[PR #22404] [CLOSED] fix: Filter out internal tool methods starting with underscore #49709

New Issue

2026-04-30T02:00:55-05:00

GiteaMirror commented

2026-04-30 02:00:55 -05:00

📋 Pull Request Information

Original PR: https://github.com/open-webui/open-webui/pull/22404
Author: @Fu-Jie
Created: 3/8/2026
Status: ❌ Closed

Base: dev ← Head: fix/filter-internal-tool-methods

📝 Commits (1)

6f9b698 fix: filter out internal tool methods starting with underscore

📊 Changes

1 file changed (+2 additions, -2 deletions)

View changed files

📝 backend/open_webui/utils/tools.py (+2 -2)

📄 Description

Pull Request Checklist

Target branch: dev
Description: Filter out internal methods starting with _ in Tools.
Changelog: Added below.
Testing: Verified with a Tool class containing public and protected methods. Full testing script and logs included below.
Agentic AI Code: This PR was prepared by an AI assistant but has been fully reviewed and manually verified by the user.
Code review: Self-reviewed.

Changelog Entry

Description

Currently, the tool extraction logic only filters out dunder methods (__), causing internal helper/protected methods (starting with a single underscore _) to be exposed as callable Tools to the LLM. This PR updates the filtering to exclude all methods starting with _, following standard Python conventions.

Fixed

Filter out internal/protected methods (starting with _) from being extracted as Tools in backend/open_webui/utils/tools.py.

Additional Information

Rationale

Tool Complexity: As tools grow in complexity, developers need to decompose logic into multiple internal helper methods. Exposing these to the LLM creates unnecessary noise.
Token Efficiency: Filtering these methods reduces the size of the tool definitions sent to the model, saving tokens.
LLM Performance: Prevents the model from hallucinating or mistakenly calling internal logic that isn't intended for direct use.

Verification Logic

The following complete script was used to verify the fix:

import inspect
import logging
from typing import Callable

# Configure logging to show the filtering process
logging.basicConfig(level=logging.INFO, format="%(levelname)s: %(message)s")
log = logging.getLogger(__name__)

def get_functions_from_tool(tool: object) -> list[Callable]:
    functions = []
    for func_name in dir(tool):
        attr = getattr(tool, func_name)
        if callable(attr) and not inspect.isclass(attr):
            if func_name.startswith("_"):
                log.info(f"  [FILTERED] Skipping internal method: {func_name}")
            else:
                log.info(f"  [ACCEPTED] Extracting public method: {func_name}")
                functions.append(attr)
    return functions

class Tool:
    def get_weather(self, city: str):
        return self._fetch_data(f"weather/{city}")

    def get_forecast(self, city: str):
        return self._fetch_data(f"forecast/{city}")

    def _fetch_data(self, endpoint: str):
        return {"status": "success"}

# Execution
toolkit = Tool()
extracted_functions = get_functions_from_tool(toolkit)
print(f"Results: {[f.__name__ for f in extracted_functions]}")

Verification Logs:

INFO: Extracting functions from tool: Tool
INFO: [FILTERED] Skipping internal method: __init__
INFO: [FILTERED] Skipping internal method: _fetch_data
INFO: [ACCEPTED] Extracting public method: get_forecast
INFO: [ACCEPTED] Extracting public method: get_weather
...
Final Extracted Tools: ['get_forecast', 'get_weather']
✅ VERIFICATION SUCCESS: Only public methods were extracted.

Contributor License Agreement

By submitting this pull request, I confirm that I have read and fully agree to the Contributor License Agreement (CLA), and I am providing my contributions under its terms.

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/open-webui/open-webui/pull/22404 **Author:** [@Fu-Jie](https://github.com/Fu-Jie) **Created:** 3/8/2026 **Status:** ❌ Closed **Base:** `dev` ← **Head:** `fix/filter-internal-tool-methods` --- ### 📝 Commits (1) - [`6f9b698`](https://github.com/open-webui/open-webui/commit/6f9b698b407a157bee523042e12acb60911fdb17) fix: filter out internal tool methods starting with underscore ### 📊 Changes **1 file changed** (+2 additions, -2 deletions) <details> <summary>View changed files</summary> 📝 `backend/open_webui/utils/tools.py` (+2 -2) </details> ### 📄 Description # Pull Request Checklist - [x] **Target branch:** dev - [x] **Description:** Filter out internal methods starting with `_` in Tools. - [x] **Changelog:** Added below. - [x] **Testing:** Verified with a `Tool` class containing public and protected methods. Full testing script and logs included below. - [x] **Agentic AI Code:** This PR was prepared by an AI assistant but has been fully reviewed and manually verified by the user. - [x] **Code review:** Self-reviewed. # Changelog Entry ### Description Currently, the tool extraction logic only filters out dunder methods (`__`), causing internal helper/protected methods (starting with a single underscore `_`) to be exposed as callable Tools to the LLM. This PR updates the filtering to exclude all methods starting with `_`, following standard Python conventions. ### Fixed - Filter out internal/protected methods (starting with `_`) from being extracted as Tools in `backend/open_webui/utils/tools.py`. ### Additional Information #### Rationale - **Tool Complexity**: As tools grow in complexity, developers need to decompose logic into multiple internal helper methods. Exposing these to the LLM creates unnecessary noise. - **Token Efficiency**: Filtering these methods reduces the size of the tool definitions sent to the model, saving tokens. - **LLM Performance**: Prevents the model from hallucinating or mistakenly calling internal logic that isn't intended for direct use. #### Verification Logic The following complete script was used to verify the fix: ```python import inspect import logging from typing import Callable # Configure logging to show the filtering process logging.basicConfig(level=logging.INFO, format="%(levelname)s: %(message)s") log = logging.getLogger(__name__) def get_functions_from_tool(tool: object) -> list[Callable]: functions = [] for func_name in dir(tool): attr = getattr(tool, func_name) if callable(attr) and not inspect.isclass(attr): if func_name.startswith("_"): log.info(f" [FILTERED] Skipping internal method: {func_name}") else: log.info(f" [ACCEPTED] Extracting public method: {func_name}") functions.append(attr) return functions class Tool: def get_weather(self, city: str): return self._fetch_data(f"weather/{city}") def get_forecast(self, city: str): return self._fetch_data(f"forecast/{city}") def _fetch_data(self, endpoint: str): return {"status": "success"} # Execution toolkit = Tool() extracted_functions = get_functions_from_tool(toolkit) print(f"Results: {[f.__name__ for f in extracted_functions]}") ``` **Verification Logs:** ```text INFO: Extracting functions from tool: Tool INFO: [FILTERED] Skipping internal method: __init__ INFO: [FILTERED] Skipping internal method: _fetch_data INFO: [ACCEPTED] Extracting public method: get_forecast INFO: [ACCEPTED] Extracting public method: get_weather ... Final Extracted Tools: ['get_forecast', 'get_weather'] ✅ VERIFICATION SUCCESS: Only public methods were extracted. ``` ### Contributor License Agreement - [x] By submitting this pull request, I confirm that I have read and fully agree to the [Contributor License Agreement (CLA)](https://github.com/open-webui/open-webui/blob/main/CONTRIBUTOR_LICENSE_AGREEMENT), and I am providing my contributions under its terms. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2026-04-30 02:00:55 -05:00

GiteaMirror closed this issue

2026-04-30 02:00:57 -05:00

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Reference: github-starred/open-webui#49709