### Run WebThinker Demo (Bash)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/README.md

Navigates to the `demo` directory and starts the Streamlit application for the WebThinker demo. Requires prior configuration of parameters in `demo/settings.py`.

```bash
cd demo
streamlit run_demo.py
```

--------------------------------

### Setting up WebThinker Environment (Bash)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/README.md

This snippet provides commands to create a Conda environment named 'webthinker', activate it, navigate to the project directory, and install the required Python packages using pip.

```bash
# Create conda environment
conda create -n webthinker python=3.9
conda activate webthinker

# Install requirements
cd WebThinker-main
pip install -r requirements.txt
```

--------------------------------

### Install Dependencies with Bundler (Shell)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.Gemini.DeepResearch/article_15.md

Executes the 'bundle install' command in the terminal. This command reads the Gemfile and installs any gems that are not already installed, ensuring all project dependencies are met and updating the Gemfile.lock file. It's used after modifying the Gemfile.

```Shell
bundle install
```

--------------------------------

### Install Gems (Bundler)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_15.md

Executes the `bundle install` command to install the gems listed in the Gemfile and resolve dependencies, including the newly added `net-smtp`, `net-imap`, and `net-pop` gems.

```Bash
bundle install
```

--------------------------------

### Switch Statement Example - PyExt Python

Source: https://github.com/ruc-nlpir/webthinker/blob/main/scripts/lcb_runner/pyext/pyext-0.7/README.rst

Shows how to implement a switch-like structure in Python using the with switch() context manager and case() statements provided by PyExt. Includes the use of case.quit() for breaking out of the switch.

```Python
with switch(1):
    if case(0): print 'Awkward...'; case.quit() # case.quit() is the same as break
    if case(2): print '???'
    if case(1): print 'Phew! It works!'
    if case.default(): print 'Ummmm...'
```

--------------------------------

### Install NTFSSecurity PowerShell Module

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.Gemini.DeepResearch/article_17.md

This command installs the NTFSSecurity PowerShell module from the PowerShell Gallery. This module is required to use cmdlets like Get-NTFSEffectiveAccess for command-line analysis of NTFS permissions.

```PowerShell
Install-Module -Name NTFSSecurity
```

--------------------------------

### Function Overloading Example - PyExt Python

Source: https://github.com/ruc-nlpir/webthinker/blob/main/scripts/lcb_runner/pyext/pyext-0.7/README.rst

Demonstrates how to use the @overload.argc decorator from PyExt to define multiple functions with the same name but different argument counts, allowing for basic function overloading in Python.

```Python
@overload.argc(1)
def f(a): print 'Function 1 called'
@overload.argc(2)
def f(a, b): print 'Function 2 called'

f(1)
f(1, 2)
```

--------------------------------

### Assign If Condition True Example - PyExt Python

Source: https://github.com/ruc-nlpir/webthinker/blob/main/scripts/lcb_runner/pyext/pyext-0.7/README.rst

Provides an example of using the compare_and_swap function from PyExt to conditionally assign a value to a variable only if its current value matches a specified condition (in this case, None).

```Python
compare_and_swap('my_var', None, 2) # set my_var to 2 if it equals None
```

--------------------------------

### Function Annotations Example - PyExt Python

Source: https://github.com/ruc-nlpir/webthinker/blob/main/scripts/lcb_runner/pyext/pyext-0.7/README.rst

Illustrates the use of the @fannotate decorator from PyExt to add metadata or annotations to a function definition, even for Python 2 where native annotations were not available.

```Python
@fannotate('Return annotation', a=1, b=2)
def x(a, b):
    return 0
```

--------------------------------

### Configuring macOS SMB Client Settings in nsmb.conf

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.Gemini.DeepResearch/article_17.md

The /etc/nsmb.conf file allows administrators to fine-tune the macOS SMB client behavior. This snippet provides examples of settings that can be used to address compatibility issues, such as forcing a specific SMB protocol version, disabling SMB signing, or adjusting file ID handling.

```Configuration File
protocol_vers_map=2
```

```Configuration File
signing_required=no
```

```Configuration File
file_ids_off=yes
```

--------------------------------

### Specify RSpec Rails Version in Gemfile (Ruby)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_15.md

Pins the `rspec-rails` gem to a version compatible with Rails 7.x, specifically recommending the 7.x series, to ensure proper test environment setup and compatibility.

```Ruby
gem 'rspec-rails', '~> 7.0.0'
```

--------------------------------

### Configure macOS High Sierra SMB Client (nsmb.conf)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.Gemini.DeepResearch/article_17.md

Modify or create the /etc/nsmb.conf file on the macOS client to adjust SMB client behavior. These settings can help resolve compatibility issues with Windows file shares. The example includes forcing SMB version 2, disabling signing (for testing), and adjusting file ID handling.

```Configuration
[default]
protocol_vers_map=2
signing_required=no
file_ids_off=yes
```

--------------------------------

### Get Effective NTFS Access with PowerShell

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.Gemini.DeepResearch/article_17.md

Uses the Get-NTFSEffectiveAccess cmdlet from the NTFSSecurity module to retrieve the effective permissions for a specified user account on a given file or folder path. Replace the placeholder values with the actual UNC path and user's samaccountname.

```PowerShell
Get-NTFSEffectiveAccess -Path "\\path\\to\\UNC\\file" -Account <samaccountname>
```

--------------------------------

### Update RubyGems and Bundler (Bash)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_15.md

Updates the RubyGems package manager itself and then installs or updates the Bundler gem. Keeping these tools up-to-date can resolve path resolution issues and improve dependency management reliability.

```Bash
gem update --system
gem install bundler
```

--------------------------------

### Adding net-smtp Gem to Gemfile

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.Gemini.DeepResearch/article_15.md

To resolve the LoadError caused by net/smtp being moved to bundled gems in Ruby 3.1, explicitly add the net-smtp gem as a dependency in your Gemfile. After adding the gem, run 'bundle install' to update your project's dependencies. You may also need to add 'net-imap' and 'net-pop' if your application uses those protocols.

```Ruby
gem 'net-smtp'
```

--------------------------------

### Scan Web Server with Nikto (Shell)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_7.md

Run Nikto, a web server scanner, against a target host (-h flag) to identify potential vulnerabilities, misconfigurations, and security issues.

```Shell
nikto -h <target IP>
```

--------------------------------

### Configuring UFW Firewall Rules in Guest OS (Bash)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_7.md

This snippet demonstrates how to configure basic firewall rules using Uncomplicated Firewall (ufw) in a Linux guest operating system. It enables the firewall, sets default policies to deny incoming and allow outgoing traffic, allows traffic from a specific subnet, and denies traffic from all other sources.

```Bash
sudo ufw enable
sudo ufw default deny incoming
sudo ufw default allow outgoing
sudo ufw allow from 192.168.1.0/24
sudo ufw deny from 0.0.0.0/0
```

--------------------------------

### Configure Virtual Switch Subnets via Netplan (Bash)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_7.md

Provides the command to edit the Netplan configuration file (`/etc/netplan/01-netcfg.yaml`) using `sudo nano`. This file is used to define subnets and IP ranges for virtual switches at the hypervisor level, restricting traffic flow.

```Bash
sudo nano /etc/netplan/01-netcfg.yaml
```

--------------------------------

### Configure macOS SMB Client Settings

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Add these settings to `/etc/nsmb.conf` to enforce SMBv3 (`protocol_vers_map=4`) and optionally disable signing (`signing_required=no`) if the server configuration permits it.

```ini
[default]
protocol_vers_map=4  # Enforces SMBv3
signing_required=no   # Disable signing if server allows
```

--------------------------------

### Assign Static IP Addresses via Interfaces File (Bash)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_7.md

Provides the command to edit the network interfaces configuration file (`/etc/network/interfaces`) using `sudo nano`. This file is used to configure static IP addresses for VMs, which helps avoid conflicts and simplify firewall rule creation.

```Bash
sudo nano /etc/network/interfaces
```

--------------------------------

### Set Internal DNS Servers via resolv.conf (Bash)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_7.md

Provides the command to edit the DNS resolver configuration file (`/etc/resolv.conf`) using `sudo nano`. This file is used to set internal DNS servers for lab VMs, preventing unintended external internet access.

```Bash
sudo nano /etc/resolv.conf
```

--------------------------------

### Perform Comprehensive Nmap Scan (Shell)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_7.md

Use Nmap with the -A flag to perform an aggressive scan, enabling OS detection, version detection, script scanning, and traceroute against a target IP address.

```Shell
nmap -A <target IP>
```

--------------------------------

### Running WebThinker on Benchmarks (Bash)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/README.md

This command runs the run_web_thinker.py script to evaluate WebThinker on a specified dataset and split. It includes parameters for the dataset name, split, concurrency limit, search limit, Bing key, API URLs, model names, and tokenizer paths.

```bash
python scripts/run_web_thinker.py \
    --dataset_name gaia \
    --split dev \
    --concurrent_limit 32 \
    --max_search_limit 15 \
    --bing_subscription_key "YOUR_BING_SUBSCRIPTION_KEY" \
    --api_base_url "YOUR_API_BASE_URL" \
    --model_name "QwQ-32B" \
    --aux_api_base_url "YOUR_AUX_API_BASE_URL" \
    --aux_model_name "Qwen2.5-32B-Instruct" \
    --tokenizer_path "PATH_TO_YOUR_TOKENIZER" \
    --aux_tokenizer_path "PATH_TO_AUX_TOKENIZER"
```

--------------------------------

### Verify Negotiated SMB Version (macOS)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Use the `smbutil proto` command in Terminal on the macOS client to check the SMB protocol version currently being used for a specific share connection.

```bash
smbutil proto //server/share
```

--------------------------------

### Enable SMBv2 Protocol (Windows Server PowerShell)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Run this PowerShell command as administrator on the Windows server to temporarily enable the SMBv2 protocol, which might be necessary if SMBv3 is incompatible.

```powershell
Set-SmbServerConfiguration -EnableSMB2Protocol $true
```

--------------------------------

### Configure macOS SMB Client Settings - INI

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Adds configuration lines to the /etc/nsmb.conf file. Disables SMB signing (signing_required=no) and sets the preferred SMB protocol version map to 4 (typically prioritizing SMBv3) for the default connection settings.

```INI
[default]
signing_required=no
protocol_vers_map=4
```

--------------------------------

### Running WebThinker in Single Question Mode (Bash)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/README.md

This command executes the run_web_thinker.py script to process a single question. It requires various parameters including the question itself, Bing subscription key, API base URLs for the main and auxiliary models, model names, and tokenizer paths.

```bash
python scripts/run_web_thinker.py \
    --single_question "What is OpenAI Deep Research?" \
    --bing_subscription_key "YOUR_BING_SUBSCRIPTION_KEY" \
    --api_base_url "YOUR_API_BASE_URL" \
    --model_name "QwQ-32B" \
    --aux_api_base_url "YOUR_AUX_API_BASE_URL" \
    --aux_model_name "Qwen2.5-32B-Instruct" \
    --tokenizer_path "PATH_TO_YOUR_TOKENIZER" \
    --aux_tokenizer_path "PATH_TO_YOUR_AUX_TOKENIZER"
```

--------------------------------

### Mount SMB Share with Explicit Credentials (macOS Terminal)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Uses the mount_smbfs command in the macOS Terminal to manually mount an SMB share (//server.example.com/share) to a local path (/local/mount/path), explicitly providing domain and administrator credentials (domain\admin) for authentication testing.

```bash
mount_smbfs //domain\\admin@server.example.com/share /local/mount/path
```

--------------------------------

### Run WebThinker Report on Benchmark Dataset (Bash)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/README.md

Runs the `run_web_thinker_report.py` script to generate reports for a specified dataset and split. Allows setting concurrent request limits and requires Bing Search API key, API endpoints/model names, and tokenizer paths.

```bash
python scripts/run_web_thinker_report.py \
    --dataset_name glaive \
    --split test \
    --concurrent_limit 32 \
    --bing_subscription_key "YOUR_BING_SUBSCRIPTION_KEY" \
    --api_base_url "YOUR_API_BASE_URL" \
    --model_name "QwQ-32B" \
    --aux_api_base_url "YOUR_AUX_API_BASE_URL" \
    --aux_model_name "Qwen2.5-32B-Instruct" \
    --tokenizer_path "PATH_TO_YOUR_TOKENIZER" \
    --aux_tokenizer_path "PATH_TO_YOUR_AUX_TOKENIZER"
```

--------------------------------

### Connect with Explicit SMB Credentials (macOS)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Use the `open smb://` command in Terminal on macOS with explicit domain, username, server IP, and share path to test connection and bypass cached credentials.

```bash
open smb://Domain\AdminUsername@ServerIP/share/subfolder
```

--------------------------------

### Run WebThinker Report for Single Question (Bash)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/README.md

Executes the `run_web_thinker_report.py` script to generate a report for a single specified question. Requires Bing Search API key and API endpoints/model names for both the main and auxiliary models, along with tokenizer paths.

```bash
python scripts/run_web_thinker_report.py \
    --single_question "What are the models of OpenAI and what are the differences?" \
    --bing_subscription_key "YOUR_BING_SUBSCRIPTION_KEY" \
    --api_base_url "YOUR_API_BASE_URL" \
    --model_name "QwQ-32B" \
    --aux_api_base_url "YOUR_AUX_API_BASE_URL" \
    --aux_model_name "Qwen2.5-32B-Instruct" \
    --tokenizer_path "PATH_TO_YOUR_TOKENIZER" \
    --aux_tokenizer_path "PATH_TO_YOUR_AUX_TOKENIZER"
```

--------------------------------

### Test Network Port Connectivity with PowerShell

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Run a PowerShell command to test if a specific network port, such as SMB port 445, is open and reachable on a target server.

```PowerShell
Test-NetConnection -ComputerName ServerIP -Port 445
```

--------------------------------

### Edit macOS SMB Configuration File

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Open the `/etc/nsmb.conf` file using `sudo nano` in Terminal to modify macOS SMB client settings, requiring administrator privileges.

```bash
sudo nano /etc/nsmb.conf
```

--------------------------------

### Using sudo for nsmb.conf File Management

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.Gemini.DeepResearch/article_17.md

The /etc/nsmb.conf file is a system configuration file. If it does not exist or needs modification, it must be created or edited using the sudo command in the Terminal, which requires administrative privileges.

```Shell
sudo
```

--------------------------------

### Edit macOS SMB Configuration File - Bash

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Opens the /etc/nsmb.conf file using the nano editor with superuser privileges to modify macOS SMB client settings. This file controls various SMB client behaviors.

```Bash
sudo nano /etc/nsmb.conf
```

--------------------------------

### Mount SMB Share with Explicit Credentials - Bash

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Uses the mount_smbfs command with superuser privileges to mount an SMB share on macOS. It specifies the share path including server IP, share name, and subfolder, and provides explicit domain administrator credentials for authentication.

```Bash
sudo mount_smbfs //<Domain%5CAdminUsername>:<Password>@ServerIP/share/subfolder /Volumes/LocalMountPoint
```

--------------------------------

### Evaluate Problem Solving Performance (Bash)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/README.md

Runs the `evaluate.py` script to assess the model's problem-solving performance based on saved outputs. Supports evaluation using an LLM and allows specifying the task type, output path, API details, and whether to extract the answer.

```bash
python scripts/evaluate/evaluate.py \
    --output_path "YOUR_OUTPUT_PATH" \
    --task math \
    --use_llm \
    --api_base_url "YOUR_AUX_API_BASE_URL" \
    --model_name "Qwen2.5-72B-Instruct" \
    --extract_answer
```

--------------------------------

### Access SMB Share on macOS via DNS Name

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Use the 'open' command in Bash on macOS to attempt accessing an SMB share by the server's DNS name, which can influence the authentication method used (e.g., Kerberos).

```Bash
open smb://server.domain.com/share/subfolder
```

--------------------------------

### Evaluate Report Generation Performance (Bash)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/README.md

Executes the `evaluate_report.py` script to evaluate the quality of generated reports. Requires setting API keys (e.g., DeepSeek) and configuring output directories for different models beforehand.

```bash
python scripts/evaluate/evaluate_report.py
```

--------------------------------

### Edit macOS SMB Configuration File (nsmb.conf)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Opens the /etc/nsmb.conf file using the nano text editor with superuser privileges to modify SMB client settings on macOS. This is a prerequisite for disabling packet signing.

```bash
sudo nano /etc/nsmb.conf
```

--------------------------------

### Restart macOS mDNSResponder Service - Bash

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Sends a HUP signal to the mDNSResponder process using superuser privileges. This action typically forces the service to reload its configuration or restart, which can help apply network-related changes like SMB settings.

```Bash
sudo killall -HUP mDNSResponder
```

--------------------------------

### Configure macOS SMB Client Signing

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Modify the macOS SMB configuration file to enforce SMBv3 and disable signing, which can help resolve compatibility issues with Windows servers.

```INI
[default]
protocol_vers_map=4
signing_required=no
```

--------------------------------

### Project Dependencies - Python

Source: https://github.com/ruc-nlpir/webthinker/blob/main/requirements.txt

Specifies the exact versions of Python libraries required for the project to ensure compatibility and reproducibility.

```Python
torch==2.5.1
transformers==4.46.1
sentencepiece==0.2.0
vllm==0.6.4
tqdm==4.67.0
ltk==3.9.1
pyext==0.7
```

--------------------------------

### Digital and Projected Visuals for Solfege

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_10.md

Employs animated hand signs displayed on screens or projectors with verbal prompts, providing a consistent visual reference for students unable to perform gestures. Digital tools enhance learning and retention through combined visual and auditory reinforcement.

```Text
### 5. **Digital and Projected Visuals**
- **Description**: Animated hand signs displayed on screens or projectors, accompanied by verbal prompts. These digital aids provide a visual reference for students who cannot perform the gestures themselves.
- **Effectiveness**: Digital tools offer a consistent and clear visual representation of solfege signs, which can be particularly helpful for students with motor limitations. A pilot study in Portugal showed increased accuracy in sight-reading when students followed digital cues. The combination of visual and auditory reinforcement enhances learning and retention. This adaptation preserves inner hearing and sight-reading skills by providing visual and auditory reinforcement of pitch relationships.
```

--------------------------------

### Add Net SMTP/IMAP/POP Gems to Gemfile (Ruby)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_15.md

Explicitly adds the `net-smtp`, `net-imap`, and `net-pop` gems to the Gemfile with `require: false`. This is a temporary step to ensure they are included in the dependency graph when upgrading to Ruby 3.1+, where they are no longer standard library components.

```Ruby
gem 'net-smtp', require: false
gem 'net-imap', require: false
gem 'net-pop', require: false
```

--------------------------------

### Configure macOS SMB Client Version and Signing

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.Gemini.DeepResearch/article_17.md

Modify the /etc/nsmb.conf file on macOS High Sierra clients to force the use of SMB version 2 and optionally disable SMB signing for testing purposes. This can help address compatibility issues.

```Configuration
protocol_vers_map=2
signing_required=no
```

--------------------------------

### Partner-Assisted Solfege Signing

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_10.md

Pairs students with peers or teachers to perform solfege gestures collaboratively. This approach builds social skills, distributes physical effort, and fosters a supportive environment, enhancing participation and confidence for students with motor limitations.

```Text
### 6. **Partner-Assisted Signing**
- **Description**: Pairing students with peers or teachers to perform gestures collaboratively. For example, a student with motor limitations can work with a partner who performs the hand signs while they sing or follow along verbally.
- **Effectiveness**: This approach builds social skills and distributes physical effort, making it easier for students to participate. Pathlight School in Singapore reports enhanced participation and confidence in group settings. Collaborative signing fosters a supportive learning environment and ensures that all students can engage in the musical activities. This adaptation preserves inner hearing and sight-reading skills by promoting social interaction and shared learning.
```

--------------------------------

### Run RSpec Tests (Shell)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.Gemini.DeepResearch/article_15.md

Executes the 'rspec' command in the terminal to run the project's test suite. This step is crucial for verifying that the applied changes have resolved the 'LoadError' and that the application is still functioning correctly.

```Shell
rspec
```

--------------------------------

### Update Rails Gem (Bundler)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_15.md

Runs the `bundle update rails` command to upgrade the Rails gem to the latest compatible version, preferably 7.0.1 or higher, which includes compatibility fixes for Ruby 3.1.

```Bash
bundle update rails
```

--------------------------------

### Citing the WebThinker Paper - BibTeX

Source: https://github.com/ruc-nlpir/webthinker/blob/main/README.md

Provides the standard BibTeX entry for citing the WebThinker paper titled "WebThinker: Empowering Large Reasoning Models with Deep Research Capability". This entry includes authors, title, journal, volume, year, URL, DOI, and arXiv eprint information.

```BibTeX
@article{Li2025WebThinker,
  author       = {Xiaoxi Li and
                  Jiajie Jin and
                  Guanting Dong and
                  Hongjin Qian and
                  Yutao Zhu and
                  Yongkang Wu and
                  Ji{-}Rong Wen and
                  Zhicheng Dou},
  title        = {WebThinker: Empowering Large Reasoning Models with Deep Research Capability},
  journal      = {CoRR},
  volume       = {abs/2504.21776},
  year         = {2025},
  url          = {https://arxiv.org/abs/2504.21776},
  doi          = {10.48550/ARXIV.2504.21776},
  eprinttype    = {arXiv},
  eprint       = {2504.21776}
}
```

--------------------------------

### Configure macOS SMB Client Settings via nsmb.conf (INI)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Modifies the macOS client's SMB configuration file, `/etc/nsmb.conf`, to disable packet signing and set the preferred SMB protocol version map. This helps resolve compatibility issues with SMB servers that conflict with macOS High Sierra's default settings.

```INI
[default]
signing_required=no
protocol_vers_map=4
```

--------------------------------

### Check for Outdated Gems (Bundler)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_15.md

Executes the `bundle outdated` command to list gems in the Gemfile.lock that have newer versions available. This helps identify potential dependency conflicts or gems that might be incompatible with Ruby 3.1 or Rails 7.

```Bash
bundle outdated
```

--------------------------------

### Clear Cache and Run RSpec Tests (Bash)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_15.md

Clears the application's temporary cache directory (`tmp/cache`), which might contain outdated dependency information (e.g., bootsnap caches), and then executes the RSpec test suite using the `bin/rspec` command to verify the resolution.

```Bash
rm -rf tmp/cache
bin/rspec
```

--------------------------------

### Add Network Gems to Gemfile (Ruby)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.Gemini.DeepResearch/article_15.md

Explicitly adds the 'net-smtp', 'net-imap', 'net-pop', and 'net-ftp' gems to the Gemfile. This ensures these standard library components are available as project dependencies, providing a workaround if upgrading Rails or the 'mail' gem is not immediately feasible.

```Ruby
gem 'net-smtp'
gem 'net-imap' # Consider adding this if your application uses IMAP functionality.
gem 'net-pop'  # Consider adding this if your application uses POP3 functionality.
gem 'net-ftp'  # This was also mentioned in some contexts as potentially related.
```

--------------------------------

### Update Rails Gem with Bundler (Shell)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.Gemini.DeepResearch/article_15.md

Executes the 'bundle update rails' command in the terminal. This command updates the 'rails' gem and its dependencies according to the version constraints specified in the Gemfile, typically following a change to the Rails version requirement.

```Shell
bundle update rails
```

--------------------------------

### Configure Action Mailer Test Delivery (Rails Ruby)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_15.md

Configures Action Mailer in the `test.rb` environment file to use the `:test` delivery method. This prevents actual SMTP interactions during testing, avoiding potential issues related to `net/smtp` loading or configuration in the test environment.

```Ruby
Rails.application.configure do
  config.action_mailer.delivery_method = :test
  config.action_mailer.smtp_settings = {
    address: "localhost",
    port: 1025,
    timeout: 5
  }
end
```

--------------------------------

### Specify Rails Version in Gemfile (Ruby)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.Gemini.DeepResearch/article_15.md

Updates the 'rails' gem line in the project's Gemfile to specify a minimum version of 7.0.1 or higher. Upgrading Rails is the primary recommended solution as version 7.0.1 includes compatibility fixes for Ruby 3.1's handling of standard libraries.

```Ruby
gem 'rails', '\~> 7.0.1'
```

--------------------------------

### Color-Coded Solfege System

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_10.md

Assigns specific colors to solfege syllables and combines them with vertical positioning (e.g., red card at waist for 'do'). Colors enhance visual memory and aid sight-reading, providing visual and tactile reinforcement for students with motor limitations.

```Text
### 3. **Color-Coded Systems**
- **Description**: Assigning colors to solfege syllables (e.g., red for *do*, blue for *sol*) and pairing these with vertical positioning. For instance, a red card held at waist level represents *do*, while a blue card held at head level represents *sol*.
- **Effectiveness**: Colors enhance visual memory, aiding sight-reading. Schools in Ohio have reported that students with motor limitations retained syllable-pitch associations better with color cues. The visual reinforcement helps students internalize pitch relationships, even if they cannot perform the physical gestures. This adaptation preserves inner hearing and sight-reading skills by providing visual and tactile reinforcement of pitch relationships.
```

--------------------------------

### Ward Method’s Vertical Gestures Adaptation

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_10.md

Adapts the Ward Method by using simple vertical hand positions at different body levels to represent solfege, reducing the need for complex hand shapes. This method aligns with spatial pitch hierarchy and has shown effectiveness in fostering inner hearing and sight-reading by minimizing cognitive and motor load.

```Text
### 1. **Ward Method’s Vertical Gestures**
- **Description**: The Ward Method employs vertical hand positions at distinct levels (waist to above head) without the need for complex hand shapes. Each solfege syllable is represented by a specific vertical position, such as *do* at the waist, *sol* at the head, and *high do* above the head.
- **Effectiveness**: This approach aligns with the Kodály method’s emphasis on spatial pitch hierarchy, fostering **inner hearing** through visual tracking. Studies in Portugal and the UK have shown that students grasp pitch relationships effectively when taught with vertical spatial cues. The simplicity of these gestures reduces cognitive and motor overload, making it easier for students with motor limitations to engage and learn. This adaptation preserves inner hearing and sight-reading skills by maintaining the spatial relationships that are essential for pitch recognition.
```

--------------------------------

### Update Mail Gem in Gemfile (Ruby)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_15.md

Specifies a minimum version of 2.8.0 for the `mail` gem in the Gemfile. Version 2.8.0+ explicitly declares dependencies on `net-smtp`, `net-imap`, and `net-pop`, resolving dependency conflicts with Ruby 3.1+.

```Ruby
gem 'mail', '>= 2.8.0'
```

--------------------------------

### Arm-Level Indicators for Pitch

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_10.md

Replaces traditional hand signs with arm movements pointing to designated body zones (waist, chest, head) to indicate pitch levels. This method reduces fine motor demands while maintaining spatial awareness, proving effective for students with conditions like cerebral palsy.

```Text
### 2. **Arm-Level Indicators**
- **Description**: Instead of using hand signs, students raise their arms to designated body zones to represent pitch levels. For example, *do* is indicated by pointing to the waist, *re* by pointing to the chest, and *sol* by pointing to the head.
- **Effectiveness**: This method reduces fine motor demands while maintaining spatial awareness. Case studies in Texas have reported that students with cerebral palsy achieved comparable pitch recognition success rates to their peers using this method. The larger, more straightforward movements are easier to execute and understand, enhancing student participation and confidence. This adaptation preserves inner hearing and sight-reading skills by maintaining the spatial relationships that are essential for pitch recognition.
```

--------------------------------

### Reset Windows File/Folder Permissions with icacls

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Use the icacls command in PowerShell to recursively reset permissions on a specified folder, forcing inheritance from the parent object.

```PowerShell
icacls "C:\Path\To\Subfolder" /reset /t
```

--------------------------------

### Disable SMB Packet Signing in nsmb.conf

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_17.md

Adds or modifies the signing_required setting under the [default] section in the /etc/nsmb.conf file to disable mandatory packet signing for SMB connections on macOS. This can resolve compatibility issues with servers requiring different signing settings.

```ini
[default]
signing_required=no
```

--------------------------------

### Update Rails Gem Specification in Gemfile (Ruby)

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.Grok3.DeeperSearch/article_15.md

This code snippet shows the line to add or modify in your application's `Gemfile` to specify a dependency on Rails version 7.0.1 or later. This update is crucial for resolving the `net/smtp` loading issue in Rails 7 applications running on Ruby 3.1.

```ruby
gem 'rails', '~> 7.0.1'
```

--------------------------------

### Foot Gestures and Lower-Body Movements

Source: https://github.com/ruc-nlpir/webthinker/blob/main/outputs/glaive.qwq.webthinker/markdown.test/article_10.md

Utilizes foot taps or seated leg lifts to represent pitch direction (e.g., lifting legs for ascending scales). This engages gross motor skills, reduces fatigue, and helps students internalize melodic contour, particularly beneficial for those with limited upper-body mobility.

```Text
### 4. **Foot Gestures and Lower-Body Movements**
- **Description**: Using foot taps or seated leg lifts to denote pitch direction. For example, lifting the legs for ascending scales and lowering them for descending scales.
- **Effectiveness**: Engaging gross motor skills reduces fatigue and cognitive load. Forum discussions suggest that these motions help students internalize melodic contour without the strain of hand gestures. This approach is particularly beneficial for students with limited upper-body mobility, allowing them to participate fully in musical activities. This adaptation preserves inner hearing and sight-reading skills by maintaining the kinesthetic engagement that is essential for pitch recognition.
```

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