleshooting/README.md)
	## Additional Resources
	- [Roadmap](ROADMAP.md)
	- [Contributing](CONTRIBUTING.md)
	- [Security](SECURITY.md)

[Copilot]

Lines 160-164 duplicate the "footerSocials" object that already exists (lines 157-159), creating invalid JSON. Remove the duplicate closing brace on line 159 and the duplicate footerSocials object (lines 160-164), keeping only one complete footerSocials definition.

Suggested change

	} "footerSocials": {
	"twitter": "https://x.com/OpenInterpreter",
	"youtube": "https://www.youtube.com/@OpenInterpreter",
	"linkedin": "https://www.linkedin.com/company/openinterpreter"
	}

[Copilot]

The variable answer is potentially undefined if the code reaches line 218. If self.model or self.tokenizer is None, the function returns "Vision model not loaded" at line 216, but line 218 attempts to return answer which was never assigned. Lines 209-218 should be restructured to ensure all code paths properly define answer or return early.

[Copilot]

Import of 'tempfile' is not used.

Suggested change

import tempfile

[Copilot]

Import of 'traceback' is not used.

Suggested change

import traceback

[Copilot]

Import of 'PIL' is not used.

Suggested change

	import PIL
	import PIL
	version = getattr(PIL, '__version__', None)
	if version:
	print_result(f"{description} ({dep})", True, f"Version: {version}")
	else:
	print_result(f"{description} ({dep})", True)

[Copilot]

File is opened but is not closed.

Suggested change

	with contextlib.redirect_stdout(open(os.devnull, "w")), \
	contextlib.redirect_stderr(open(os.devnull, "w")):
	with open(os.devnull, "w") as devnull_out, open(os.devnull, "w") as devnull_err, \
	contextlib.redirect_stdout(devnull_out), \
	contextlib.redirect_stderr(devnull_err):

[Copilot]

File is opened but is not closed.

Suggested change

	with contextlib.redirect_stdout(open(os.devnull, "w")), \
	contextlib.redirect_stderr(open(os.devnull, "w")):
	if self.computer.debug:
	with open(os.devnull, "w") as devnull_out, open(os.devnull, "w") as devnull_err:
	with contextlib.redirect_stdout(devnull_out), contextlib.redirect_stderr(devnull_err):
	if self.computer.debug:

[endolith]

🤨 "Describe the changes you have made"? What does this do?